21 General Knowledge courses in Cardiff delivered Live Online

Course Objectives This course aims to provide delegates with a foundation for Excel knowledge and skills. ' Customer Feedback Great course and excellent trainer. Thanks Tracy Preston - Western Power Distribution Very helpful course. Would definitely take another one. Pedro was very patient and made it fun and engaged with us all. Laura Smith - James Grant Very professional and well mannered, fun and pleasant at the same time. I learnt a lot Carolina Foster - CNN 1 year email support service Take a look at the consistent excellent feedback from trainees visiting our site ms-officetraining co uk With more than 20 years experience, we deliver courses on all levels of the Desktop version of Microsoft Office and Office 365; ranging from Beginner, Intermediate, Advanced to the VBA level. Our trainers are Microsoft certified professionals with a proven track record with several years experience in delivering public, one to one, tailored and bespoke courses. Tailored in company training courses: You can choose to run the course exactly as they are outlined by us or we can customise it so that it meets your specific needs. A tailored or bespoke course will follow the standard outline but may be adapted to your specific organisational needs. Please visit our site (ms-officetraining co uk) to get a feel of the excellent feedback our courses have had and look at other courses you might be interested in. What is Excel? The Excel Interface Ribbon, Tabs and Groups Microsoft Office Backstage view Working with Workbooks Create a blank Workbook Create a Workbook using a Template Opening and saving Files Working with worksheets Worksheet navigation Select one or multiple Worksheets Insert, Move, Copy or Delete a Worksheet Working with Cells, Rows & Columns Cell References How to select cells or ranges Different types of data Move, Copy and Delete cells Pasting Options Find and Replace Working with Rows and Columns Overview of formulas in Excel Autocalculation The parts of an Excel formula Using calculation operators in Excel formulas The difference between Absolute, Relative and Mixed references Using Excel functions; Sum, Average, Max and Min Cell Formatting Font Format options Number Format options Change the Fill and Borders Cell Alignment An Introduction to Charts Create a simple Chart Format your chart Page Layout and Print Page Layout and Page Break View Change the Page Orientation Set Page Margins Headers and Footers in a worksheet Print a worksheet or workbook Who is this course for? Who is this course for? For those who want to explore in more detail formulas and functions, data analysis and data presentation. Requirements Requirements General knowledge of the Windows OS Career path Career path Excel know-how can instantly increase your job prospects as well as your salary. 80 percent of job openings require spreadsheet and word-processing software skills Certificates Certificates Certificate of completion Digital certificate - Included

Course Objectives This course aims to provide delegates with a foundation for Excel knowledge and skills. ' Customer Feedback Great course and excellent trainer. Thanks Tracy Preston - Western Power Distribution Very helpful course. Would definitely take another one. Pedro was very patient and made it fun and engaged with us all. Laura Smith - James Grant Very professional and well mannered, fun and pleasant at the same time. I learnt a lot Carolina Foster - CNN 1 year email support service Take a look at the consistent excellent feedback from trainees visiting our site ms-officetraining co uk With more than 20 years experience, we deliver courses on all levels of the Desktop version of Microsoft Office and Office 365; ranging from Beginner, Intermediate, Advanced to the VBA level. Our trainers are Microsoft certified professionals with a proven track record with several years experience in delivering public, one to one, tailored and bespoke courses. Tailored in company training courses: You can choose to run the course exactly as they are outlined by us or we can customise it so that it meets your specific needs. A tailored or bespoke course will follow the standard outline but may be adapted to your specific organisational needs. Please visit our site (ms-officetraining co uk) to get a feel of the excellent feedback our courses have had and look at other courses you might be interested in. What is Excel? The Excel Interface Ribbon, Tabs and Groups Microsoft Office Backstage view Working with Workbooks Create a blank Workbook Create a Workbook using a Template Opening and saving Files Working with worksheets Worksheet navigation Select one or multiple Worksheets Insert, Move, Copy or Delete a Worksheet Working with Cells, Rows & Columns Cell References How to select cells or ranges Different types of data Move, Copy and Delete cells Pasting Options Find and Replace Working with Rows and Columns Overview of formulas in Excel Autocalculation The parts of an Excel formula Using calculation operators in Excel formulas The difference between Absolute, Relative and Mixed references Using Excel functions; Sum, Average, Max and Min Cell Formatting Font Format options Number Format options Change the Fill and Borders Cell Alignment An Introduction to Charts Create a simple Chart Format your chart Page Layout and Print Page Layout and Page Break View Change the Page Orientation Set Page Margins Headers and Footers in a worksheet Print a worksheet or workbook Who is this course for? Who is this course for? For those who want to explore in more detail formulas and functions, data analysis and data presentation. Requirements Requirements General knowledge of the Windows OS Career path Career path Excel know-how can instantly increase your job prospects as well as your salary. 80 percent of job openings require spreadsheet and word-processing software skills

