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  • Workshop Feedback

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    DD slash MM slash YYYY
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    This should be the email address you use for Aptem. Your email address is not shared with your workshop facilitator or PDE. It is only used by Corndel for analysis purposes and will not be used to identify you or your individual responses.
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    Facilitators

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    BCP4

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    SPP7

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    DDL

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    L&M

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    FR

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    PM

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    Softwire

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    Data

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    BA

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    LM7

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    PP5

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    S4B

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    Degree level

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    Workshops Questions

    Strongly agreeAgreeDisagreeStrongly disagree
    Agenda and objectives for the workshop were clearly stated and achieved
    The environment throughout the session was conducive to learning
    The presenters were appropriately knowledgeable for the subject matter of the workshop
    The presenters made the workshop engaging
    Please select 3 words or phrases that best describe the workshop.*

    Was the pace of the workshop..*

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    Leadership & Management Level 3

    SignificantlySomewhatNot at all
    How your programme will support you to develop as a manager: What you can expect, how you’ll learn, and what’s expected of you
    Introducing Safeguarding, Prevent & British values in the context of your programme
    How you can manage your time effectively to get the most from your programme
    Your next steps on the programme and setting up your first 1-2-1 with your Professional Development Expert
    SignificantlySomewhatNot at all
    The differences and overlaps between leadership and management and what this means for you in your role
    Key leadership theories and what these mean in practice for you as a manager
    How you can use one or more of the theories to help you develop as manager
    SignificantlySomewhatNot at all
    How you can develop your skills and build successful teams
    What is involved in coaching vs mentoring
    How to use the GROW model of coaching with your team
    How you can put into practice your new skills with your team
    SignificantlySomewhatNot at all
    Planning and delivering effective manager meetings
    Effective work planning
    Progress with your programme tasks and put into practice work planning
    SignificantlySomewhatNot at all
    What continuous improvement means in practice for you as a manager
    How you might make improvements in your team / business area
    Developing a good business case using the PASS Framework
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    Leadership & Management Level 3 - 3.2

    SignificantlySomewhatNot at all
    Models of communication/ miscommunication
    Stakeholder and customer relationships
    Presentation skills
    SignificantlySomewhatNot at all
    The differences and overlaps between leadership and management and this means for you in your role
    Key leadership theories and what these mean in practice for you as a manager
    How you can use one or more of the theories to help you develop as a manager
    The difference between coaching & Mentoring
    Using the GROW model of coaching in practice to support you in your management role
    SignificantlySomewhatNot at all
    Learning from Unit 3
    Application of new skills
    Developing peer relationships
    Learning from the experience of others on the programme
    Applying new learning to your own work context
    SignificantlySomewhatNot at all
    Planning your continuous improvement project
    Understanding how you will be assessed at EPA
    Understanding your results
    Knowing where to go for guidance
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    Leadership & Management Level 3.6

    SignificantlySomewhatNot at all
    Knowing what success looks like and how to get there
    Understanding the course structure and how to get the most from your learning​
    Introducing Safeguarding, Prevent & British Values in the context of your programme
    Preparing for your first 1-2-1 coaching slot​
    Feeling confident in completing your programme
    SignificantlySomewhatNot at all
    Connecting with others in your cohort
    Gaining clarity around presentation scenarios
    Experiencing practical engagement with AI
    Understanding of experience required in Unit 2
    SignificantlySomewhatNot at all
    Consolidating learning from Unit 2.
    Exploring and practicing influencing skills.
    Looking ahead to Unit 3 and evidence requirements for your POEs.
    Exploring the characteristics of constructive feedback.
    Practicing two coaching skills: active listening and summarising.
    SignificantlySomewhatNot at all
    Reviewing and practising analysing and communicating data
    Looking ahead to the CI project and helping to identify appropriate projects
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    Leadership & Management Level 5

    SignificantlySomewhatNot at all
    How your programme will support you to develop as a manager: What you can expect, how you’ll learn, and what’s expected of you
    Introducing Safeguarding, Prevent & British values in the context of your programme
    How you can manage your time effectively to get the most from your programme
    Why you're starting the programme and how to kick start your personal development planning
    Your next steps on the programme and setting up your first 1-2-1 with your Professional Development Expert
    SignificantlySomewhatNot at all
    What coaching means in practice, and why it is an important tool for leaders
    Applying coaching models in practice
    Reflecting on your natural approach to critical conversations in order to help you deal with conflict
    To review and share best practice in handling conflict and to increase confidence addressing issues
    SignificantlySomewhatNot at all
    The differences and relationships between data, knowledge and information and how you can use them as a leader
    Awareness of what knowledge management means in practice for an organisation
    Your organisational and individual approach to knowledge management
    SignificantlySomewhatNot at all
    What you need to do for your Work Based Project proposal and how you will be assessed
    Sharing best practice on the components of an effective project including planning and progressing your project proposal.
    The fundamentals of a business case and how you begin to develop and test this for your work based project
    Conducting a stakeholder analysis to identify, understand, prioritise and manage the stakeholders for your work based project
    SignificantlySomewhatNot at all
    How and why we set budgets
    How we monitor budgets and analyse the data to increase profit and/or control costs
    The key terminology involved in budgeting
    Working effectively with your finance team in setting and monitoring budgets in your organisation
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    Leadership & Management Level 5.6

    SignificantlySomewhatNot at all
    Knowing what success looks like and how to get there
    Understanding the programme structure and how to get the most from your learning​
    Introducing Safeguarding, Prevent & British Values in context with your programme
    Preparing for your first 1-2-1 coaching slot​
    Feeling confident in completing your programme
    SignificantlySomewhatNot at all
    Building your understanding.
    Applying theory in practice.
    Expanding your toolkit.
    Enhancing your confidence.
    SignificantlySomewhatNot at all
    Understanding the requirements of the project to be delivered during Unit 3 & 4
    Building your confidence
    Identifying the fundamentals of a business case
    Starting to develop your own business case
    SignificantlySomewhatNot at all
    Understanding EPA.
    Understanding the assessment process.
    Understanding the revision guidance.
    SignificantlySomewhatNot at all
    Understanding the requirements of the professional discussion.
    Considering how to prepare for the professional discussion.
    Practicing possible professional discussion questions.
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    L&M 5 - Women in Leadership

