Freight Train to Airplane: The Automotive IT Transformation The Auto Industry is a very top heavy, slow moving, traditional business. This is not only reflected in the way that companies develop products, but also in the way that companies support the culture of their workers. I will discuss how one of the largest automotive companies on Earth is transforming themselves from a traditional manufacturing business to a technology company that makes cars, and how they are working to change the culture of their workforce to one driven by empowerment. This and other IIL Learning in Minutes presentations qualify for PDUs. Some titles, such as Agile-related topics may qualify for other continuing education credits such as SEUs, or CEUs. Each professional development activity yields one PDU for one hour spent engaged in the activity. Some limitations apply and can be found in the Ways to Earn PDUs section that discusses PDU activities and associated policies. Fractions of PDUs may also be reported. The smallest increment of a PDU that can be reported is 0.25. This means that if you spent 15 minutes participating in a qualifying PDU activity, you may report 0.25 PDU. If you spend 30 minutes in a qualifying PDU activity, you may report 0.50 PDU.
Freight Train to Airplane: The Automotive IT Transformation The Auto Industry is a very top heavy, slow moving, traditional business. This is not only reflected in the way that companies develop products, but also in the way that companies support the culture of their workers. I will discuss how one of the largest automotive companies on Earth is transforming themselves from a traditional manufacturing business to a technology company that makes cars, and how they are working to change the culture of their workforce to one driven by empowerment. This and other IIL Learning in Minutes presentations qualify for PDUs. Some titles, such as Agile-related topics may qualify for other continuing education credits such as SEUs, or CEUs. Each professional development activity yields one PDU for one hour spent engaged in the activity. Some limitations apply and can be found in the Ways to Earn PDUs section that discusses PDU activities and associated policies. Fractions of PDUs may also be reported. The smallest increment of a PDU that can be reported is 0.25. This means that if you spent 15 minutes participating in a qualifying PDU activity, you may report 0.25 PDU. If you spend 30 minutes in a qualifying PDU activity, you may report 0.50 PDU.
The Agile PMO: Can It Really Exist? Does an Agile PMO really exist? Can it? How would it work? This session will answer these questions and bring together two seemingly opposing concepts. We'll go back to basics to understand the fundamental purpose of PMOs, and how they benefit projects and organizations. Once we recognize the overall mission and vision of an Agile PMO, we will design a PMO Charter that will show how it adds value. Finally, we'll discuss how to gain buy-in for such a critical function. This and other IIL Learning in Minutes presentations qualify for PDUs. Some titles, such as Agile-related topics may qualify for other continuing education credits such as SEUs, or CEUs. Each professional development activity yields one PDU for one hour spent engaged in the activity. Some limitations apply and can be found in the Ways to Earn PDUs section that discusses PDU activities and associated policies. Fractions of PDUs may also be reported. The smallest increment of a PDU that can be reported is 0.25. This means that if you spent 15 minutes participating in a qualifying PDU activity, you may report 0.25 PDU. If you spend 30 minutes in a qualifying PDU activity, you may report 0.50 PDU.
