11877 Teaching & Training courses in Addlestone delivered On Demand

Overview Mastering English tenses is pivotal for effective communication, and the importance of this skill cannot be overstated. This Explore the Fundamentals of English Tenses course delves into the core principles that underpin effective communication, emphasising the importance of precise tense usage in academic, professional, and everyday contexts. It begins with a foundational understanding in 'Lesson 1a - Simple vs Perfect,' progressing systematically to intricate topics like 'Lesson 36a - Conditional perfect continuous tense questions.' By the time you conclude with 'Lesson 20e - Table of all the tenses,' you'll possess a robust, unshakeable grasp of English tenses. Empower your communication and amplify your opportunities by mastering the very essence of the English language. How will I get my certificate? You may have to take a quiz or a written test online during or after the course. After successfully completing the course, you will be eligible for the certificate. Who is This course for? There is no experience or previous qualifications required for enrolment on this Explore the Fundamentals of English Tenses. It is available to all students, of all academic backgrounds. Requirements Our Explore the Fundamentals of English Tenses is fully compatible with PC's, Mac's, Laptop, Tablet 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. There is no time limit for completing this course, it can be studied in your own time at your own pace. Career Path Learning this new skill will help you to advance in your career. It will diversify your job options and help you develop new techniques to keep up with the fast-changing world. This skillset will help you to- Open doors of opportunities Increase your adaptability Keep you relevant Boost confidence And much more! Course Curriculum 37 sections • 90 lectures • 05:43:00 total length •Fly Through English Verb Tenses Introduction: 00:01:00 •Lesson 1a - Simple vs Perfect: 00:03:00 •Lesson 1b - Continuous tenses: 00:03:00 •Lesson 1c - Practice with WALK: 00:02:00 •Lesson 2a - Non-continuous simple future: 00:03:00 •Lesson 2b - Non-continuous simple future contracted: 00:03:00 •Lesson 2c - Non-continuous simple future negative: 00:03:00 •Lesson 2d - Non-continuous simple future practice: 00:03:00 •Lesson 2e - Non-continuous simple future practice 2: 00:02:00 •Lesson 3a - Non-continuous simple conditional: 00:03:00 •Lesson 3b - Non-continuous simple conditional contracted: 00:03:00 •Lesson 3c - Non-continuous simple conditional negative: 00:03:00 •Lesson 3d - Non-continuous simple conditional practice: 00:03:00 •Lesson 4a - Non-continuous simple present: 00:04:00 •Lesson 4b - Non-continuous simple present negative: 00:03:00 •Lesson 4c - Non-continuous simple present practice: 00:04:00 •Lesson 4d - Non-continuous simple present irregular: 00:05:00 •Lesson 4e - Non-continuous simple present BE: 00:05:00 •Lesson 4f - Non-continuous simple present regular verb list: 00:03:00 •Lesson 5a - Non-continuous simple past: 00:03:00 •Lesson 5b - Non-continuous simple past negative: 00:03:00 •Lesson 5c - Non-continuous simple past practice: 00:03:00 •Lesson 5d - Non-continuous simple past irregular: 00:04:00 •Lesson 5e - Non-continuous simple past very irregular: 00:05:00 •Lesson 5f - Non-continuous simple past BE: 00:04:00 •Lesson 6a - Non-continuous perfect tenses: 00:04:00 •Lesson 6b - Non-continuous perfect tenses past participle: 00:09:00 •Lesson 7a - Non-continuous present perfect: 00:03:00 •Lesson 7b - Non-continuous present perfect contracting: 00:03:00 •Lesson 7c - Non-continuous present perfect negative: 00:03:00 •Lesson 7d - Non-continuous present perfect practice: 00:03:00 •Lesson 8a - Non-continuous past perfect: 00:04:00 •Lesson 8b - Non-continuous past perfect negative: 00:04:00 •Lesson 8c - Non-continuous past perfect practice: 00:04:00 •Lesson 9a - Non-continuous future perfect: 00:04:00 •Lesson 9b - Non-continuous future perfect negative: 00:03:00 •Lesson 9c - Non-continuous future perfect practice: 00:03:00 •Lesson 10a - Non-continuous conditional perfect: 00:02:00 •Lesson 10b - Non-continuous conditional perfect contracted: 00:03:00 •Lesson 10c - Non-continuous conditional perfect negative: 00:03:00 •Lesson 10d - Non-continuous conditional perfect practice: 