Course Objectives At the end of this course you will be able to: Identify the components of the PowerPoint interface Create slides Format text on slides Add and modify graphical objects to a presentation Work with tables in a presentation Add charts to a presentation Prepare the SlideShow '1 year email support service Take a look at the consistent excellent feedback from our corporate clients visiting our site ms-officetraining co uk Customer Feedback Very patient Trainer. Happy to adapt course + help with problems on existing presentations. Andrea Lethbridge - CNN ' With more than 20 years experience, we deliver courses on all levels of the Desktop version of Microsoft Office and Office 365; ranging from Beginner, Intermediate, Advanced to the VBA level. Our trainers are Microsoft certified professionals with a proven track record with several years experience in delivering public, one to one, tailored and bespoke courses. Tailored in company training courses: You can choose to run the course exactly as they are outlined by us or we can customise it so that it meets your specific needs. A tailored or bespoke course will follow the standard outline but may be adapted to your specific organisational needs. Getting Started with PowerPoint Identify the Components of the PowerPoint Interface Create a PowerPoint Presentation Accessing Help Choose the right view for the task in PowerPoint Normal view Slide Sorter view Notes Page view Outline view Add, rearrange, and delete slides in PowerPoint Working with Themes Add colour and design to my slides with themes Remove the current slide design (theme) Slide Layout What is a slide layout? Apply or change a slide layout Working with text Add text to a slide Create a new text box Format text Tables Add a table to a slide Format a Table Copy and paste a table from Word Insert an Excel spreadsheet within PowerPoint Edit Cells, Rows and Columns Delete a table Graphics Working with Clipart, and Shapes Selecting objects, shapes, pictures or text boxes Arrange a picture, shape or other object Adding Charts to Your Presentation Create a Chart Format a Chart Insert a Chart from Microsoft Excel Inserting date and slide numbers Add slide numbers to your presentation Hide slide numbers on the title slide Change where the page numbers appear on your slides Start your slide numbering with a specific number Print slides, notes, or handouts Create the Slide Show Record your slide show Preview the recorded slide show Turn slide timings off Set the slide timings manually Add or remove transitions between slides Add Animations to Text and Objects Deliver the Presentation Speakers notes Add speaker notes to your slides View your speaker notes as you deliver your slide show Who is this course for? Who is this course for? This course is designed for end users who are interested in learning the fundamentals needed to create and modify engaging presentations. Requirements Requirements General knowledge of the Windows OS Career path Career path Microsoft Office know-how can instantly increase your job prospects as well as your salary. 80 percent of job openings require spreadsheet and word-processing software skills

Course Objectives At the end of this course you will be able to: Identify the components of the Microsoft Project environment Create a new project plan Create the project schedule Use different views to analyse the project plan Create, allocate and manage resources in a project plan Finalise a project plan Track progress View and report project plan information ' 1 year email support service Customer Feedback Very good course. Learnt a lot. Looking forward to the next level. Alexandra - CIAL ' 1 year email support service Take a closer look at the consistent excellent feedback from our growing corporate clients visiting our site ms-officetraining co uk With more than 20 years experience, we deliver courses on all levels of the Desktop version of Microsoft Office and Office 365; ranging from Beginner, Intermediate, Advanced to the VBA level. Our trainers are Microsoft certified professionals with a proven track record with several years experience in delivering public, one to one, tailored and bespoke courses. Our competitive rates start from £550.00 per day of training Tailored training courses: You can choose to run the course exactly as they are outlined by us or we can customise it so that it meets your specific needs. A tailored or bespoke course will follow the standard outline but may be adapted to your specific organisational needs. Introduction to Microsoft