    SignificantlySomewhatNot at all
    Knowing what success looks like and how to get there
    Understanding the programme structure and how to get the most from your learning​
    Introducing Safeguarding, Prevent & British Values in context with your programme
    Preparing for your first 1-2-1 coaching slot​
    SignificantlySomewhatNot at all
    To understand the requirements of the professional discussion
    To consider how to prepare for the professional discussion
    To practice possible professional discission questions
    SignificantlySomewhatNot at all
    To understand EPA
    To understand assessment process
    To understand revision guidance
    SignificantlySomewhatNot at all
    To understand imposter syndrome.
    To consider how to manage self doubt.
    SignificantlySomewhatNot at all
    Understanding the requirements of the project to be delivered during Unit 3 and 4
    Building your confidence
    Identifying the fundamentals of a business case
    Starting to develop your own business case
    SignificantlySomewhatNot at all
    Building your understanding
    Applying theory in practice
    Expanding your toolkit
    Enhancing your confidence
    SignificantlySomewhatNot at all
    Considering the feedback culture within your organisation.
    Discussing how this could be improved.
    Exploring how you deliver feedback.
    SignificantlySomewhatNot at all
    Considering how comfortable you are sharing your views.
    Discussing what might hold you back.
    Exploring ways of effectively being heard.
    SignificantlySomewhatNot at all
    Considering what is important for you in a role.
    Identifying what you enjoy and excel at.
    Exploring next steps.
    SignificantlySomewhatNot at all
    Understanding what personal brand is.
    Considering your own personal brand.
    Discussing how this links to your values.
    SignificantlySomewhatNot at all
    Considering the elements that make up your work life blend.
    Discussing ways of adjusting the blend.
    Exploring boundary setting.
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    Leadership & Management - EPA

    SignificantlySomewhatNot at all
    The EPA assessment process and what it consists of
    The the marking scheme and how to go from good to great
    The Assessment process including the evidence and the live assessment
    How to use the EPA guide and best practice for preparation and hints & tips
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    Fundraising Level 3

    SignificantlySomewhatNot at all
    How your programme will support you to develop as a fundraiser
    What you can expect, how you’ll learn, and what’s expected of you
    Introducing Safeguarding, Prevent & British values in the context of your programme
    How to use Aptem to complete CPD tasks
    Your next steps on the programme and setting up your first 1-2-1 with your Professional Development Expert
    SignificantlySomewhatNot at all
    How to network internally and externally
    How to produce a community map which shows the various potential supporters in your network
    how to build rapport and build new connections
    your next steps for building a network internally and externally
    SignificantlySomewhatNot at all
    Your understand the key components of a good case for support
    Your ability to articulate your own charity’s case for support and learn from others
    Your understanding of how to adapt your case for support into case statements for different audiences
    Your knowledge on how to engage supporters with what your charity does with a short fundraising proposition
    SignificantlySomewhatNot at all
    Your understanding of what good presentations look like and how you can work towards overcoming the fear factor
    Your skills around building effective PowerPoints/Slides to engage your audience
    How you put presentations together now and how you currently prepare for these
    Your understanding of what you will do differently for your next presentation
    SignificantlySomewhatNot at all
    The key components of a supporter journey
    The value of good listening and questioning skills
    How to adapt working style when working with others
    SignificantlySomewhatNot at all
    Understand EPA: Understand the EPA assessment process and what it consists of
    Understand the results: Fail, Pass and distinction – how to go from good to great
    Assessment process: The evidence, The presentation, the live assessment
    Revision guidance: How to use the EPA guide, best practice for preparation and hints & tips
    SignificantlySomewhatNot at all
    Build your understanding of what an ethical dilemma is
    Examine the Code of Fundraising Practice and how it applies
    Identify your chosen audience for your written pitch
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    DevOps

    SignificantlySomewhatNot at all
    Understand the structure of the Software Developer apprenticeship programme
    Get to know the team you'll be working with - Tutors, support staff, and your fellow apprentices
    Understand how safeguarding and British Values are important in this programme
    Start to develop a deeper understanding of what DevOps means, and how it will benefit your current role
    Know what to do to prepare for your first technical workshop (invite to follow)
    SignificantlySomewhatNot at all
    Reinforce understanding of coding fundamentals in Python
    Obtain a grasp of basic web app concepts (using Flask)
    Establish familiarity with common git commands
    Become confident in creating and uploading to git repositories (incl. raising pull requests)
    SignificantlySomewhatNot at all
    Practice pair/mob programming using the driver/navigator pattern
    Understand the benefits of APIs for automation and how to find documentation
    Establish awareness of clean coding principles, refactoring and tech debt
    Obtain experience with whiteboarding and program design
    SignificantlySomewhatNot at all
    Practice writing different types of tests, which types of risks they mitigate, what tooling is required for each type
    Reinforce understanding of how TDD works, and its advantages/disadvantages
    Demonstrate how to write code in a way that makes testing easy / possible
    Experience how tests facilitate safe refactoring of code
    SignificantlySomewhatNot at all
    Reinforce understanding of the basics of terminals, incl. reading/writing to files, searching & chaining commands
    Practice creating & executing Bash scripts (with a shebang and shell options)
    Develop confidence connecting to remote servers over SSH
    Automating the creation of virtual machines
    SignificantlySomewhatNot at all
    Explain the benefits of immutable infrastructure over maintaining long term servers/services
    Practice building and running docker containers
    Orchestrate multiple containers locally using docker compose
    Demonstrate uploading and downloading images from container registries
    SignificantlySomewhatNot at all
    Understand concepts such as user personas & user journeys, and how they can be used to build user stories
    Practice translating user needs into deliverable tasks
    Experiment with various design and planning tools
    Practice presenting to technical and non-technical audiences
    SignificantlySomewhatNot at all
    Demonstrate setting up a CI workflow linked to a git repository (e.g. GitHub Actions)
    Introduce addons/actions to an existing pipeline
    Setup a dedicated CI server locally
    Automate the sending of notifications when pipelines terminate
    SignificantlySomewhatNot at all
    Automate the build of release artefacts as part of a pipeline
    Obtain experience setting up a continuous deployment pipeline
    Practice promotion of releases to different environments
    Deploy containers to a hosting provider (Heroku)
    SignificantlySomewhatNot at all
    Establish familiarity with various databases technologies and the trade-offs between them
    Discuss how to process and manage data within the context of data protection policy and legislation
    Understand the varying requirements on a database (e.g. read, write heavy loads, high availability, recovery plans etc.)
    Learn how different database architectures can be used to satisfy varying requirements
    SignificantlySomewhatNot at all
    Develop awareness of common threats and attack vectors, and understand common mitigation techniques
    Understand how architectural design can influence data security and attack surface area
    Assess identified and potential security threats and take appropriate action based on likelihood vs impact
    Setup federated authentication using OAuth and using this to facilitate RBAC and ACL
    SignificantlySomewhatNot at all
    Understand the different types of Cloud tooling (SaaS vs IaaS vs PaaS)
    Learn the trade-offs between public and private cloud setups
    Establish familiarity with using a public cloud platform (Azure) and provisioning resources
    Practice working with Serverless architectural design (using Azure Functions & Message Queues)
    SignificantlySomewhatNot at all
    Understand the advantages of using IaC to provision infrastructure
    Learn the differences between the various tools available (Single vs Multi-Platform, Declarative vs Imperative)
    Experience setting up new infrastructure using IaC
    Practice migrating existing infrastructure to a manged IaC framework
    SignificantlySomewhatNot at all
    Install & manage logging on an existing cloud application
    Setup analytics for a web application to track logs and metrics
    Practice setting up alerts based on metrics that will notify interested parties
    Construct dashboards to visualise performance across slices of cloud infrastructure
    SignificantlySomewhatNot at all
    Understand the differences between various common container orchestration tools
    Introduce the basics around Kubernetes, including the architecture, configuring pods & services, and deploying workloads
    Setup scaling policies for your cluster based on various performance metrics
    Practice working with a managed Kubernetes cluster in the cloud
    SignificantlySomewhatNot at all
    Feel confident using Visual Studio Code to write and execute Python files
    Understand the core concepts of variables and data types
    Practise defining and calling functions
    Practise using control flow such as “if” conditions
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    Dev Ops 4.3