Agile Teams in a Time of Disruption This presentation will give you the specifics needed to align remote employees and coordinate multiple Agile teams. Learn how Scrum events coordinate and focus communication. foster transparency and drive work to Done. This and other IIL Learning in Minutes presentations qualify for PDUs. Some titles, such as Agile-related topics may qualify for other continuing education credits such as SEUs, or CEUs. Each professional development activity yields one PDU for one hour spent engaged in the activity. Some limitations apply and can be found in the Ways to Earn PDUs section that discusses PDU activities and associated policies. Fractions of PDUs may also be reported. The smallest increment of a PDU that can be reported is 0.25. This means that if you spent 15 minutes participating in a qualifying PDU activity, you may report 0.25 PDU. If you spend 30 minutes in a qualifying PDU activity, you may report 0.50 PDU. What you will Learn Key Takeaways: How to improve productivity in your distributed teams How to communicate in ways similar to being collocated How pairing and swarming remotely can lead to high-performing distributed teams How to align and focus multiple distributed teams
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PDF Certificate: Free (For The Title Course) Hard Copy Certificate: Free (For The Title Course) Curriculum Course 01: Debt Management - Online Course Introduction to Debt Management Long Term and Short Term Debt Identifying Your Debt Debt Management Plan Debt Assessment Building Budget Debt Counselling When Is Debt Good? Avoiding Debt Problems How to Handle Debt Collectors How to Get Out of Debt Dealing with Bankruptcy and Insolvency Laws and Regulations Course 02: Improve your Financial Intelligence Introduction The Three Key Financial Statements Ratio Analysis Profit vs Cash Managing Working Capital Return on Investments A broader Perspective How much have you learned Course 03: Financial Wellness: Managing Personal Cash Flow Introduction to Personal Cash Flow Understanding the Importance of Personal Finance Accounting and Personal Finances Cash Flow Planning Understanding Personal Money Management Borrowing, Credit and Debt Managing Personal Insurance Understanding Tax and Financial Strategies Designing a Personal Budget Money and Mental Health Course 04: Financial Analysis : Finance Reports Welcome to the Course! Get the Overview of What You'll Learn What is a 10-K? Evaluating Profitability by Analyzing the Income Statement Evaluating Operations: Tying Operating Metrics to Financial Results Evaluating Financial Strength: Balance Sheet Analysis Evaluating Cash Flow Generation Performing Investment Analysis Course 05: Banking and Finance Accounting Statements Financial Analysis Introduction and Welcome to the Course Introduction to Accounting Introduction to Financial Statements Understanding Working Capital Introduction to Financial Analysis Financial Analysis - Case Study and Assignment Financial Ratio Analysis in Corporate Finance Financial Modelling for Mergers and Acquisitions Course Summary and Wrap Up Course 06: Financial Modeling Course for a Non-Finance Background Introduction Project Cost Depreciation Schedule of Term Loan Profit and Loss Account Preparation of Balance sheet Course 07: Capital Budgeting & Investment Decision Rules Introduction NPV Method Payback Period Method Internal Rate of Return (IRR) Evaluating Projects in Different Lives Conclusion Course 08: Budgeting and Forecasting Introduction Detail Budget Requirement Process of Making Budget Course 09: Financial Analysis Introduction Profitability Return Ratio Liqudity Ratio Operational Analysis Detecting Manipulation Course 10: Investment Banking & Valuation Introduction to Investment Banking Structure and Side of Investment Banking Valuation Methods in Investment Banking Leveraged Buyout (LBO) Initial Public Offering (IPO) Merger and Acquisition Ethics in Investment Banking Course 11: Finance Assets Finance and Free Market Economies Corporate Finance Company Stock Valuation & Derivatives Option Valuation: Fundamentals vs. Technical Analysis Financial Forecasting Course 12: Level 3 Tax Accounting Tax System and Administration in the UK Tax on Individuals National Insurance How to Submit a Self-Assessment Tax Return Fundamentals of Income Tax Advanced Income Tax Payee, Payroll and Wages Capital Gain Tax Value Added Tax Import and Export Corporation Tax Inheritance Tax Double Entry Accounting Management Accounting and Financial Analysis Career as a Tax Accountant in the UK Course 13: Essentials of UK VAT Understanding VAT VAT Terminology and Calculation VAT Taxable Persons VAT Registration VAT Rates Invoicing and Records VAT Application in Goods, Services and Vehicles Supply The VAT Return Tips on VAT Compliance VAT Exemptions and Zero-Rated VAT Miscellaneous VAT Issues and Penalties Making Tax Digital Course 14: Fraud Management & Anti Money Laundering Awareness Complete Diploma Introduction to Money Laundering Proceeds of Crime Act 2002 Development of Anti-Money Laundering Regulation Responsibility of the Money Laundering Reporting Office Risk-based Approach Customer Due Diligence Record Keeping Suspicious Conduct and Transactions Awareness and Training CPD 140 CPD hours / points Accredited by CPD Quality Standards Who is this course for? Anyone from any background can enrol in this bundle including- Students Graduates Job Seekers Job Holders Requirements Our Debt Financing is fully compatible with PCs, Macs, laptops, tablets and Smartphone devices. This course has been designed to be fully compatible with tablets and smartphones, so you can access your course on Wi-Fi, 3G or 4G. Career path Having this expertise will increase the value of your CV and open you up to multiple job sectors. Certificates Certificate of completion Digital certificate - Included You will get the PDF Certificate for the title course (Debt Management - Online Course) absolutely Free! Certificate of completion Hard copy certificate - Included You will get the Hard Copy certificate for the title course (Debt Management - Online Course) absolutely Free! Other Hard Copy certificates are available for £10 each. Please Note: The delivery charge inside the UK is £3.99, and the international students must pay a £9.99 shipping cost.