Project Recap on project management concepts Project environment overview The 3 databases: Tasks, Resources and Assignments Different ways of displaying the Project Plan Access Help Creating a Project Plan Create a New Project Plan Project Information Create and apply the project calendar Defining recurring exceptions to the calendar Defining the calendar's work weeks Create the Summary tasks Create the Work Breakdown Structure Task creation and scheduling Exploring the Entry Table and its fields Task editing and the Task Information window Task Durations Defining Milestones Manual Scheduling vs Automatic Scheduling Changing the Task's Calendar Create a split in a Task Create Task Relationships Adding Lag or Lead to a Relationship Identifying the Critical Path Adding Constraints and Deadlines to Tasks Create Recurring Activities Adding Notes and links to Tasks Managing Resources Exploring the Entry Table and its fields Resource editing and the Resource Information window Resource Types Fixed Costs vs Variable Costs Adding Resource Costs Defining when costs accrue Changing the Resource Calendar and Availability Project calendar vs Resource and Task Calendar Assigning Resources to Tasks Effort Driven Scheduling Resolving Resource Overallocation Tracking the Project Progress Setting a Project Baseline Entering Actuals Different ways of viewing the Progress Checking if the Project is on track Viewing and Reporting Project Detail Adding Tasks to the Timeline and sharing it Modifying the Timescale and Zoom level Formatting the Gantt View Filtering and Grouping Tasks Print and Troubleshoot the Gantt View Using built-in Reports in Microsoft Project Who is this course for? Who is this course for? This course is designed for a person who has an understanding of project management concepts, who is responsible for creating and modifying project plans, and who needs a tool to manage these project plans. Requirements Requirements General knowledge of the Windows OS Career path Career path Microsoft Office know-how can instantly increase your job prospects as well as your salary. 80 percent of job openings require spreadsheet and word-processing software skills

Our Introduction to Immigration Law course is a full-day course designed for those who are interested in a career in immigration law. About the course Our introduction to UK Immigration Law course is aimed at those looking to venture into the increasingly popular and relevant world of immigration law. This exciting course will give you an overview of the various UK visa routes as well as looking into a “day in the life” of an immigration caseworker, with the opportunity to work through a real visa application form. During this course we’ll also guide you on the path to accreditation, providing valuable insights into the requirements and steps to become a recognised immigration professional. Course joining links, materials and instructions are sent out 24hours before the course starts.   Course information Course: Introduction to Immigration Law Duration: 1 day Delivery Method: Online Trainer: Expert Immigration Trainer CPD: 6 Points Career Path: Immigration Advisor Entry Requirements: None Why Study with Immigration Advice Service. Immigration Advice Service has been providing professional immigration services for over 10 years in the public, private and corporate sectors. Our Introduction to Immigration Law course will give you an insight into UK Law, covering key fundamentals as well as how to become an accredited advisor. Our qualified and OISC regulated trainer will guide you through the process and ensure you are competent with elements covered within the course.   Content covered in the course: General knowledge of immigration law A look at common visa routes:Entry clearanceFamily visasVisit visasPBS How to take instructions from a client Drafting letters for clients How to work through a visa application form How to become accredited

This course will allow you to explore the potential of self-service business intelligence using Power BI Desktop to analyse and connect to different sources of data, creating Relationships between those different datasets, Query the data using Shaping and data Modelling, to create Visualizations, and publish Reports to different platforms . Course Objectives At the end of this course you will be able to: Connect to data from different sources. Use the Query Editor Perform Power BI desktop data Shaping and Transformation. Create Power BI desktop Modelling. Create Power BI desktop Visualizations and Reports. ' 1 year email support service Take a closer look at the consistent excellent feedback from our growing corporate clients visiting our site ms-officetraining co uk With more than 20 years experience, we deliver courses on all levels of the Desktop version of Microsoft Office and Office 365; ranging from Beginner, Intermediate, Advanced to the VBA level and Business Intelligence. Our trainers are Microsoft certified professionals with a proven track record with several years experience in delivering public, one to one, tailored and bespoke courses. Our competitive rates start from £550.00 per day of training Tailored training courses: You can choose to run the course exactly as they