00:04:00 •Lesson 11a - Simple continuous tenses: 00:03:00 •Lesson 11b - Simple continuous tenses present participle: 00:03:00 •Lesson 11c - Simple continuous tenses present participle irregulars: 00:03:00 •Lesson 12a - Simple present continuous tense: 00:04:00 •Lesson 12b - Simple present continuous negative: 00:04:00 •Lesson 12c - Simple present continuous tense negative practice: 00:03:00 •Lesson 12d - Simple present continuous practice: 00:03:00 •Lesson 13a - Simple past continuous tense: 00:04:00 •Lesson 13b - Simple past continuous tense negative: 00:04:00 •Lesson 13c - Simple past continuous tense practice: 00:03:00 •Lesson 14a - Simple future continuous tense: 00:03:00 •Lesson 14b - Simple future continuous negative: 00:04:00 •Lesson 14c - Simple future continuous practice: 00:04:00 •Lesson 15a - Simple conditional continuous tense: 00:04:00 •Lesson 15b - Simple conditional continuous negative: 00:04:00 •Lesson 15c - Simple conditional continuous practice: 00:04:00 •Lesson 16a - Perfect continuous tenses: 00:04:00 •Lesson 17a - Present perfect continuous tense: 00:04:00 •Lesson 17b - Present perfect continuous negative: 00:04:00 •Lesson 17c - Present perfect continuous practice: 00:04:00 •Lesson 18a - Past perfect continuous tense: 00:03:00 •Lesson 18b - Past perfect continuous negative: 00:04:00 •Lesson 18c - Past perfect continuous practice: 00:04:00 •Lesson 19a - Future perfect continuous tense: 00:04:00 •Lesson 19b - Future perfect continuous negative: 00:05:00 •Lesson 19c - Future perfect continuous practice: 00:05:00 •Lesson 20a - Conditional perfect continuous tense: 00:03:00 •Lesson 20b - Conditional perfect continuous contractions: 00:04:00 •Lesson 20c - Conditional perfect continuous negative: 00:03:00 •Lesson 20d - Conditional perfect continuous practice: 00:05:00 •Lesson 20e - Table of all the tenses: 00:01:00 •Lesson 21a - Simple present tense questions: 00:04:00 •Lesson 21b - Simple present tense negative questions: 00:04:00 •Lesson 22a - Simple past tense questions: 00:04:00 •Lesson 22b - Simple past tense negative questions: 00:03:00 •Lesson 23a - Simple future tense questions: 00:05:00 •Lesson 24a - Simple conditional tense questions: 00:05:00 •Lesson 25a - Present perfect tense questions: 00:05:00 •Lesson 26a - Past perfect tense questions: 00:05:00 •Lesson 27a - Future perfect tense questions: 00:05:00 •Lesson 28a - Conditional perfect tense questions: 00:05:00 •Lesson 29a - Present continuous tense questions: 00:06:00 •Lesson 30a - Past continuous tense questions: 00:05:00 •Lesson 31a - Future continuous tense questions: 00:05:00 •Lesson 32a - Conditional continuous tense questions: 00:05:00 •Lesson 33a - Present perfect continuous tense questions: 00:05:00 •Lesson 34a - Past perfect continuous tense questions: 00:06:00 •Lesson 35a - Future perfect continuous tense questions: 00:06:00 •Lesson 36a - Conditional perfect continuous tense questions: 00:06:00

Overview This comprehensive course on Data Science & Machine Learning with R will deepen your understanding on this topic. After successful completion of this course you can acquire the required skills in this sector. This Data Science & Machine Learning with R comes with accredited certification, which will enhance your CV and make you worthy in the job market. So enrol in this course today to fast track your career ladder. How will I get my certificate? You may have to take a quiz or a written test online during or after the course. After successfully completing the course, you will be eligible for the certificate. Who is This course for? There is no experience or previous qualifications required for enrolment on this Data Science & Machine Learning with R. It is available to all students, of all academic backgrounds. Requirements Our Data Science & Machine Learning with R is fully compatible with PC's, Mac's, Laptop, Tablet 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. There is no time limit for completing this course, it can be studied in your own time at your own pace. Career Path Having these various qualifications 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. Course Curriculum 10 sections • 69 lectures • 22:07:00 total length •Data Science and Machine Learning Introduction: 00:03:00 •What is Data Science: 00:10:00 •Machine Learning Overview: 00:05:00 •Who is This Course