    SignificantlySomewhatNot at all
    Understanding the course structure and how to get the most from your learning.
    Knowing what success looks like and how to get there.
    Considering safeguarding, Prevent & British values in the context of your organisation and your course.
    Preparing for your first 1-2-1 coaching slot.
    Familiarising yourself with 'A Cloud Guru' and starting to explore it.
    SignificantlySomewhatNot at all
    Having an idea of how long the absolute minimum cycle can be to produce value and respond to feedback
    Getting a practical idea of how to create "value" using the technical skills you've acquired in the last two weeks
    Getting an early preview of how deploying to the cloud can make it easy for you to get a working system in front of people quickly and robustly
    SignificantlySomewhatNot at all
    Gaining confidence in writing Python to analyse data
    Understanding the benefits of git and git workflows
    Feeling comfortable with raising a pull request
    Getting experience in pair programming
    SignificantlySomewhatNot at all
    Understanding how to use an API by reading its documentation.
    Interacting with an API using command line and programming tools.
    Understanding the relationship between frontend websites and backend APIs.
    Modifying and augment an existing API.
    SignificantlySomewhatNot at all
    Getting familiar and comfortable with the TDD workflow.
    Getting comfortable and capable of writing code backed by tests.
    Gaining insight into what good tests look like.
    Understanding how good tests enable you to write code more confidently.
    Understanding how good tests enable you to refactor code more confidently.
    SignificantlySomewhatNot at all
    Getting experience connecting to virtual machines.
    Gaining familiarity in working with virtual machines at the command line.
    Becoming comfortable using configuration management tools to provision virtual machines.
    SignificantlySomewhatNot at all
    Getting more experience running Docker containers.
    Getting more comfortable creating our own Docker images.
    Getting a handle on publishing Docker images.
    SignificantlySomewhatNot at all
    Get more experience running Docker containers.
    Get more comfortable creating our own Docker images
    Get a handle on publishing Docker images
    SignificantlySomewhatNot at all
    Understand the different types of Cloud tooling (SaaS vs IaaS vs PaaS)
    Establish familiarity with using a public cloud platform (Azure) and provisioning resources
    Practice working with serverless architectural design (using Azure Functions/Logic Apps & Message Queues)
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    Software

    SignificantlySomewhatNot at all
    Understand the structure of the Software Developer apprenticeship programme
    Get to know the team you'll be working with - Tutors, support staff, and your fellow apprentices
    Understand how safeguarding and British Values are important in this programme
    SignificantlySomewhatNot at all
    Understand how to write logical code in at least one programming language
    Use code to fetch data from an external API and display it on a front-end
    Store, access and manipulate data using a database
    Test your code using unit tests, debuggers and manual testing
    SignificantlySomewhatNot at all
    Understand the format for the exam and the required pass mark
    Explain the difference between Agile and Waterfall development methodologies, and when each one is appropriate
    List the seven stages of the SDLC, and explain the purpose and outputs of each
    Understand the roles and responsibilities commonly involved in software development projects
    SignificantlySomewhatNot at all
    Understand how the portfolio is graded, and what formats are acceptable
    Explain how the work you've done is valuable to the business
    Understand that the portfolio should cover the full breadth of the standard, and review the criteria for that
    Make a start on your own portfolio, including a professional summary page
    SignificantlySomewhatNot at all
    Understand what the synoptic project is, and why it's important
    Have considered the three available options for the synoptic project to identify the one that's most suitable for you
    Know how to plan your time to ensure you can complete the project in time
    Understand options for preparing for the synoptic project
    SignificantlySomewhatNot at all
    Understand what's required to pass the exam, and where to find the syllabus for reference
    Identify any areas of uncertainty, and highlight parts of the course material or other material that might be useful for revision
    Discuss methods of effectively revising for technical exams
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    Software 4.4

    SignificantlySomewhatNot at all
    Understanding the course structure and how to get the most from your learning.
    Knowing what success looks like and how to get there.
    Considering safeguarding, Prevent & British values in the context of your organisation and your course.
    Preparing for your first 1-2-1 coaching slot.
    Exploring git and Github.
    This field is hidden when viewing the form

    Project Management

    SignificantlySomewhatNot at all
    How your programme will support you to develop as a project manager including what you can expect, how you’ll learn, and what’s expected of you
    Introducing Safeguarding, Prevent & British values in the context of your programme
    An introduction to Leadership & Teamwork and learning practical skills in using Aptem
    Your next steps on the programme, hints and tips for success and setting up your first 1-2-1 with your Professional Development Expert
    SignificantlySomewhatNot at all
    How to collaborate and work effectively within a team
    How to apply project management skills in the context of your organisation
    The importance of Integrity, ethics, compliance and professionalism when managing a project
    SignificantlySomewhatNot at all
    The PMQ exam and the command verbs used in questions within the exam
    Learning and knowledge gained from previous units within the programme
    Your next steps on the programme, working towards your PMQ exam
    SignificantlySomewhatNot at all
    Introducing the requirements of the online PMQ exam and its format
    Gain an insight into how PMQ exam papers are marked
    How to answer PMQ questions containing command verbs
    Share hints and tips on how to answer PMQ style questions in preparation for your exam
    SignificantlySomewhatNot at all
    The EPA assessment process and what it consists of
    Gain an insight into the EPA elements and the grading process
    Prepare for EPA by conducting a mini EPA with a partner
    Your next steps on the programme, hints and tips for success in the EPA and completing EPA documentation
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    Project Management v2