This Zombie course is designed to give you the knowledge to look after yourself and others, should you find yourself injured in the midst of a Zombie Apocalypse. The course is written according to the latest Resuscitation Council Guidelines, but includes additional information for desperate measures such as being overtaken by Zombies – where there is no emergency help. The course covers key First Aid essentials for bleeding, burns, head and spinal injuries and also includes wound care following a Zombie bite, amputations, impalements, sucking chest wounds and much more. This course does not seek to replace a practical course but empowers you to learn these vital skills at a time and place to suit you. It is impossible to cover all eventualities within this course, or to equip you with the knowledge and skills to appropriately diagnose and treat in unpredictable real life situations. If you suspect serious illness or injury, you should always seek immediate professional medical advice. The Author has made every effort to ensure the accuracy of the information contained within the course, however this course is merely a guide and the Author does not accept any liability or responsibility for any inaccuracies or for any mistreatment or misdiagnosis of any person, however caused. The course material has been written by Emma Hammett, Qualified Nurse, First Aid Trainer and founder of First Aid for Life in conjunction with other medical and first aid professionals. If you have any queries concerning this course, please contact emma@firstaidforlife.org.uk Course content: Action in an emergency Keep yourself safe Priorities of Treatment What to put in your First Aid kit Information to give the Emergency Services The Primary Survey – How to help in an Emergency Danger Response Airway Breathing Unresponsive and Breathing Recovery Position How to put someone into the Recovery position Breathing Problems Choking How to help a choking adult How to help a choking child Panic Attacks and hyperventilation Wounds and Bleeding How to treat a bleeding wound Dressings Embedded objects and impalement Shock How much blood can you afford to lose? Symptoms of Shock Treatment of Shock Internal Bleeding Amputated parts Knocked out teeth Eye injuries Nose bleeds Types of Wounds Fainting Collapsed Lung or a sucking chest wound Bites Zombie bite Animal bites Burns Breaks, Sprains and Dislocations Head Injuries Head Injuries Suspected brain injury Compression and concussion Skull Fracture Spinal Injuries Final Lesson
There are a lot of interesting jobs available right now in the job market. One of them is Compliance management. Moreover, if you search for a demanding job in the UK, you will always find compliance management as one of them. The salary range for this post increases by 4% from year to year. Upon noticing the demand for this job, we carefully created a Compliance Manager course that will help you adopt the knowledge and skills required for this post. So, equip yourself with those skills, such as - managing risk, maintaining contact law, dealing with employees, identifying fraud and creating awareness towards money laundering and many more. To give you a clearer picture of these topics we created some easy-to-digest modules to help you increase your knowledge and expertise about compliance management. Enrol in our course to gain the knowledge and expertise you need to establish yourself as one of your organisation's most promising compliance managers. Along with this course, you will get 10 other premium courses. Also, you will get an original Hardcopy and PDF certificate for the title course and a student ID card absolutely free. This Bundle Consists of the following Premium courses: Course 01: Training of Compliance Officer Level 3 Course 02: Paralegal Course 03: Risk Management Level 7 Course 04: Employment Law Level 3 Course 05: Contract Law UK Level 3 Course 06: Workplace Confidentiality Course 07: GDPR Data Protection Level 5 Course 08: Internal Audit Training Diploma Course 09: Financial Investigator Course 10: Fraud Management & Anti Money Laundering Awareness