are outlined by us or we can customise it so that it meets your specific needs. A tailored or bespoke course will follow the standard outline but may be adapted to your specific organisational needs. Please visit our site (ms-officetraining co uk) to get a feel of the excellent feedback our courses have had and look at other courses you might be interested in. Introduction to Power BI Power BI Jargon explained A quick look at Power BI Desktop A quick look at the Power BI service Helpful resources Power BI and Excel Introduction to using Excel data in Power BI Upload Excel data to Power BI Import Power View and Power Pivot to Power BI Getting started with Power BI Desktop Overview of Power BI Desktop Accessing Help and Helpful resources Connect to data sources in Power BI Desktop Shaping and Transforming Data with Query Editor Introduction to the Query Editor Data Sources Power BI Desktop can Connect to Introduction to Steps and M code Combining Data Using Merge and Append Queries Data Type Properties Working with Delimiters Clean and transform your data with the Query Editor Text Specific Transformation Tools Number Specific Transformation Tools Date Specific Transformation Tools Split and Merge columns Creating an Index Column Adding Conditional Columns Columns From Examples Grouping and Aggregating data Pivoting and Unpivoting Using filters Modeling the data Introduction to modeling your data How to manage your data relationships Create calculated columns Optimizing data models Create calculated measures Show Values As and Quick Measures Create calculated tables Explore your time-based data Introduction to DAX DAX calculation types DAX functions Visualizations Introduction to visuals in Power BI Create and customize simple visualizations Modify colors in charts and visuals Shapes, text boxes, and images Page layout and formatting Group interactions among visualizations Visual hierarchies and drill-down Using custom visualizations Create a KPI Visualization Geo-Data and Maps Reports, Publishing and Sharing Introduction to the Power BI service Quick insights in Power BI Create and configure a dashboard Ask questions of your data with natural language Create custom Q&A suggestions Share dashboards with your organization Introduction to content packs, security, and groups Publish Power BI Desktop reports Print and export dashboards and reports Create groups in Power BI Use content packs Update content packs Publish to web Who is this course for? Who is this course for? This course facilitates you with knowledge on the potential for Power BI Desktop to analyse and connect to different sources of data, creating Relationships between those different datasets, Query the data using Shaping and data Modelling, and to create Visualizations, and publish Reports to different platforms. Requirements Requirements Before attending this course, delegates should have: - A general knowledge of database concepts (fields, records and relationships) - Familiarity with Excel. Career path Career path Business Intelligence Data Analysis ETL & Data Warehousing

Agile is not what you do, Agile is what you become! An introduction to the essentials of Agile Scrum as a delivery method. The same learning objectives as used in central government & public sector digital delivery projects. Agile is not what you do, Agile is what you become! Since 2012, all government departments have been required to use the Agile approach to project management, to build and run new digital services. As you begin your Agile journey, one of your first challenges will be understanding the rules and roles that support Agile delivery, some of the most frequently asked questions are "Which Agile framework is applicable to our business operating model?" or, "Is the Project Manager role equivalent to that of theProduct Owner?" and, "What does a Scrum Master do?" A strong corporate culture not accustomed to the Agile mindset can also be a difficult environment in which to implement Agile methods. In some cases, the company’s culture and practices may reward non-Agile milestones while inadvertently discouraging Agile success. This intensive two-day training course combines PowerPoint presentations, informal discussions and practical exercises to introduce you to Agile Scrum as a Delivery Method, without the impending pressure of having to pass a formal certification examination. Previous experience of Agile delivery is not a pre-requisite to attending this course, although it is assumed delegates have previously attended the Primer course, or have some understanding of Agile Scrum terms and practices. This course, designed by Agile Scrum practitioners and coaches with specialist experience of working on GDS (Government Digital Service) Service Standards compliant government and public sector projects has been accredited by The CPD Certification Service and is now available outside its usual central government and public sector digital delivery setting. Who this course is for Service and Programme Managers If you are a Service Manager or Programm Manager who wants to explore the benefits of transitioning to Agile ways of working and want to understand how your existing business processes and resource landscape will fit