    SignificantlySomewhatNot at all
    Analysing stakeholders and creating a communication plan.
    Leading and motivating a team.
    Reviewing conflict situations and suggesting suitable responses.
    Applying theories to practice.
    SignificantlySomewhatNot at all
    Understanding a business case.
    Understanding integrated planning.
    Consolidating learning.
    SignificantlySomewhatNot at all
    Understanding schedule management.
    Understanding resource schedule management.
    Checking your understanding of schedule and resource management.
    SignificantlySomewhatNot at all
    Understanding schedule management.
    Understanding resource schedule management.
    Checking your understanding of schedule and resource management.
    SignificantlySomewhatNot at all
    Understand the EPA process
    Understand the results
    Understand how to prepare for EPA
    EPA revision guidance
    Next steps
    This field is hidden when viewing the form

    Data Essentials

    SignificantlySomewhatNot at all
    The course structure and how to get the most from my learning
    Introducing Safeguarding, Prevent & British values in the context of your programme
    How I can progress through the course and go on to complete successfully
    SignificantlySomewhatNot at all
    My knowledge regarding data quality issues
    My practical, technology-based skills to address data quality issues
    My confidence in identifying a range of solutions to address data quality issues
    SignificantlySomewhatNot at all
    My understanding of normalisation and data quality
    My practical, technology-based skills to link tables together
    My practical, technology-based skills to pivot and unpivot data
    SignificantlySomewhatNot at all
    My practical skills for data integrations
    My understanding of the data integration process
    My confidence in advance of the End Of Unit 3 Practice Project Brief
    SignificantlySomewhatNot at all
    My practical, technology-based skills for building charts and dashboards
    My knowledge of data visualisation best practice
    My confidence in communicating a complex set of insights to a diverse audience
    SignificantlySomewhatNot at all
    How I can interpret a range of evidence to reach a conclusion
    How to assess the reliability of data/evidence
    My practical, technology-based skills for data analysis
    SignificantlySomewhatNot at all
    How data drives decision-making
    My understanding of sampling and selection bias
    My practical, technology-based skills for Business Insights
    SignificantlySomewhatNot at all
    Potential applications of Machine Learning
    My practical, technology based skills to build simple models
    Data ethics issues and how they relate to Machine Learning
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    Data Essentials 3.2

    SignificantlySomewhatNot at all
    Business problems to tackle and what data might be useful
    Practical ways of gathering data from stakeholders
    Data sources
    SignificantlySomewhatNot at all
    Recognising how the six dimensions of data quality can be compromised
    Methods for data sorting and filtering in Excel
    Spotting potential outliers in numeric data
    SignificantlySomewhatNot at all
    How to summarise categorical data in a pivot table
    How to summarise numeric data in a pivot table
    Adding filters and slicers to a pivot table
    SignificantlySomewhatNot at all
    How to create pivot charts and change the chart type (including checking to make sure that data is not misleading)
    How to add a slicer and connect this to multiple pivot charts and tables
    How to format individual pivot charts and the whole dashboard for maximum impact
    SignificantlySomewhatNot at all
    How to add pivot charts and slicers to create a dashboard
    How to polish a dashboard and adjust the data for non-technical audiences
    How to copy charts and tables into PowerPoint to create an attractive, concise slide deck
    SignificantlySomewhatNot at all
    Using Power Query to create a data pipeline by connecting to a data source that can be refreshed
    Completing data cleaning steps in Power Query as part of a data pipeline
    Being aware of good practice when creating a pipeline
    SignificantlySomewhatNot at all
    Using Power Query to connect to multiple data sources
    Creating a pipeline to clean data in Power Query, using the data preview tools
    Creating new columns in Power Query
    SignificantlySomewhatNot at all
    Importing fact and dimension tables and using the given relationships when creating visualisations
    Creating and customising standard visualisations in Power BI
    Creating and customising advanced visualisations in Power BI
    SignificantlySomewhatNot at all
    Understanding how to create a data model in Power Pivot
    Being aware of the functional differences between Excel dashboards and Power BI dashboards
    Learning about methods for sharing and uploading a dashboard using the Power BI service
    SignificantlySomewhatNot at all
    Sharing top tips about how to create an outstanding portfolio
    Discussing general strategies for the professional discussion
    Addressing any areas of concern or weakness around particular KSBs
    SignificantlySomewhatNot at all
    Understanding KSB requirements for the Scenario Demonstration
    Understanding general approaches for demonstrating knowledge to an assessor
    SignificantlySomewhatNot at all
    Gaining further understanding about the Scenario Demonstration
    Learning how to apply familiar techniques to new problems
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    Data Analyst L4

    SignificantlySomewhatNot at all
    The structure of the course
    The assessment process
    Running a query in pgAdmin
    SignificantlySomewhatNot at all
    The SQL WHERE clause
    Data types
    The SQL ORDER BY clause
    SignificantlySomewhatNot at all
    The SQL GROUP BY clause
    The difference between aggregate and non-aggregate functions
    The principles of database design
    SignificantlySomewhatNot at all
    LEFT JOINs and INNER JOINs
    The difference between types of join
    The Entity Relationship Diagram (ERD)
    SignificantlySomewhatNot at all
    The importance of data visualisation
    The principles of effective data visualisation design
    Building dashboards
    SignificantlySomewhatNot at all
    Running a piece of code in Python on Jupyter Notebook
    The process of learning to code
    Error messages in Python
    SignificantlySomewhatNot at all
    Importing packages and reading data
    Exploring and manipulating data
    Searching for information about python and pandas functions
    SignificantlySomewhatNot at all
    How python can be applied to business problems
    The structure of a portfolio report
    The structure of an analytics project (DA LifeCycle)
    SignificantlySomewhatNot at all
    Basic statistics and the impact of biased data
    Calculating correlation in Excel
    Interpreting the results of linear regression analysis in Excel
    SignificantlySomewhatNot at all
    The analytical process
    Building a linear regression model in Python / R
    Interpreting the results of linear regression analysis in Python / R
    SignificantlySomewhatNot at all
    The analytical process
    Building a logistic regression model in Python / R
    Interpreting the results of logistic regression analysis in Python / R
    SignificantlySomewhatNot at all
    Working with TimeSeries in Python / R
    Manipulating TimeSeries in Python / R
    TimeSeries components
    SignificantlySomewhatNot at all
    Building ARIMA models to fit data
    Selecting the best ARIMA model
    Forecasting TimeSeries with ARIMA
    SignificantlySomewhatNot at all
    Building ETS models to fit data
    Selecting the best ETS model
    Forecasting TimeSeries with ETS
    SignificantlySomewhatNot at all
    The k-means clustering algorithm
    Applying the k-means clustering algorithm
    Interpreting the results of the k-means clustering algorithm
    SignificantlySomewhatNot at all
    TimeSeries components
    ARIMA models for forecasting
    Interpreting the results of ARIMA models and determining the best model
    SignificantlySomewhatNot at all
    The variety of tools available for doing analytics
    Data analytics tools
    The process of choosing the appropriate tool for the job
    SignificantlySomewhatNot at all
    Conceptual data modelling
    Normalising a dataset
    Applying normalisation skills in practice
    SignificantlySomewhatNot at all
    Key data positions
    Potential data progression paths
    Creating a data progression plan
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    Data Analyst L4 (4.3)