for: 00:03:00 •Data Science and Machine Learning Marketplace: 00:05:00 •Data Science and Machine Learning Job Opportunities: 00:03:00 •Getting Started: 00:11:00 •Basics: 00:06:00 •Files: 00:11:00 •RStudio: 00:07:00 •Tidyverse: 00:05:00 •Resources: 00:04:00 •Unit Introduction: 00:30:00 •Basic Type: 00:09:00 •Vector Part One: 00:20:00 •Vectors Part Two: 00:25:00 •Vectors - Missing Values: 00:16:00 •Vectors - Coercion: 00:14:00 •Vectors - Naming: 00:10:00 •Vectors - Misc: 00:06:00 •Creating Matrics: 00:31:00 •List: 00:32:00 •Introduction to Data Frames: 00:19:00 •Creating Data Frames: 00:20:00 •Data Frames: Helper Functions: 00:31:00 •Data Frames Tibbles: 00:39:00 •Intermediate Introduction: 00:47:00 •Relational Operations: 00:11:00 •Conditional Statements: 00:11:00 •Loops: 00:08:00 •Functions: 00:14:00 •Packages: 00:11:00 •Factors: 00:28:00 •Dates and Times: 00:30:00 •Functional Programming: 00:37:00 •Data Import or Export: 00:22:00 •Database: 00:27:00 •Data Manipulation in R Introduction: 00:36:00 •Tidy Data: 00:11:00 •The Pipe Operator: 00:15:00 •The Filter Verb: 00:22:00 •The Select Verb: 00:46:00 •The Mutate Verb: 00:32:00 •The Arrange Verb: 00:10:00 •The Summarize Verb: 00:23:00 •Data Pivoting: 00:43:00 •JSON Parsing: 00:11:00 •String Manipulation: 00:33:00 •Web Scraping: 00:59:00 •Data Visualization in R Section Intro: 00:17:00 •Getting Started: 00:16:00 •Aesthetics Mappings: 00:25:00 •Single Variable Plots: 00:37:00 •Two Variable Plots: 00:21:00 •Facets, Layering, and Coordinate Systems: 00:18:00 •Styling and Saving: 00:12:00 •Creating with R Markdown: 00:29:00 •Introduction to R Shiny: 00:26:00 •A Basic R Shiny App: 00:31:00 •Other Examples with R Shiny: 00:34:00 •Machine Learning Part 1: 00:22:00 •Machine Learning Part 2: 00:47:00 •Starting a Data Science Career Section Overview: 00:03:00 •Data Science Resume: 00:04:00 •Getting Started with Freelancing: 00:05:00 •Top Freelance Websites: 00:05:00 •Personal Branding: 00:05:00 •Importance of Website and Blo: 00:04:00 •Networking Do's and Don'ts: 00:04:00

Overview This comprehensive course on Improve your Financial Intelligence will deepen your understanding on this topic. After successful completion of this course you can acquire the required skills in this sector. This Improve your Financial Intelligence comes with accredited certification from CPD, which will enhance your CV and make you worthy in the job market. So enrol in this course today to fast track your career ladder. How will I get my certificate? You may have to take a quiz or a written test online during or after the course. After successfully completing the course, you will be eligible for the certificate. Who is This course for? There is no experience or previous qualifications required for enrolment on this Improve your Financial Intelligence. It is available to all students, of all academic backgrounds. Requirements Our Improve your Financial Intelligence is fully compatible with PC's, Mac's, Laptop, Tablet 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. There is no time limit for completing this course, it can be studied in your own time at your own pace. Career Path Learning this new skill will help you to advance in your career. It will diversify your job options and help you develop new techniques to keep up with the fast-changing world. This skillset will help you to- Open doors of opportunities Increase your adaptability Keep you relevant Boost confidence And much more! Course Curriculum 9 sections • 28 lectures • 01:28:00 total length •Introduction - Don't be Afraid: 00:04:00 •Key Financial Statements - Introduction: 00:01:00 •The Balance Sheet - Introduction: 00:03:00 •The Balance Sheet - Assets, Liabilities, Owners Equity: 00:04:00 •The Balance Sheet - How it relates to you: 00:06:00 •The Income Statement - Introduction: 00:04:00 •The Income Statement - How it relates to you: 00:03:00 •The Cashflow Statement - Introduction: 00:04:00 •The Cashflow Statement - How it relates to you: 00:01:00 •Key Financial Statements - Summary: 00:01:00 •The Money Making Metrics: 00:03:00 •Ratio Analysis: 00:02:00 •Profitability Ratios: 00:03:00 •Operating Ratios: 00:02:00 •Liquidity and Leverage Ratios: 00:03:00 •How Ratio Analysis Impacts you: 00:03:00 •Profit ≠Cash: 00:03:00 •Profit but No Cash: 00:04:00 •Cash but no Profit: 00:05:00 •Why understanding the Cashflow statement matters: 00:04:00 •Managing Days Sales Outstanding: 00:04:00 •Managing Inventory: 00:03:00 •Working Capital - Case Study: 00:05:00 •Return on Investments: 00:04:00 •Return on Investments - Calculations: 00:04:00 •Five Traps: 00:04:00 •Course Completion: 00:01:00 •Assignment - Improve your Financial Intelligence: 00:00:00