Complete Diploma Course 11: Workplace Safety Course Learning Outcomes: After completing this Compliance Manager course, learners will be able to: Learn about the role and responsibility of the Compliance Officer Understand how paralegals carry out research, prepare legal documents and give legal advice to clients Know more about risk management and how to prevent risks Get acquainted with employment and contract law in the UK Improve your workplace confidentiality after completing this course Deepen your idea about Fraud Management & Anti Money Laundering Awareness Thus, without further ado, sign up for our Compliance management course and boost your confidence to shine in your respective field. Benefits you'll get choosing Apex Learning for this Compliance Manager: One payment, but lifetime access to 11 CPD courses Certificate, student ID for the title course included in a one-time fee Full tutor support available from Monday to Friday Free up your time - don't waste time and money travelling for classes Accessible, informative modules taught by expert instructors Get 24/7 help or advice from our email and live chat teams Learn at your ease - anytime, from anywhere Study the course from your computer, tablet or mobile device CPD accredited course - improve the chance of gaining professional skills How will I get my Certificate? After successfully completing the course you will be able to order your CPD Accredited Certificates (PDF + Hard Copy) as proof of your achievement. PDF Certificates: Free (Previously it was £10*11= £110) Hard Copy Certificates: Free (Previously it was £20*11= £220) P.S. The delivery charge inside the U.K. is £3.99 and the international students have to pay £9.99. This exclusive Compliance manager course is created for those who want to kick start their career in the relevant field. This course will add extra value and experience to their career. Pertinent skills that can be gained from this course will allow you to hunt for jobs in different positions as well. So, grasp this golden opportunity to shine by joining our Compliance management course. Curriculum of the Bundle Course 01: Training of Compliance Officer Level 3 Module 01: Introduction Module 02: Compliance Management System Module 03: Basic Elements of Effective Compliance Module 04: Compliance Audit Module 05: Compliance and Ethics Module 06: Introduction to Risk and Basic Risk Types Module 07: Further Risk Types Module 08: Introduction to Risk Management Module 09: Risk Management Process Module 10: Risk Assessment and Risk Treatment Module 11: Types of Risk Management Course 02: Paralegal Module 01: Understanding the Concept of Paralegal Module 02: Key Legal Terminology Module 03: Effective Communication Skills for Paralegals Module 04: The Legal Workplace & Professionals Module 05: Law & Legal Systems Module 06: Contract & Business Law Module 07: Property Law Module 08: Wills, Probate, Estate Law Module 09: Criminal Law Module 10: Common Paralegal Legal Matters Module 11: Human Rights Module 12: Conflict and Conflict Resolution Module 13: Professional Conduct and Ethics of Paralegals Module 14: Mandatory Knowledge Fields and Survival Tips for Paralegals Course 03: Risk Management Level 7 Module 01: Introduction to Risk Management Module 02: Risk and Types of Risk Module 03: Benefits of Risk Management Module 04: Enterprise Risk Management Module 05: Risk Management Process Module 06: Risk Analysis & Assessment Module 07: The Risk Evaluation Process Module 08: Managing Financial Risks Module 09: The Fundamentals of Operational Risk Management Module 10: Managing Technology Risks Module 11: Managing Legal & Political Risk Module 12: Environmental Risk Assessment Module 13: Risk Assessment at Workplace Module 14: Market & Social Risk Assessment Module 15: Preparing Risk Management Plan: Step by Step Course 04: Employment Law Level 3 Module 01: Basic of Employment Law Module 02: Legal Recruitment Process Module 03: Employment Contracts Module 04: Employee Handbook Module 05: Disciplinary Procedure Module 06: National Minimum Wage & National Living Wage Module 07: Parental