    SignificantlySomewhatNot at all
    Useful sources of data and how to connect to them
    Methods of exploring data in Excel
    Importance of data quality
    SignificantlySomewhatNot at all
    Six dimensions of data quality
    Applying methods to identify data quality issues in Excel
    Applying methods of resolving data quality issues in Excel
    SignificantlySomewhatNot at all
    Differences in structures of data sources
    Recognising the limitations on the use of different classes of data
    Justifying the need for data security policies and legislation
    SignificantlySomewhatNot at all
    The importance of data visualisation
    Justifying the principles of effective dashboard design
    Applying methods and tools for dashboard building
    SignificantlySomewhatNot at all
    How descriptive statistics can be used to inform
    Applying descriptive statistical methodologies
    The uses of specific statistical mythologies
    SignificantlySomewhatNot at all
    The types of questions that decision trees can be used for
    Applying methods of finding the best decision tree in Python
    Applying methods of implementing a decision tree in Excel
    SignificantlySomewhatNot at all
    Planning a linear regression in Python
    Creating a linear regression in Python
    Evaluating the results of linear regression
    SignificantlySomewhatNot at all
    Creating a logistic regression in Python
    Implementing a logistic regression in Python
    Evaluating the results of logistic regression
    SignificantlySomewhatNot at all
    Creating a cluster model in Python
    Implementing a cluster model in Python
    Analysing the clusters
    SignificantlySomewhatNot at all
    Creating a time series model in Python
    Implementing a time series model in Python
    Evaluating the results of a time series model
    SignificantlySomewhatNot at all
    Recognising opportunities for data analytics
    Justifying the value of an analytics project
    Creating a business case for an analytics project
    SignificantlySomewhatNot at all
    Recalling the steps of the data analytics life cycle
    Explaining how you can apply the data analytics life cycle to a project
    Describing how you can conduct a stakeholder analysis
    SignificantlySomewhatNot at all
    Recalling the key features of strong presentation styles
    Evaluating the success of a presentation
    Delivering a short presentation
    SignificantlySomewhatNot at all
    Understanding the requirements of EPA
    Describing the process involved in EPA
    Creating an EPA Preparation Plan
    SignificantlySomewhatNot at all
    Identifying key topics and skills related to data
    Examining potential data progression paths
    Discussing how you can create a personal progression plan
    SignificantlySomewhatNot at all
    Completing your EPA Preparation Plan
    Satisfying the requirements of Gateway
    Appraising your preparedness
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    Business Associate

    SignificantlySomewhatNot at all
    How your programme will support you to develop including what you can expect, how you’ll learn, and what’s expected of you
    Introducing Safeguarding, Prevent & British values in the context of your programme
    How you can manage and adopt a growth mindset
    Your next steps on the programme and setting up your first 1-2-1 with your Professional Development Expert
    SignificantlySomewhatNot at all
    How to evaluate the meaning of effective communication
    How to promote good communication at work
    How to examine how to collaborate effectively
    Your next steps on the programme and completing written tasks in Aptem
    SignificantlySomewhatNot at all
    How to evaluate what makes "good" customer service
    How to deliver good customer service
    How to construct developmental feedback
    The ability to deliver effective feedback
    SignificantlySomewhatNot at all
    What makes a successful meeting
    How to evaluate how to successfully minute meetings
    The different methods of upskilling
    How to devise a plan to upskill a co-worker
    SignificantlySomewhatNot at all
    How Excel is used in your organisation and role
    Recognise and apply the basic functions of Excel
    Organise data using Excel functions
    SignificantlySomewhatNot at all
    Assess the priority of work tasks using a range of techniques
    Recognise common time-wasters at work and approaches to address these
    Identify approaches to push back to senior colleagues confidently and manage up.
    This field is hidden when viewing the form

    L&M Level 7

    SignificantlySomewhatNot at all
    How your programme will support you to develop as a manager: What you can expect, how you’ll learn, and what’s expected of you
    Introducing Safeguarding, Prevent & British values in the context of your programme
    Creating a culture of psychological safety in an organisation
    Your next steps on the programme and setting up your first 1-2-1 with your Professional Development Expert
    SignificantlySomewhatNot at all
    Understanding The Double S Curve
    Understanding resistance to change
    Understanding change and mental health
    SignificantlySomewhatNot at all
    Understanding continuous improvement
    Knowing the LEAN principles
    Understanding continuous improvement and mental health
    SignificantlySomewhatNot at all
    Understanding the difference between coaching and mentoring
    Considering the benefits of creating a coaching culture
    Sharing knowledge and best practice
    SignificantlySomewhatNot at all
    Defining resilience
    Considering the downsides of resilience
    Discussing how to manage and build your resilience
    SignificantlySomewhatNot at all
    Considering tools to help identify the external environment
    Understanding the forces that impact the external environment
    Reviewing the geo-economic impact
    Gathering information to enable completion of module 5.2
    SignificantlySomewhatNot at all
    Considering organisational branding
    Understanding the marketing mix
    Investigating sustainable marketing
    Gathering information to enable completion of module 4.8
    SignificantlySomewhatNot at all
    Considering visibility in the workplace
    Identifying ways to increase visibility
    Reviewing ways to mitigate potential drawbacks of increased visibility
    SignificantlySomewhatNot at all
    Considering motivation
    Reviewing motivation tools and theory
    Sharing best practice
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    L&M L7 - Women in Leadership

    SignificantlySomewhatNot at all
    Understanding the programme structure and how to get the most from your learning.
    Knowing what success looks like and how to get there.
    Preparing for your initial 1-2-1.
    Feeling confident in completing your programme.
    SignificantlySomewhatNot at all
    Understanding what personal brand is.
    Considering your own personal brand.
    Discussing how this links to your values.
    SignificantlySomewhatNot at all
    Considering the elements that make up your work life blend.
    Discussing ways of adjusting the blend.
    Exploring boundary setting.
    SignificantlySomewhatNot at all
    Considering what is important for you in a role.
    Identifying what you enjoy and excel at.
    Exploring next steps.
    SignificantlySomewhatNot at all
    Discussing what might hold you back.
    Exploring ways of effectively being heard.
    SignificantlySomewhatNot at all
    Understanding the structure of the apprenticeship and the CMI award.
    Knowing how you will be assessed.
    Considering the evidence requirements of the apprenticeship.
    Exploring how to answer the different types of questions.
    SignificantlySomewhatNot at all
    Understanding the requirements of the professional discussion.
    Considering how to prepare for the professional discussion.
    Practising possible professional discussion questions.
    SignificantlySomewhatNot at all
    Considering the feedback culture within your organisation.
    Discussing how this could be improved.
    Exploring how you deliver feedback.
    SignificantlySomewhatNot at all
    Understanding Imposter Syndrome.
    Considering how to manage Self Doubt.
    Exploring how to create inclusive environments.
    SignificantlySomewhatNot at all
    Examining your network.
    Exploring how women can support women.
    Considering diverse stakeholder groups.
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    Data Analyst - Imperial