Overview This comprehensive course on Marketing Principles will deepen your understanding on this topic. After successful completion of this course you can acquire the required skills in this sector. This Marketing Principles comes with accredited certification from CPD, which will enhance your CV and make you worthy in the job market. So enrol in this course today to fast-track your career ladder. How will I get my certificate? You may have to take a quiz or a written test online during or after the course. After successfully completing the course, you will be eligible for the certificate. Who is This course for? There is no experience or previous qualifications required for enrolment on this Marketing Principles. It is available to all students, of all academic backgrounds. Requirements Our Marketing Principles is fully compatible with PC's, Mac's, Laptop, Tablet 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. There is no time limit for completing this course, it can be studied in your own time at your own pace. Career Path Learning this new skill will help you to advance in your career. It will diversify your job options and help you develop new techniques to keep up with the fast-changing world. This skillset will help you to- Open doors of opportunities Increase your adaptability Keep you relevant Boost confidence And much more! Course Curriculum 6 sections • 52 lectures • 01:01:00 total length •Marketing and the Firm: 00:01:00 •Marketing Orientation and Context: 00:01:00 •Creating Value and Competitive Advantage #1: 00:01:00 •Creating Value and Competitive Advantage #2: 00:01:00 •Marketing Definition: 00:01:00 •Marketing Exchange: 00:01:00 •Marketing Interactions #1: 00:01:00 •Marketing Interactions #2: 00:02:00 •BCG's Advantage Matrix Model: 00:01:00 •External Environment - Analysis #1: 00:01:00 •External Environment - Analysis #2: 00:01:00 •External Environment - Analysis #3: 00:01:00 •External Forces Facing Marketing: 00:01:00 •Demographic Shift: 00:01:00 •Demographic Changes: 00:02:00 •Stakeholder Mapping #1: 00:01:00 •Stakeholder Mapping #2: 00:01:00 •Microenvironments - Industry and Market: 00:01:00 •Difference between an Industry and a Sector: 00:02:00 •Common Mistakes #1: 00:02:00 •Common Mistakes #2: 00:01:00 •Market Analysis #1: 00:01:00 •Market Analysis #2: 00:01:00 •Internal Firm Analysis and Environment Analysis: 00:02:00 •Enterprise Value Chain Analysis #1: 00:01:00 •Enterprise Value Chain Analysis #2: 00:01:00 •Enterprise Value Chain Analysis #3: 00:01:00 •Porter's Value Chain: 00:01:00 •Elements in Porter's Value Chain #1: 00:01:00 •Elements in Porter's Value Chain #2: 00:01:00 •SWOT - Gap Analysis: 00:02:00 •TOWS and Building Conversion Strategies: 00:01:00 •Formulating a Marketing Plan - Building Components #1: 00:01:00 •Formulating a Marketing Plan - Building Components #2: 00:02:00 •Formulating a Marketing Plan - Building Components #3: 00:01:00 •Product Life Cycle and Building a Product Strategy: 00:01:00 •Segmentation and Targeting- Geography, Consumer Behaviour and Cultures: 00:01:00 •Positioning Your Market Offering: 00:01:00 •Pricing Your Product for the Market: 00:01:00 •Channels and Distribution: 00:01:00 •Promotion and Brand Advertising: 00:01:00 •Business Development and Customer Relationship Marketing (CRM): 00:01:00 •Hard-selling: 00:01:00 •Sales Funnel: 00:01:00 •Stages in the Sales Funnel: 00:02:00 •Action Planning, Roles and Responsibilities: 00:01:00 •Metrics and Measures: 00:02:00 •Marketing and Information Technology: 00:01:00 •Marketing Information (MIS) Systems: Sorting Data and Reporting: 00:02:00 •Marketing and Information Technology: 00:01:00 •The Marketing Profession and Building the Marketing Team: 00:01:00 •Assignment - Marketing Principles: 00:00:00

