1899 Exercises courses in Manchester delivered On Demand

Motivation: Motivational Interviewing Would you like to master motivational interviewing principles to make positive changes? We have created a special motivational interviewing course to spread positive word training all over. Through the motivational interviewing course, you will learn empathetic dialogue and active listening. Also, in the motivational interviewing course, attendees learn to navigate ambivalence, enhance intrinsic motivation, and guide individuals towards their goals. The motivational interviewing course’s key components include open-ended questioning, reflective listening, and eliciting change talk. Moreover, this motivational interviewing course's practical exercises and case studies provide opportunities to apply techniques in diverse contexts, fostering skill development. Participate in our motivational interviewing course to learn effective communication strategies to inspire behavioural change. Special Offers of this Motivation: Motivational Interviewing Course This Motivation: Motivational Interviewing Course includes a FREE PDF Certificate. Lifetime access to this Motivation: Motivational Interviewing Course Instant access to this Motivation: Motivational Interviewing Course Get FREE Tutor Support to this Motivation: Motivational Interviewing Course Motivation: Motivational Interviewing Unlock the power of empathetic communication with our Motivation: Motivation Interviewing Course. Through this comprehensive Motivation: Motivation course, you'll master the art of empathetic dialogue and active listening, essential for guiding individuals towards their goals. Our Motivation: Motivation training will teach you how to navigate ambivalence and enhance intrinsic motivation, making it easier to inspire change. The Motivation: Motivation course covers key techniques like open-ended questioning, reflective listening, and eliciting change talk. Plus, with practical exercises and case studies, our Motivation: Motivation course ensures you can apply these skills in real-world scenarios. Elevate your professional impact with our Motivation: Motivation Interviewing Course. Who is this course for? Motivation: Motivational Interviewing This motivational interviewing course is ideal for those looking to advance their career in relevant fields. Requirements Motivation: Motivational Interviewing To enrol in this Motivation: Motivational Interviewing Course, students must fulfil the following requirements. To join in our Motivation: Motivational Interviewing Control Course, you must have a strong command of the English language. To successfully complete our Motivation: Motivational Interviewing Course, you must be vivacious and self driven. To complete our Motivation: Motivational Interviewing Course, you must have a basic understanding of computers. A minimum age limit of 15 is required to enrol in this Motivation: Motivational Interviewing Course. Career path Motivation: Motivational Interviewing You can pursue a profession as a motivational interviewer, social worker, counsellor, or in many other fields with the use of this motivational interviewing course.

Unleash the potential of cloud solutions with the AZ-204 Developing Solutions for Microsoft Azure course. Discover in-depth training on Azure Virtual Machines, App Services, Containers, and more to innovate and scale with Microsoft Azure's dynamic cloud platform.