    SignificantlySomewhatNot at all
    The structure of the course and how to get the most from it
    What success looks like and how to get there
    Safeguarding, Prevent & British Values in the context of the course and your organisation
    This field is hidden when viewing the form

    Data Professional - Imperial

    SignificantlySomewhatNot at all
    The structure of the course and how to get the most from it
    What success looks like and how to get there
    Safeguarding, Prevent & British Values in the context of the course and your organisation
    This field is hidden when viewing the form

    S4B

    SignificantlySomewhatNot at all
    Calculating simple probability
    Showing probability as a fraction, a decimal, or a percentage
    Calculating combined probability
    SignificantlySomewhatNot at all
    Calculating percentages of amounts
    Increasing by a percentage
    Calculating compound interest
    SignificantlySomewhatNot at all
    Calculating percentage change (any size increase and decrease)
    Calculating the original value after percentage change
    SignificantlySomewhatNot at all
    Understanding mean/average
    Estimating the mean of a grouped frequency distribution from discrete data
    SignificantlySomewhatNot at all
    Adding, subtracting and comparing amounts or quantities using proper and improper fractions and mixed numbers
    SignificantlySomewhatNot at all
    Calculate using compound measures including speed, density, and rates of pay
    SignificantlySomewhatNot at all
    Calculate reverse percentages
    Calculate the original value after a percentage change
    SignificantlySomewhatNot at all
    Follow the correct order of precedence of operators when completing calculations, including indices
    Evaluate expressions and make substitutions in given formulae in words and symbols
    SignificantlySomewhatNot at all
    Use formulae to calculate the surface areas of 3-D shapes including cylinders
    SignificantlySomewhatNot at all
    Use formulae to calculate the volume of 3-D shapes including cylinders
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    CMD

    SignificantlySomewhatNot at all
    Understanding the course structure and how to get the most from your learning
    Knowing what success looks like and how to get there
    Safeguarding, Prevent & British values in the context of your organisation and your course
    Preparing for your first 1-2-1 coaching slot
    Feeling confident in completing your course
    SignificantlySomewhatNot at all
    Considering the importance of creating a growth mindset
    Exploring organisational culture
    Applying theoretical concepts on culture to your own organisation.
    SignificantlySomewhatNot at all
    Exploring ways to communicate effectively
    Understanding how Trust is a key leadership skill
    Leveraging diversity through inclusivity
    SignificantlySomewhatNot at all
    Understanding what motivates people from a practical perspective
    Understand and apply motivation theory in your work context
    Understand what it means in terms of supporting the creation of an inclusive, high-performance work culture
    SignificantlySomewhatNot at all
    Understand and clarify what is required for Part A of the Module Challenge (Reflective Leadership Review)
    Understand and clarify what is required for Part B of the Module Challenge (Personal Development Plan - PDP)
    Understand how to create a personal SWOT analysis to link Parts A & B of the Module Challenge
    SignificantlySomewhatNot at all
    Understanding the purpose of visualisation
    Understanding the features of visualisation
    Identifying what makes a good visualisation
    SignificantlySomewhatNot at all
    Recognising useful sources of data and how to connect to them
    Applying methods of exploring data in Excel
    Exploring the importance of data quality
    SignificantlySomewhatNot at all
    Identifying features that make a good dashboard
    Understanding how to build a dashboard
    Building a simple dashboard
    SignificantlySomewhatNot at all
    Understanding your own circle of trust
    Identifying current inclusion practice within your organisation
    Considering the role you play in equity, equality, diversity and inclusion
    SignificantlySomewhatNot at all
    Understanding what talent management is
    Considering and identify the recruitment aspect of talent management within your organisation
    Understanding a talent management development tool and analyse how this could be used and improved
    SignificantlySomewhatNot at all
    Familiarisation with coaching
    Considering opportunities to introduce active listening/coaching in individual work context
    Practising coaching techniques
    SignificantlySomewhatNot at all
    Understanding the opportunities and challenges of working with AI and use of effective prompt engineering
    The practical application skills for prompt engineering and effective use of AI as a research tool
    Recognising and sharing the skills required for fact-checking and providing evidence for content generated by AI with AI and LLMs including security and ethical practice
    SignificantlySomewhatNot at all
    Providing an overview of knowledge management and its importance for managing innovation and change
    Exploring how knowledge management supports innovation by sharing new ideas, avoiding repeated mistakes and building on previous knowledge
    Identifying actions that can be taken to manage knowledge effectively at their organisation and how this links to competitive advantage
    SignificantlySomewhatNot at all
    Understanding customer insight, leading to product or customer service improvement
    Considering tools for continuous improvement
    Analysing and applying, marketing segmentation and customer insight theory to inform product and service innovation
    Exploring and justifying actions to implement change for product or customer service improvement
    SignificantlySomewhatNot at all
    Analyse financial data and draw conclusions relating to financial performance
    SignificantlySomewhatNot at all
    Reflecting on the risk management process.
    Connecting risks with risk categories and those responsible within the organisation to mitigate or reduce specific risks.
    Understanding how to prioritise risk.
    SignificantlySomewhatNot at all
    What an Academic Portfolio is
    Identifying an example of an effective Academic Portfolio
    How you should set out your Academic Portfolio
    Using appropriate academic language in an Academic Portfolio
    Considering where to look for credible research on contemporary business issues
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    DTSP