Overview This comprehensive course on Event Marketing Associate will deepen your understanding on this topic. After successful completion of this course you can acquire the required skills in this sector. This Event Marketing Associate comes with accredited certification from CPD, which will enhance your CV and make you worthy in the job market. So enrol in this course today to fast-track your career ladder. How will I get my certificate? You may have to take a quiz or a written test online during or after the course. After successfully completing the course, you will be eligible for the certificate. Who is This course for? There is no experience or previous qualifications required for enrolment on this Event Marketing Associate. It is available to all students, of all academic backgrounds. Requirements Our Event Marketing Associate is fully compatible with PC's, Mac's, Laptop, Tablet 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. There is no time limit for completing this course, it can be studied in your own time at your own pace. Career Path Learning this new skill will help you to advance in your career. It will diversify your job options and help you develop new techniques to keep up with the fast-changing world. This skillset will help you to- Open doors of opportunities Increase your adaptability Keep you relevant Boost confidence And much more! Course Curriculum 10 sections • 10 lectures • 06:13:00 total length •Introduction to Event Management: 00:24:00 •Event Classification: 00:28:00 •Events and Clients: 00:18:00 •Invitation to the Event: 00:25:00 •Basics of Marketing: 00:46:00 •The Marketing Process: 00:49:00 •Strategic Marketing: 01:11:00 •Marketing Environment: 00:29:00 •Market Segmentations: 00:52:00 •Event Marketing: 00:31:00

Overview In this age of technology, data science and machine learning skills have become highly demanding skill sets. In the UK a skilled data scientist can earn around £62,000 per year. If you are aspiring for a career in the IT industry, secure these skills before you start your journey. The Complete Machine Learning & Data Science Bootcamp 2023 course can help you out. This course will introduce you to the essentials of Python. From the highly informative modules, you will learn about NumPy, Pandas and matplotlib. The course will help you grasp the skills required for using python for data analysis and visualisation. After that, you will receive step-by-step guidance on Python for machine learning. The course will then focus on the concepts of Natural Language Processing.  Upon successful completion of the course, you will receive a certificate of achievement. This certificate will help you elevate your resume. So enrol today! How will I get my certificate? You may have to take a quiz or a written test online during or after the course. After successfully completing the course, you will be eligible for the certificate. Who is This course for? Anyone with an interest in learning about data science can enrol in this course. It will help aspiring professionals develop the basic skills to build a promising career. Professionals already working in this can take the course to improve their skill sets. Requirements The students will not require any formal qualifications or previous experience to enrol in this course. Anyone can learn from the course anytime from anywhere through smart devices like laptops, tabs, PC, and smartphones with stable internet connections. They can complete the course according to their preferable pace so, there is no need to rush.   Career Path This course will equip you with valuable knowledge and effective skills in this area. After completing the course, you will be able to explore career opportunities in the fields such as Data Analyst Data Scientist Data Manager Business Analyst Course Curriculum 18 sections • 98 lectures • 23:48:00 total length •Welcome & Course Overview6: 00:07:00 •Set-up the Environment for the Course (lecture 1): 00:09:00 •Set-up the Environment for the Course (lecture 2): 00:25:00 •Two other options to setup environment: 00:04:00 •Python data types Part 1: 00:21:00 •Python Data Types Part 2: 00:15:00 •Loops, List Comprehension, Functions, Lambda Expression, Map and Filter (Part 1): 00:16:00 •Loops, List Comprehension, Functions, Lambda Expression, Map and Filter (Part 2): 00:20:00 •Python Essentials Exercises Overview: 00:02:00 •Python Essentials Exercises Solutions: 00:22:00 •What is Numpy? A brief introduction and installation instructions.: 00:03:00 •NumPy Essentials - NumPy arrays, built-in methods, array