into an Agile delivery model, then this course aims to provide you with enough information to enable you to make an informed decision. Career ambitions If you are new to Agile and your intention is to pursue a career either as an Agile Scrum Master or Agile Product Owner, you will hopefully be provided with enough knowledge to enable you to determine which role best suits your Agile career ambitions. Frequently Asked Questions How this course differs from other Agile courses Delegates will learn the 'How', not just the 'What'! This course has been designed by highly experienced Agile practitioners and coaches with specialist real-life experience of working on GDS (Government Digital Service) Service Design Standard projects. Delegates will find that the learning objectives are significantly more detailed than with other Agile courses which only focus on teaching the learning objectives of The Scrum Guide. Delegates must take the certification assessment. No! During enrolment, delegates can opt out of taking the C-ASDM certification assessment. The online Agile Scrum as a Delivery Method – Essentials course quiz is optional Absolutely! Delegates are provided access to the online Agile knowledge quiz which accompanies the Agile Scrum as a Delivery Method – Essentials course. The quiz helps delegates gauge their level of attainment but is entirely optional. Delegates can take the certification assessment without enrolling on the course. Yes! Delegates with existing Agile project delivery experience can choose to take the certification assessment without enrolling on the course. I will receive my certificate as soon as I have completed the course You will initially receive an Assessment Completion report after completing the assessment. The report details the certification status: 'Pass' or 'Fail', and includes information on which questions were answered incorrectly. Your certificate is issued by the CPD Certification Service approximately four-to six-weeks after successfully completing and passing the C-ASDM Certification Assessment. A CPD certification is recognised by employers Yes! CPD certification is recognised by private and public sector employers, and in central government departments as a valuable way to evaluate the skills of an individual, and the quality of the learning activities. Listing your CPD certification as well as the number of CPD Points you have achieved on your CV is essentially showcasing your achievements in continuing your professional development. One CPD Point is equivalent to an hour of training CPD points are units that quantify time, and the quality of learning and development activities. Delegates will earn 3 CPD Points upon successful completion of the C-ASDM Certification Assessment or 13 CPD Points after completing the two-day course. My CPD certificate will expire after three years Your certificate will not expire however, best practice suggests a renewal after three years. You can do this by enrolling on the C-ASDM course to ensure your knowledge of Agile as a Delivery Method is up to date. Service features Two-day Agile Scrum training course The course uses eCommerce and other Business Case examples for context Optional online CPD certification assessment Optional Agile knowledge quiz to help delegates gauge level of attainment Online Retrospective feedback to enable continuous course improvements. Service benefits Delegates will understand the concepts and benefits of Agile Scrum development Scrum team roles and role accountabilities INVEST-compliant User Stories and BDD formatted Acceptance Criteria Agile approach to incremental project delivery Agile artefacts and Agile reports (burn-down & burn-up charts) Agile Events & Scrum rules Comparison: Agile methodologies (Lean, XP, SAFe & Scrum) Use of Kanban for workflow management Government Digital Service (GDS) Service Standards and Service Assessment Be able to communicate the ideals of Agile to stakeholders Service Agenda General knowledge Agile Delivery 101 Scrum process and sprints Applicability of Scrum Agile Manifesto Scrum roles and accountabilities Overview of Scrum roles (Core & Ancillary) Scrum Master role and role responsibilities Scrum Product Owner role and role responsibilities Scrum team Scrum events Sprint Planning Daily Scrums Sprint Reviews Sprint Retrospectives Scrum artefacts Product Backlog Sprint Backlog Increments Scrum Reports Burn-down and Burn-up Charts Scaling Scrum Working with multiple Scrum teams Working with distributed Scrum teams GDS (Government Digital Service) Service Standards Service Assessments Risks and challenges Risks and challenges of transitioning to Agile delivery Frequently asked questions Discussion on frequently asked Agile questions Agile knowledge quiz Examples of the multiple-choice questions in the optional online quiz On-going support Email support No Telephone support No Webchat support No Online support No Community Support Yes! Delegates are offered access to our private online 'Community of Agile Scrum Practitioners'. Delegates who achieve the pass mark for CPD certification are additionally offered access to our private 'Certified Scrum Practitioners’ Guild', a private Slack community of like-minded Agile professionals.