    SignificantlySomewhatNot at all
    Understanding the course structure and how to get the most from your learning
    Knowing what success looks like and how to get there
    Safeguarding, Prevent & British values in the context of your organisation and your course
    Preparing for your first 1-2-1 coaching slot
    Feeling confident in completing your course
    SignificantlySomewhatNot at all
    Exploring the structure of relational databases
    Becoming familiar with interfaces for interacting with relational databases, both graphical and SQL
    Reflecting on how to apply data structure models in your role
    SignificantlySomewhatNot at all
    Evaluating Moore’s law and how accurate it is
    Practicing linear regression modelling and interpreting the model
    Identifying role-relevant data that could be used for Module Challenge A
    SignificantlySomewhatNot at all
    Practicing going through a data analysis project in Python
    How to build different models quickly using scikit-learn
    Practicing improving and evaluating a model’s performance
    SignificantlySomewhatNot at all
    Practicing reading and writing code
    How to use debug tools In an IDE
    How to interpret variable values
    SignificantlySomewhatNot at all
    Practicing debugging Python code
    Practicing improving Python code style
    Practicing improving Python code
    SignificantlySomewhatNot at all
    Practicing building a dashboard in Flask
    Practicing solving a business challenge
    Identifying role relevant dashboards that could be used for Module Challenge A
    SignificantlySomewhatNot at all
    Reflecting and articulating the dynamics of their teams, exploring factors affecting their dynamics
    Becoming familiar with the concept of functional, project and matrix organisational structures
    Performing a SWOT analysis on their team
    SignificantlySomewhatNot at all
    Identifying why conflict happens
    Explaining methods for preventing unnecessary conflict
    Comparing the features and applicability of different approaches to resolving conflict
    SignificantlySomewhatNot at all
    Defining design thinking and understand its stages
    Applying design thinking to real-world sustainability challenges
    Critically assess the impact of technology solutions on sustainability
    Collaborating and communicating effectively in team settings
    SignificantlySomewhatNot at all
    Examining data relating to a sustainable business idea
    Practicing building time series forecasts
    Practicing exploring and analysing data you are unfamiliar with
    SignificantlySomewhatNot at all
    Exploring relating strategic aims to concrete projects
    Practicing developing a business proposal
    Practicing presenting and sharing work
    SignificantlySomewhatNot at all
    Understanding common considerations when designing a VPC
    Creating a VPC and connect a server through it
    Becoming comfortable working through the AWS Academy labs
    SignificantlySomewhatNot at all
    Understanding common considerations when encrypting things in the cloud.
    Creating and make use of a cloud encryption key.
    Practising using AWS services.
    SignificantlySomewhatNot at all
    Understanding approaches to structuring VPC resources securely
    Managing and accessing Security groups.
    Practicing using AWS services .
    SignificantlySomewhatNot at all
    Practicing exploring data files in the cloud
    Practicing executing commands in a terminal
    Exploring using AWS Coud9 IDE
    SignificantlySomewhatNot at all
    Exploring how to build a dataset using AWS Glue
    Practicing using Amazon Athena
    Applying knowledge of SQL to query data
    SignificantlySomewhatNot at all
    Exploring Californian house prices with Python.
    Quantifying and visualising relationships in data
    Preparing and transforming data for a model
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    Data Driven Leader

    SignificantlySomewhatNot at all
    Understand the course structure and how to get the most from your learning
    Know what success looks like and how to get there
    Consider Safeguarding, Prevent & British Values in the context of your organisation and your course
    Prepare for your first 1-2-1 coaching slot
    Feel confident in completing your course
    SignificantlySomewhatNot at all
    Understanding the value of data and how it is relevant to you as a leader
    Understanding different methods for obtaining data that will support your diploma
    SignificantlySomewhatNot at all
    Becoming comfortable with discovering new keyboard and mouse shortcuts in Excel
    Learning how to quickly summarise and display data using the ‘Quick Analysis’ menu in Excel
    Considering powerful formatting options like the Format Painter and conditional formatting
    SignificantlySomewhatNot at all
    Understanding key models of good team working
    Putting principles of team working into action
    SignificantlySomewhatNot at all
    Recognising how the six dimensions of data quality can be compromised
    Sorting and filtering data in Excel
    Spotting outliers in numeric data
    SignificantlySomewhatNot at all
    Exploring different types of management relationships
    Learning how to effectively delegate
    SignificantlySomewhatNot at all
    Adding pivot tables and pivot charts in Excel.
    Adding slicers and connecting these to all visualisations to create an interactive dashboard.
    Perfecting the aesthetics of a dashboard to enhance engagement and the ability to gain insights.
    SignificantlySomewhatNot at all
    Understanding what good storytelling looks like across different channels.
    Building your own confidence around creating stories with data and presenting.
    SignificantlySomewhatNot at all
    Adding visualisations and exploring interactivity in Power BI.
    Working with advanced visualisation types in Power BI.
    Customising aesthetics in Power BI.
    SignificantlySomewhatNot at all
    Understanding what good data visualisation looks like, across different channels.
    Build own confidence around creating data visualisations.
    SignificantlySomewhatNot at all
    Sharing top tips about how to create an outstanding Portfolio.
    Discussing general strategies for the Professional Discussion.
    Addressing any areas of concern or weakness around particular KSBs.
    SignificantlySomewhatNot at all
    Understanding KSB requirements for the Scenario Demonstration.
    Understanding general approaches for demonstrating knowledge to an assessor.
    SignificantlySomewhatNot at all
    Gaining further understanding about the Scenario Demonstration.
    Learning how to apply familiar techniques to new problems.
    This field is hidden when viewing the form

    Data Professional - Google Tools

    SignificantlySomewhatNot at all
    Getting additional course information
    Getting prepared for success
    Previewing course content
    SignificantlySomewhatNot at all
    Recognising the Six Dimensions of Data Quality
    Learning methods for data sorting and filtering in Google Sheets
    Spotting potential outliers in numerical data
    SignificantlySomewhatNot at all
    Learning more about the Scenario Demonstration assessment
    Understanding how to summarise categorical and numeric data in a pivot table
    Being comfortable with adding filters and slicers to a pivot table
    SignificantlySomewhatNot at all
    Understanding how to create pivot tables and visualisations, then change the chart type (including checking to make sure that data is not misleading)
    Understanding how to add a slicer and connect this to multiple pivots and visualisations
    Understanding how to create a dashboard for maximum impact
    SignificantlySomewhatNot at all
    Revising how to add pivot tables and slicers to create a dashboard
    Knowing how to polish a dashboard and adjust the data for non-technical audiences
    Knowing how to copy charts and tables to create an attractive, concise slide deck
    SignificantlySomewhatNot at all
    Understanding data normalisation and recognise its importance
    Knowing how to import data into Google Looker
    Creating and customising visualisations in Google Looker
    SignificantlySomewhatNot at all
    Understanding how to effectively prepare our data for import into Looker
    Learning how to import multiple tables into Google Looker using blends and joins
    Developing our dashboard skills to present effective summaries of performance
    SignificantlySomewhatNot at all
    Understanding, gathering and using geolocation data in Looker
    Creating multiple pages in Google Looker
    Creating and using control buttons in Google Looker
    SignificantlySomewhatNot at all
    Understanding why we should use process maps
    Understanding process map creation
    Familiarising yourself with Google Drawings
    SignificantlySomewhatNot at all
    Sharing top tips about how to create an outstanding Portfolio
    Discussing general strategies for the Professional Discussion
    Addressing any areas of concern or weakness around particular KSBs
    SignificantlySomewhatNot at all
    Understanding KSB requirements for the Scenario Demonstration
    Understanding general approaches for demonstrating knowledge to an assessor
    SignificantlySomewhatNot at all
    Gaining further understanding about the Scenario Demonstration
    Learning how to apply familiar techniques to new problems
    This field is hidden when viewing the form