methods and attributes.: 00:28:00 •NumPy Essentials - Indexing, slicing, broadcasting & boolean masking: 00:26:00 •NumPy Essentials - Arithmetic Operations & Universal Functions: 00:07:00 •NumPy Essentials Exercises Overview: 00:02:00 •NumPy Essentials Exercises Solutions: 00:25:00 •What is pandas? A brief introduction and installation instructions.: 00:02:00 •Pandas Introduction: 00:02:00 •Pandas Essentials - Pandas Data Structures - Series: 00:20:00 •Pandas Essentials - Pandas Data Structures - DataFrame: 00:30:00 •Pandas Essentials - Handling Missing Data: 00:12:00 •Pandas Essentials - Data Wrangling - Combining, merging, joining: 00:20:00 •Pandas Essentials - Groupby: 00:10:00 •Pandas Essentials - Useful Methods and Operations: 00:26:00 •Pandas Essentials - Project 1 (Overview) Customer Purchases Data: 00:08:00 •Pandas Essentials - Project 1 (Solutions) Customer Purchases Data: 00:31:00 •Pandas Essentials - Project 2 (Overview) Chicago Payroll Data: 00:04:00 •Pandas Essentials - Project 2 (Solutions Part 1) Chicago Payroll Data: 00:18:00 •Matplotlib Essentials (Part 1) - Basic Plotting & Object Oriented Approach: 00:13:00 •Matplotlib Essentials (Part 2) - Basic Plotting & Object Oriented Approach: 00:22:00 •Matplotlib Essentials (Part 3) - Basic Plotting & Object Oriented Approach: 00:22:00 •Matplotlib Essentials - Exercises Overview: 00:06:00 •Matplotlib Essentials - Exercises Solutions: 00:21:00 •Seaborn - Introduction & Installation: 00:04:00 •Seaborn - Distribution Plots: 00:25:00 •Seaborn - Categorical Plots (Part 1): 00:21:00 •Seaborn - Categorical Plots (Part 2): 00:16:00 •Seborn-Axis Grids: 00:25:00 •Seaborn - Matrix Plots: 00:13:00 •Seaborn - Regression Plots: 00:11:00 •Seaborn - Controlling Figure Aesthetics: 00:10:00 •Seaborn - Exercises Overview: 00:04:00 •Seaborn - Exercise Solutions: 00:19:00 •Pandas Built-in Data Visualization: 00:34:00 •Pandas Data Visualization Exercises Overview: 00:03:00 •Panda Data Visualization Exercises Solutions: 00:13:00 •Plotly & Cufflinks - Interactive & Geographical Plotting (Part 1): 00:19:00 •Plotly & Cufflinks - Interactive & Geographical Plotting (Part 2): 00:14:00 •Plotly & Cufflinks - Interactive & Geographical Plotting Exercises (Overview): 00:11:00 •Plotly & Cufflinks - Interactive & Geographical Plotting Exercises (Solutions): 00:17:00 •Project 1 - Oil vs Banks Stock Price during recession (Overview): 00:15:00 •Project 1 - Oil vs Banks Stock Price during recession (Solutions Part 1): 00:18:00 •Project 1 - Oil vs Banks Stock Price during recession (Solutions Part 2): 00:18:00 •Project 1 - Oil vs Banks Stock Price during recession (Solutions Part 3): 00:17:00 •Project 2 (Optional) - Emergency Calls from Montgomery County, PA (Overview): 00:03:00 •Introduction to ML - What, Why and Types..: 00:15:00 •Theory Lecture on Linear Regression Model, No Free Lunch, Bias Variance Tradeoff: 00:15:00 •scikit-learn - Linear Regression Model - Hands-on (Part 1): 00:17:00 •scikit-learn - Linear Regression Model Hands-on (Part 2): 00:19:00 •Good to know! How to save and load your trained Machine Learning Model!: 00:01:00 •scikit-learn - Linear Regression Model (Insurance Data Project Overview): 00:08:00 •scikit-learn - Linear Regression Model (Insurance Data Project Solutions): 00:30:00 •Theory: Logistic Regression, conf. mat., TP, TN, Accuracy, Specificityetc.: 00:10:00 •scikit-learn - Logistic Regression Model - Hands-on (Part 1): 00:17:00 •scikit-learn - Logistic Regression Model - Hands-on (Part 2): 00:20:00 •scikit-learn - Logistic Regression Model - Hands-on (Part 3): 00:11:00 •scikit-learn - Logistic Regression Model - Hands-on (Project Overview): 00:05:00 •scikit-learn - Logistic Regression Model - Hands-on (Project Solutions): 00:15:00 •Theory: K Nearest Neighbors, Curse of dimensionality .: 00:08:00 •scikit-learn - K Nearest Neighbors - Hands-on: 00:25:00 •scikt-learn - K Nearest Neighbors (Project Overview): 00:04:00 •scikit-learn - K Nearest Neighbors (Project Solutions): 00:14:00 •Theory: D-Tree & Random Forests, splitting, Entropy, IG, Bootstrap, Bagging.: 00:18:00 •scikit-learn - Decision Tree and Random Forests - Hands-on (Part 1): 00:19:00 •scikit-learn - Decision Tree and Random Forests (Project Overview): 00:05:00 •scikit-learn - Decision Tree and Random Forests (Project Solutions): 00:15:00 •Support Vector