Right, Sick Pay & Pension Scheme Module 08: Discrimination in the Workplace Module 09: Health & Safety at Work Module 10: Dismissal, Grievances and Employment Tribunals Module 11: Workplace Monitoring & Data Protection Course 05: Contract Law UK Level 3 Module 01: Introduction to UK Laws Module 02: Ministry of Justice Module 03: Agreements and Contractual Intention Module 04: Considerations and Capacities of Contact Laws Module 05: Terms within a Contract Module 06: Misinterpretations and Mistakes Module 07: Consumer Protection Module 08: Privity of Contract Module 09: Insurance Contract Laws Module 10: Contracts for Employees Module 11: Considerations in International Trade Contracts Module 12: Laws and Regulations for International Trade Module 13: Remedies for Any Contract Breach Course 06: Workplace Confidentiality Module 01: Introduction to workplace confidentiality Module 02: Business Etiquettes and Types of Confidentiality Module 03: The Importance of Confidentiality Module 04: Confidentiality with Co-workers Module 05: Preventing Confidentiality Breach Module 06: How Employers Can Protect Confidential Information Course 07: GDPR Data Protection Level 5 Module 01: GDPR Basics Module 02: GDPR Explained Module 03: Lawful Basis for Preparation Module 04: Rights and Breaches Module 05: Responsibilities and Obligations Course 08: Internal Audit Training Diploma Module 01: Auditing as a Form of Assurance Module 02: Internal Audit Procedures Module 03: Technology-based Internal Audit Module 04: Internal Control and Control Risk Module 05: Audit Interviews Module 06: Reporting Audit Outcome Module 07: UK Internal Audit Standards Module 08: Career as an Auditor Course 09: Financial Investigator Module 01: Introduction to Financial Investigator Module 02: Introduction to Financial Investigation Module 03: Characteristics of Financial Crimes Module 04: Categories of Financial Crimes Module 05: Financial Crime Response Plan Module 06: Collecting, Preserving and Gathering Evidence Module 07: Laws against Financial Fraud Course 10: Fraud Management & Anti Money Laundering Awareness Complete Diploma Module 01: Introduction to Money Laundering Module 02: Proceeds of Crime Act 2002 Module 03: Development of Anti-Money Laundering Regulation Module 04: Responsibility of the Money Laundering Reporting Office Module 05: Risk-based Approach Module 06: Customer Due Diligence Module 07: Record Keeping Module 08: Suspicious Conduct and Transactions Module 09: Awareness and Training Course 11: Workplace Safety Course Module 01: Health and Safety at Work and the Laws Module 02: Managing for Health and Safety Module 03: Risk Assessment and Common Risks Module 04: Workplace Health, Safety and Welfare Module 05: Accidents and Ill Health at Work Module 06: Electrical, Fire and Gas Safety Module 07: Safety in Different Work Settings Module 08: Work Equipment Hazards and Risk Control Module 09: Other Health and Safety Hazards at Work CPD 110 CPD hours / points Accredited by CPD Quality Standards Who is this course for? This course is available for everyone. Nevertheless, if you want to launch your career or grab the next promotion then this course is highly recommended to you. Requirements Get a smart device with stable internet connectivity and you are all ready to start your learning journey. Nothing else is required. Career path After gaining the expertise from this Compliance Manager course, you will be able to pursue your career in the following positions: Compliance manager Human resource manager Risk manager Fraud Investigator Healthcare compliance officer The average salary for the following positions is between £40,000 - £50,000 per annum In the UK Certificates Certificate of completion Digital certificate - Included Certificate of completion Hard copy certificate - Included You will get the Hard Copy certificate for the title course (Training of Compliance Officer Level 3) absolutely Free! Other Hard Copy certificates are available for £10 each. Please Note: The delivery charge inside the UK is £3.99, and the international students must pay a £9.99 shipping cost.