    SPP7

    SignificantlySomewhatNot at all
    Understanding the programme structure and how to get the most from your learning.
    Knowing what success looks like and how to get there.
    Preparing for your initial 1-2-1.
    Feeling confident in completing your programme.
    Starting your programme (Using Aptem).
    SignificantlySomewhatNot at all
    Generational Workforce Dynamics
    SignificantlySomewhatNot at all
    Understanding the employee lifecycle and employee journey perspectives on people practice
    Applying a DEI lens to people practice.
    Critically analysing trends in people practice through knowledge sharing.
    Being ready and enthused to start U2.
    SignificantlySomewhatNot at all
    Exploring our people data capabilities.
    Linking employee voice and experience to data.
    Exploring types of data interpretation.
    Being ready and enthused to start Unit 3
    SignificantlySomewhatNot at all
    Understanding the role of internal communications.
    Developing practical strategies and skills for enhancing internal communications.
    Exploring the "5S principles".
    SignificantlySomewhatNot at all
    The EPA assessment process and what it consists of
    EPA results: Fail, pass and distinction – and how to go from good to great
    The assessment process: the evidence, the presentation and the live assessment
    The revision guidance: How to use the EPA guide and the best practice for preparation
    SignificantlySomewhatNot at all
    Comparing change within organisations
    Applying practical strategies and skills for managing change.
    Exploring change frameworks
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    Data engineering

    SignificantlySomewhatNot at all
    Understanding the course structure and how to get the most from your learning
    Knowing what success looks like and how to get there
    Considering safeguarding, Prevent & British values in the context of your organisation and your course
    Preparing for your first 1-2-1 coaching slot
    Familiarising yourself with 'A Cloud Guru' and starting to explore it
    SignificantlySomewhatNot at all
    Understanding how to set up and test virtual machines within data engineering development environments and tools
    Creating a cloud sandbox and SQL database
    Investigating how to query cloud databases with local SQL tool
    SignificantlySomewhatNot at all
    Applying advanced SQL techniques to transform and analyse data efficiently.
    Creating stored procedures to automate data retrieval and reporting.
    Optimising SQL queries using execution plans and best practices.
    Understanding the importance of dimensional data modelling in self-service BI.
    SignificantlySomewhatNot at all
    Creating and analysing dimensional data models using SQL and Power BI, comparing it to normalised data structures
    Applying different types of Slowly Changing Dimensions (SCDs) to address specific business requirements
    Designing fact and dimension tables, considering grains and advanced techniques.
    SignificantlySomewhatNot at all
    Exploring and processing Company House data using Python in a Jupyter notebook
    Converting notebook code into reusable functions for a data pipeline
    Developing production script and automation's using task scheduling
    SignificantlySomewhatNot at all
    Setting up and configuring AWS development environment (CloudShell, IAM roles, S3 buckets)
    Converting and optimising data files from CSV to Parquet format using Python
    Implementing AWS Glue crawlers for automated data discovery and cataloguing
    Querying and analysing data across multiple files using Amazon Athena
    SignificantlySomewhatNot at all
    Designing effective star schemas with appropriate fact and dimension tables
    Creating comprehensive data dictionaries and business data catalogues
    Developing data pipeline design and source-to-target mapping
    Establishing monitoring and control processes for data quality
    Implementing requirements management and risk assessment strategies
    SignificantlySomewhatNot at all
    Setting up and configuring Azure data engineering resources (SQL DB, Synapse, Data Lake)
    Creating schemas, tables and stored procedures for ETL processes
    Developing data pipelines to copy and transform data between systems
    Implementing and testing Type 1 SCD updates for dimension tables
    SignificantlySomewhatNot at all
    Extracting structured information from text using regex patterns
    Cleaning and transforming unstructured text data into structured formats
    Using Python to store extracted text data in SQLite databases
    Implementing AI pipelines for advanced information extraction
    SignificantlySomewhatNot at all
    Building and monitoring data streaming pipelines using AWS services
    Analysing streaming data using SQL and visualising results
    Creating automated workflows to orchestrate streaming data processing
    Understanding real-time vs near real-time streaming architectures and their use cases
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    Business change professional

    SignificantlySomewhatNot at all
    Understanding the course structure and how to get the most from your learning.
    Knowing what success looks like and how to get there.
    Considering Safeguarding, Prevent & British Values in the context of your organisation and your course.
    Preparing for your first 1-2-1 coaching slot.
    Feeling confident in completing your course.
    SignificantlySomewhatNot at all
    Understand when and how to undertake external and internal analysis
    Know how to select an appropriate internal analysis model and undertake a VMOST analysis
    Know how to select an appropriate external analysis model and undertake a PESTLE analysis
    Know how to combine analysis tools for deeper understanding
    SignificantlySomewhatNot at all
    Understand how and when to use the SDLC and BCLC
    Know how and when to apply Waterfall and Agile approaches
    Understand technologies shaping the future of business
    SignificantlySomewhatNot at all
    Knowing how to identify, analyse and communicate with stakeholders.
    Understanding the different communication approaches and when to use them.
    Knowing how to construct a RASCI, a Power / Interest grid and understanding how they impact stakeholders.
    Understanding how to negotiate effectively and deal with conflict.
    SignificantlySomewhatNot at all
    Understanding the data-to-impact pipeline.
    Knowing how to select appropriate data sources.
    Knowing how to identify and address data quality issues.
    Understanding the power of visuals and why storytelling works.
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    PP5

    SignificantlySomewhatNot at all
    Understanding the programme structure and how to get the most from your learning.
    Knowing what success looks like and how to get there.
    Preparing for your initial 1-2-1.
    Feeling confident in completing your programme.
    Starting your programme (Using Aptem).
    SignificantlySomewhatNot at all
    Getting to know your learning community
    Exploring the purpose and value of the people professional
    Exploring the CIPD Profession Map
    Knowing how to approach CPD questions
    SignificantlySomewhatNot at all
    Understanding organisational culture and theoretical perspectives on how people behave at work.
    Exploring Handy's culture model.
    Exploring Schein's culture model.
    Putting theory into practice.
    SignificantlySomewhatNot at all
    Understanding the employee lifecycle and employee journey perspectives on people practice.
    Putting theory into practice.
    SignificantlySomewhatNot at all
    Exploring how to critically appraise evidence.
    Understanding command verbs.
    Understanding quantitative and qualitative evidence.
    Defining evidenced based practice.
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    Final Questions

    On a scale of 1-10, with 10 being the highest, how would you rate your experience on this workshop overall?*

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