Machines (SVMs) - (Theory Lecture): 00:07:00 •scikit-learn - Support Vector Machines - Hands-on (SVMs): 00:30:00 •scikit-learn - Support Vector Machines (Project 1 Overview): 00:07:00 •scikit-learn - Support Vector Machines (Project 1 Solutions): 00:20:00 •scikit-learn - Support Vector Machines (Optional Project 2 - Overview): 00:02:00 •Theory: K Means Clustering, Elbow method.: 00:11:00 •scikit-learn - K Means Clustering - Hands-on: 00:23:00 •scikit-learn - K Means Clustering (Project Overview): 00:07:00 •scikit-learn - K Means Clustering (Project Solutions): 00:22:00 •Theory: Principal Component Analysis (PCA): 00:09:00 •scikit-learn - Principal Component Analysis (PCA) - Hands-on: 00:22:00 •scikit-learn - Principal Component Analysis (PCA) - (Project Overview): 00:02:00 •scikit-learn - Principal Component Analysis (PCA) - (Project Solutions): 00:17:00 •Theory: Recommender Systems their Types and Importance: 00:06:00 •Python for Recommender Systems - Hands-on (Part 1): 00:18:00 •Python for Recommender Systems - - Hands-on (Part 2): 00:19:00 •Natural Language Processing (NLP) - (Theory Lecture): 00:13:00 •NLTK - NLP-Challenges, Data Sources, Data Processing ..: 00:13:00 •NLTK - Feature Engineering and Text Preprocessing in Natural Language Processing: 00:19:00 •NLTK - NLP - Tokenization, Text Normalization, Vectorization, BoW.: 00:19:00 •NLTK - BoW, TF-IDF, Machine Learning, Training & Evaluation, Naive Bayes : 00:13:00 •NLTK - NLP - Pipeline feature to assemble several steps for cross-validation: 00:09:00

Overview This comprehensive course on Fundamentals of Excellent Leadership will deepen your understanding on this topic. After successful completion of this course you can acquire the required skills in this sector. This Fundamentals of Excellent Leadership comes with accredited certification from CPD, which will enhance your CV and make you worthy in the job market. So enrol in this course today to fast-track your career ladder. How will I get my certificate? You may have to take a quiz or a written test online during or after the course. After successfully completing the course, you will be eligible for the certificate. Who is This course for? There is no experience or previous qualifications required for enrolment on this Fundamentals of Excellent Leadership. It is available to all students, of all academic backgrounds. Requirements Our Fundamentals of Excellent Leadership is fully compatible with PC's, Mac's, Laptop, Tablet 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. There is no time limit for completing this course, it can be studied in your own time at your own pace. Career Path Learning this new skill will help you to advance in your career. It will diversify your job options and help you develop new techniques to keep up with the fast-changing world. This skillset will help you to- Open doors of opportunities Increase your adaptability Keep you relevant Boost confidence And much more! Course Curriculum 1 sections • 14 lectures • 00:51:00 total length •Module 01: Introduction: 00:02:00 •Module 02: Is Leadership for You?: 00:03:00 •Module 03: Communicating as a Leader: 00:03:00 •Module 04: Assertive Communication: 00:05:00 •Module 05: Communicating in the 21st Century: 00:01:00 •Module 06: Dealing with Difficult Behaviours: 00:10:00 •Module 07: Having Confidence in Yourself & Your Abilities: 00:04:00 •Module 08: Influencing Your Team: 00:04:00 •Module 09: Building Your Leadership Visibility: 00:01:00 •Module 10: Building Talent In Your Workforce: 00:05:00 •Module 11: Setting goals in your team: 00:04:00 •Module 12: Giving & receiving feedback: 00:06:00 •Module 13: Micromanaging: 00:02:00 •Module 14: Review: 00:01:00