Duration 2 Days 12 CPD hours This course is intended for Audience: Data Scientists, Software Developers, IT Architects, and Technical Managers. Participants should have the general knowledge of statistics and programming Also familiar with Python Overview ? NumPy, pandas, Matplotlib, scikit-learn ? Python REPLs ? Jupyter Notebooks ? Data analytics life-cycle phases ? Data repairing and normalizing ? Data aggregation and grouping ? Data visualization ? Data science algorithms for supervised and unsupervised machine learning Covers theoretical and technical aspects of using Python in Applied Data Science projects and Data Logistics use cases. Python for Data Science ? Using Modules ? Listing Methods in a Module ? Creating Your Own Modules ? List Comprehension ? Dictionary Comprehension ? String Comprehension ? Python 2 vs Python 3 ? Sets (Python 3+) ? Python Idioms ? Python Data Science ?Ecosystem? ? NumPy ? NumPy Arrays ? NumPy Idioms ? pandas ? Data Wrangling with pandas' DataFrame ? SciPy ? Scikit-learn ? SciPy or scikit-learn? ? Matplotlib ? Python vs R ? Python on Apache Spark ? Python Dev Tools and REPLs ? Anaconda ? IPython ? Visual Studio Code ? Jupyter ? Jupyter Basic Commands ? Summary Applied Data Science ? What is Data Science? ? Data Science Ecosystem ? Data Mining vs. Data Science ? Business Analytics vs. Data Science ? Data Science, Machine Learning, AI? ? Who is a Data Scientist? ? Data Science Skill Sets Venn Diagram ? Data Scientists at Work ? Examples of Data Science Projects ? An Example of a Data Product ? Applied Data Science at Google ? Data Science Gotchas ? Summary Data Analytics Life-cycle Phases ? Big Data Analytics Pipeline ? Data Discovery Phase ? Data Harvesting Phase ? Data Priming Phase ? Data Logistics and Data Governance ? Exploratory Data Analysis ? Model Planning Phase ? Model Building Phase ? Communicating the Results ? Production Roll-out ? Summary Repairing and Normalizing Data ? Repairing and Normalizing Data ? Dealing with the Missing Data ? Sample Data Set ? Getting Info on Null Data ? Dropping a Column ? Interpolating Missing Data in pandas ? Replacing the Missing Values with the Mean Value ? Scaling (Normalizing) the Data ? Data Preprocessing with scikit-learn ? Scaling with the scale() Function ? The MinMaxScaler Object ? Summary Descriptive Statistics Computing Features in Python ? Descriptive Statistics ? Non-uniformity of a Probability Distribution ? Using NumPy for Calculating Descriptive Statistics Measures ? Finding Min and Max in NumPy ? Using pandas for Calculating Descriptive Statistics Measures ? Correlation ? Regression and Correlation ? Covariance ? Getting Pairwise Correlation and Covariance Measures ? Finding Min and Max in pandas DataFrame ? Summary Data Aggregation and Grouping ? Data Aggregation and Grouping ? Sample Data Set ? The pandas.core.groupby.SeriesGroupBy Object ? Grouping by Two or More Columns ? Emulating the SQL's WHERE Clause ? The Pivot Tables ? Cross-Tabulation ? Summary Data Visualization with matplotlib ? Data Visualization ? What is matplotlib? ? Getting Started with matplotlib ? The Plotting Window ? The Figure Options ? The matplotlib.pyplot.plot() Function ? The matplotlib.pyplot.bar() Function ? The matplotlib.pyplot.pie () Function ? Subplots ? Using the matplotlib.gridspec.GridSpec Object ? The matplotlib.pyplot.subplot() Function ? Hands-on Exercise ? Figures ? Saving Figures to File ? Visualization with pandas ? Working with matplotlib in Jupyter Notebooks ? Summary Data Science and ML Algorithms in scikit-learn ? Data Science, Machine Learning, AI? ? Types of Machine Learning ? Terminology: Features and Observations ? Continuous and Categorical Features (Variables) ? Terminology: Axis ? The scikit-learn Package ? scikit-learn Estimators ? Models, Estimators, and Predictors ? Common Distance Metrics ? The Euclidean Metric ? The LIBSVM format ? Scaling of the Features ? The Curse of Dimensionality ? Supervised vs Unsupervised Machine Learning ? Supervised Machine Learning Algorithms ? Unsupervised Machine Learning Algorithms ? Choose the Right Algorithm ? Life-cycles of Machine Learning Development ? Data Split for Training and Test Data Sets ? Data Splitting in scikit-learn ? Hands-on Exercise ? Classification Examples ? Classifying with k-Nearest Neighbors (SL) ? k-Nearest Neighbors Algorithm ? k-Nearest Neighbors Algorithm ? The Error Rate ? Hands-on Exercise ? Dimensionality Reduction ? The Advantages of Dimensionality Reduction ? Principal component analysis (PCA) ? Hands-on Exercise ? Data Blending ? Decision Trees (SL) ? Decision Tree Terminology ? Decision Tree Classification in Context of Information Theory ? Information Entropy Defined ? The Shannon Entropy Formula ? The Simplified Decision Tree Algorithm ? Using Decision Trees ? Random Forests ? SVM ? Naive Bayes Classifier (SL) ? Naive Bayesian Probabilistic Model in a Nutshell ? Bayes Formula ? Classification of Documents with Naive Bayes ? Unsupervised Learning Type: Clustering ? Clustering Examples ? k-Means Clustering (UL) ? k-Means Clustering in a Nutshell ? k-Means Characteristics ? Regression Analysis ? Simple Linear Regression Model ? Linear vs Non-Linear Regression ? Linear Regression Illustration ? Major Underlying Assumptions for Regression Analysis ? Least-Squares Method (LSM) ? Locally Weighted Linear Regression ? Regression Models in Excel ? Multiple Regression Analysis ? Logistic Regression ? Regression vs Classification ? Time-Series Analysis ? Decomposing Time-Series ? Summary Lab Exercises Lab 1 - Learning the Lab Environment Lab 2 - Using Jupyter Notebook Lab 3 - Repairing and Normalizing Data Lab 4 - Computing Descriptive Statistics Lab 5 - Data Grouping and Aggregation Lab 6 - Data Visualization with matplotlib Lab 7 - Data Splitting Lab 8 - k-Nearest Neighbors Algorithm Lab 9 - The k-means Algorithm Lab 10 - The Random Forest Algorithm

A Harry Potter Quiz based on the books which focuses on some of the finer details that only true Harry Potter fans may know. This quiz is suitable for those aged 12+ A Zoom link will be sent to those who register and Louise, the host, will provide a link to the quizzing website, Kahoot! on the day of the quiz.

A Harry Potter Quiz based on the books (not the movies). This quiz is suitable for children aged 10+ A Zoom link will be sent to those who register and Louise, the host, will provide a link to the quizzing website, Kahoot! on the day of the quiz.