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This bundle course offers an opportunity to foster your career opportunities with an expert-level understanding of data science and become skilful in this industry. Take this course anywhere and at any time. Don't let your lifestyle limit your learning or your potential. Data Science Course Bundle 2022 will provide you with the CPD certificate that you'll need to succeed. Gain experience online and interact with experts. This can prove to be the perfect way to get noticed by a prospective employer and stand out from the crowd. Data Science Course Bundle 2022 has been rated and reviewed highly by our learners and professionals alike. We have a passion for teaching, and it shows. All of our courses have interactive online modules that allow studying to take place where and when you want it to. The only thing you need to take Data Science Course Bundle 2022 is Wi-Fi and a screen. You'll never be late for class again. Experienced tutors and mentors will be there for you whenever you need them, and solve all your queries through email and chat boxes. Benefits you'll get choosing Apex Learning for this Course: One payment, but lifetime access to 11 CPD courses Certificates, student ID for the title course included in a one-time fee Full tutor support available from Monday to Friday Free up your time - don't waste time and money travelling for classes Accessible, informative modules taught by expert instructors Learn at your ease - anytime, from anywhere Study the course from your computer, tablet or mobile device CPD accredited course - improve the chance of gaining professional skills Gain valuable knowledge without leaving your home What other courses are included with this Course? Level 2 Microsoft Office Essentials Microsoft Teams Leadership & Management Diploma Working from Home Essentials Mental Health and Working from Home Online Meeting Management Effective Communication Skills Time Management Report Writing Emotional Intelligence and Human Behaviour Curriculum ***Data Science Course Bundle 2022*** Welcome, Course Introduction & overview, and Environment set-up Welcome & Course Overview Set-up the Environment for the Course (lecture 1) Set-up the Environment for the Course (lecture 2) Two other options to setup environment Python Essentials Python data types Part 1 Python Data Types Part 2 Loops, List Comprehension, Functions, Lambda Expression, Map and Filter (Part 1) Loops, List Comprehension, Functions, Lambda Expression, Map and Filter (Part 2) Python Essentials Exercises Overview Python Essentials Exercises Solutions Python for Data Analysis using NumPy What is Numpy? A brief introduction and installation instructions. NumPy arrays, built-in methods, array methods and attributes. Indexing, slicing, broadcasting & boolean masking Arithmetic Operations & Universal Functions Exercises Overview Exercises Solutions Python for Data Analysis using Pandas What is pandas? A brief introduction and installation instructions. Pandas Introduction Pandas Data Structures - Series Pandas Data Structures - DataFrame Handling Missing Data Data Wrangling - Combining, merging, joining Groupby Useful Methods and Operations Project 1 (Overview) Customer Purchases Data Project 1 (Solutions) Customer Purchases Data Project 2 (Overview) Chicago Payroll Data Project 2 (Solutions Part 1) Chicago Payroll Data Python for Data Visualization using matplotlib Matplotlib Essentials (Part 1) - Basic Plotting & Object Oriented Approach Matplotlib Essentials (Part 2) - Basic Plotting & Object Oriented Approach Matplotlib Essentials (Part 3) - Basic Plotting & Object Oriented Approach Matplotlib Essentials - Exercises Overview Matplotlib Essentials - Exercises Solutions Python for Data Visualization using Seaborn Introduction & Installation Distribution Plots Categorical Plots (Part 1) Categorical Plots (Part 2) Axis Grids Matrix Plots Regression Plots Controlling Figure Aesthetics Exercises Overview Exercise Solutions Python for Data Visualization using pandas Pandas Built-in Data Visualization Pandas Data Visualization Exercises Overview Panda Data Visualization Exercises Solutions Python for interactive & geographical plotting using Plotly and Cufflinks Interactive & Geographical Plotting (Part 1) Interactive & Geographical Plotting (Part 2) Interactive & Geographical Plotting Exercises (Overview) Interactive & Geographical Plotting Exercises (Solutions) Capstone Project - Python for Data Analysis & Visualization Project 1 - Oil vs Banks Stock Price during recession (Overview) Project 1 - Oil vs Banks Stock Price during recession (Solutions Part 1) Project 1 - Oil vs Banks Stock Price during recession (Solutions Part 2) Project 1 - Oil vs Banks Stock Price during recession (Solutions Part 3) Project 2 (Optional) - Emergency Calls from Montgomery County, PA (Overview) Python for Machine Learning (ML) - scikit-learn - Linear Regression Model Introduction to ML - What, Why and Typesâ¦.. Theory Lecture on Linear Regression Model, No Free Lunch, Bias Variance Tradeoff Linear Regression Model - Hands-on (Part 1) Linear Regression Model Hands-on (Part 2) Good to know! How to save and load your trained Machine Learning Model! Linear Regression Model (Insurance Data Project Overview) Linear Regression Model (Insurance Data Project Solutions) Python for Machine Learning - scikit-learn - Logistic Regression Model Theory: Logistic Regression, conf. mat., TP, TN, Accuracy, Specificityâ¦etc. Logistic Regression Model - Hands-on (Part 1) Logistic Regression Model - Hands-on (Part 2) Logistic Regression Model - Hands-on (Part 3) Logistic Regression Model - Hands-on (Project Overview) Logistic Regression Model - Hands-on (Project Solutions) Python for Machine Learning - scikit-learn - K Nearest Neighbors Theory: K Nearest Neighbors, Curse of dimensionality â¦. K Nearest Neighbors - Hands-on K Nearest Neighbors (Project Overview) K Nearest Neighbors (Project Solutions) Python for Machine Learning - scikit-learn - Decision Tree and Random Forests Theory: D-Tree & Random Forests, splitting, Entropy, IG, Bootstrap, Baggingâ¦. Decision Tree and Random Forests - Hands-on (Part 1) Decision Tree and Random Forests (Project Overview) Decision Tree and Random Forests (Project Solutions) Python for Machine Learning - scikit-learn -Support Vector Machines (SVMs) Support Vector Machines (SVMs) - (Theory Lecture) Support Vector Machines - Hands-on (SVMs) Support Vector Machines (Project 1 Overview) Support Vector Machines (Project 1 Solutions) Support Vector Machines (Optional Project 2 - Overview) Python for Machine Learning - scikit-learn - K Means Clustering Theory: K Means Clustering, Elbow method â¦.. K Means Clustering - Hands-on K Means Clustering (Project Overview) K Means Clustering (Project Solutions) Python for Machine Learning - scikit-learn - Principal Component Analysis (PCA) Theory: Principal Component Analysis (PCA) Principal Component Analysis (PCA) - Hands-on Principal Component Analysis (PCA) - (Project Overview) Principal Component Analysis (PCA) - (Project Solutions) Recommender Systems with Python - (Additional Topic) Theory: Recommender Systems their Types and Importance Python for Recommender Systems - Hands-on (Part 1) Python for Recommender Systems - - Hands-on (Part 2) Python for Natural Language Processing (NLP) - NLTK - (Additional Topic) Natural Language Processing (NLP) - (Theory Lecture) NLP-Challenges, Data Sources, Data Processing â¦.. Feature Engineering and Text Preprocessing in Natural Language Processing NLP - Tokenization, Text Normalization, Vectorization, BoWâ¦. BoW, TF-IDF, Machine Learning, Training & Evaluation, Naive Bayes ⦠Pipeline feature to assemble several steps for cross-validation⦠How will I get my Certificate? After successfully completing the course you will be able to order your CPD Accredited Certificates (PDF + Hard Copy) as proof of your achievement. PDF Certificate: Free (Previously it was £10 * 11 = £110) Hard Copy Certificate: Free (For The Title Course) If you want to get hardcopy certificates for other courses, generally you have to pay £20 for each. But this Fall, Apex Learning is offering a Flat 50% discount on hard copy certificates, and you can get each for just £10! P.S. The delivery charge inside the U.K. is £3.99 and the international students have to pay £9.99. CPD 20 CPD hours / points Accredited by CPD Quality Standards Who is this course for? There is no experience or previous qualifications required for enrolment on this Data Science Course Bundle 2022. It is available to all students, of all academic backgrounds. Requirements Our Data Science Course Bundle 2022 is fully compatible with PC's, Mac's, Laptop, Tablet and Smartphone devices. This course has been designed to be fully compatible on tablets and smartphones so you can access your course on wifi, 3G or 4G. There is no time limit for completing this course, it can be studied in your own time at your own pace. Career path Having this CPD certificate will increase the value in your CV and open you up to multiple sectors such as Business & Management, Admin, Accountancy & Finance, Secretarial & PA, Teaching & Mentoring etc. Certificates Certificate of completion Digital certificate - Included