Overview This comprehensive course on Biohacking Your Physical and Mental Health will deepen your understanding on this topic.After successful completion of this course you can acquire the required skills in this sector. This Biohacking Your Physical and Mental Health comes with accredited certification which will enhance your CV and make you worthy in the job market.So enrol in this course today to fast track your career ladder. How will I get my certificate? You may have to take a quiz or a written test online during or after the course. After successfully completing the course, you will be eligible for the certificate. Who is this course for? There is no experience or previous qualifications required for enrolment on this Biohacking Your Physical and Mental Health. It is available to all students, of all academic backgrounds. Requirements Our Biohacking Your Physical and Mental Health 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 these various qualifications 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. Course Curriculum 8 sections • 13 lectures • 01:13:00 total length •Introduction: 00:01:00 •Promo - Biohacking Secrets: 00:05:00 •Track Your Sleep: 00:05:00 •Protect Yourself From Blue Light: 00:04:00 •Try Red Light Therapy: 00:05:00 •Practice Mindfulness: 00:07:00 •Get More Active: 00:08:00 •Drink Alkaline Water: 00:06:00 •Eat More Whole Foods: 00:10:00 •Add Probiotics To Your Diet: 00:06:00 •Benefits of Cryotherapy: 00:05:00 •Purify Your Air: 00:07:00 •Conclusion: 00:04:00

Overview This comprehensive course on Birth Doula will deepen your understanding on this topic. After successful completion of this course you can acquire the required skills in this sector. This Birth Doula comes with accredited certification, which will enhance your CV and make you worthy in the job market. So enrol in this course today to fast track your career ladder. How will I get my certificate? You may have to take a quiz or a written test online during or after the course. After successfully completing the course, you will be eligible for the certificate. Who is This course for? There is no experience or previous qualifications required for enrolment on this Birth Doula. It is available to all students, of all academic backgrounds. Requirements Our Birth Doula is fully compatible with PC's, Mac's, Laptop, Tablet 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. There is no time limit for completing this course, it can be studied in your own time at your own pace. Career Path Having these various qualifications 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. Course Curriculum 16 sections • 16 lectures • 05:34:00 total length •Introduction to Birth Doula: 00:11:00 •A Woman's Body in Pregnancy: 00:16:00 •Antenatal Care during Pregnancy: 00:17:00 •Management of Common Symptoms of Pregnancy: 00:25:00 •Clinical Examination of Pregnant Women: 00:20:00 •Care of a Woman during Labour: 00:25:00 •Postpartum Care: 00:19:00 •Screening Newborn Baby: 00:23:00 •Infant Care: 00:22:00 •Mental Health of the Mother: 00:32:00 •Grief and Bereavement: 00:30:00 •Contraception and Family Planning: 00:27:00 •Effective Communication: 00:28:00 •Empathy and Comfort Skills: 00:17:00 •Ethics as Doula: 00:22:00 •Assignment - Birth Doula: 00:00:00

Overview This comprehensive course on Asbestos Surveyor Training will deepen your understanding on this topic. After successful completion of this course you can acquire the required skills in this sector. This Asbestos Surveyor Training comes with accredited certification, which will enhance your CV and make you worthy in the job market. So enrol in this course today to fast track your career ladder. How will I get my certificate? You may have to take a quiz or a written test online during or after the course. After successfully completing the course, you will be eligible for the certificate. Who is This course for? There is no experience or previous qualifications required for enrolment on this Asbestos Surveyor Training. It is available to all students, of all academic backgrounds. Requirements Our Asbestos Surveyor Training is fully compatible with PC's, Mac's, Laptop, Tablet 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. There is no time limit for completing this course, it can be studied in your own time at your own pace. Career Path Having these various qualifications 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. Course Curriculum 1 sections • 9 lectures • 03:34:00 total length •Module 01: What is Asbestos?: 00:23:00 •Module 02: Health Effects of Asbestos: 00:28:00 •Module 03: Asbestos Containing Materials and Their Properties: 00:19:00 •Module 04: Management of Asbestos: 00:23:00 •Module 05: Risk Assessments and Legislative Requirements: 00:36:00 •Module 06: Asbestos Surveying: 00:19:00 •Module 07: Bulk Sampling Procedures and Strategies: 00:28:00 •Module 08: Survey Report, Quality Assurance and Quality Control: 00:24:00 •Module 09: Personal Decontamination: 00:14:00