Dive into the intricate world of numbers and data with our comprehensive 'Microsoft Excel & Accounting Training' course. Begin your journey by mastering the foundational elements of Microsoft Office Excel 2016, from the basics of worksheet modifications to the art of data visualisation using charts. As you progress, pivot your attention towards the meticulous realm of accounting. Here, you'll unravel the secrets of the accounting equation, immerse yourself in transaction analyses, and culminate your learning by understanding the complete accounting cycle. Whether you're looking to enhance your data management skills or embark on a career in accounting, this course is your stepping stone to success. Learning Outcomes: Acquire proficiency in utilising Microsoft Excel 2016 for data analysis, visualisation, and workbook management. Understand the core principles of accounting, including the accounting equation and transaction analysis. Demonstrate the ability to prepare financial statements and complete the accounting cycle. Implement advanced Excel features such as PivotTables, PivotCharts, and Lookup Functions. Apply knowledge in real-world scenarios, including fiscal year evaluations and spreadsheet exercises. Why buy this Microsoft Excel & Accounting Training? Unlimited access to the course for a lifetime. Opportunity to earn a certificate accredited by the CPD Quality Standards after completing this course. Structured lesson planning in line with industry standards. Immerse yourself in innovative and captivating course materials and activities. Assessments are designed to evaluate advanced cognitive abilities and skill proficiency. Flexibility to complete the Microsoft Excel & Accounting Training Course at your own pace, on your own schedule. Receive full tutor support throughout the week, from Monday to Friday, to enhance your learning experience Who is this Microsoft Excel & Accounting Training course for? Individuals aiming to bolster their data analysis and management capabilities. Aspiring accountants keen on understanding the fundamentals of the profession. Business owners desiring a deeper grasp of financial statements and accounting cycles. Students pursuing a career in finance or data management. Professionals looking to integrate Excel functionalities into their daily tasks. Career path Data Analyst: Average salary range: £25,000 - £40,000 Annually Accountant: Average salary range: £28,000 - £52,000 Annually Financial Controller: Average salary range: £40,000 - £70,000 Annually Management Accountant: Average salary range: £30,000 - £55,000 Annually Excel Specialist: Average salary range: £22,000 - £35,000 Annually Bookkeeper: Average salary range: £18,000 - £30,000 Annually Prerequisites This Microsoft Excel & Accounting Training does not require you to have any prior qualifications or experience. You can just enrol and start learning.This Microsoft Excel & Accounting Training was made by professionals and it is compatible with all PC's, Mac's, tablets and smartphones. You will be able to access the course from anywhere at any time as long as you have a good enough internet connection. Certification After studying the course materials, there will be a written assignment test which you can take at the end of the course. After successfully passing the test you will be able to claim the pdf certificate for £4.99 Original Hard Copy certificates need to be ordered at an additional cost of £8. Course Curriculum **Microsoft Excel** Getting Started with Microsoft Office Excel 2016 Navigate the Excel User Interfact 00:28:00 Use Excel Commands 00:10:00 Create and Save a Basic Workbook 00:19:00 Enter Cell Data 00:12:00 Use Excel Help 00:05:00 Performing Calculations Create Worksheet Formulas 00:15:00 Insert Functions 00:17:00 Reuse Formulas and Functions 00:17:00 Modifying a Worksheet Insert, Delete, and Adjust Cells, Columns, and Rows 00:10:00 Search for and Replace Data 00:09:00 Use Proofing and Research Tools 00:07:00 Formatting a Worksheet Apply Text Formats 00:16:00 Apply Number Format 00:07:00 Align Cell Contents 00:09:00 Apply Styles and Themes 00:12:00 Apply Basic Conditional Formatting 00:11:00 Create and Use Templates 00:08:00 Printing Workbooks Preview and Print a Workbook 00:10:00 Set Up the Page Layout 00:09:00 Configure Headers and Footers 00:07:00 Managing Workbooks Manage Worksheets 00:05:00 Manage Workbook and Worksheet Views 00:07:00 Manage Workbook Properties 00:06:00 Working with Functions Work with Ranges 00:18:00 Use Specialized Functions 00:11:00 Work with Logical Functions 00:23:00 Work with Date & Time Functions 00:08:00 Work with Text Functions 00:11:00 Working with Lists Sort Data 00:10:00 Filter Data 00:10:00 Query Data with Database Functions 00:09:00 Outline and Subtotal Data 00:09:00 Analyzing Data Create and Modify Tables 00:16:00 Apply Intermediate Conditional Formatting 00:07:00 Apply Advanced Conditional Formatting 00:05:00 Visualizing Data with Charts Create Charts 00:13:00 Modify and Format Charts 00:12:00 Use Advanced Chart Features 00:12:00 Using PivotTables and PivotCharts Create a PivotTable 00:13:00 Analyze PivotTable Data 00:12:00 Present Data with PivotCharts 00:07:00 Filter Data by Using Timelines and Slicers 00:11:00 Working with Multiple Worksheets and Workbooks Use Links and External References 00:12:00 Use 3-D References 00:06:00 Consolidate Data 00:05:00 Using Lookup Functions and Formula Auditing Use Lookup Functions 00:12:00 Trace Cells 00:09:00 Watch and Evaluate Formulas 00:08:00 Sharing and Protecting Workbooks Collaborate on a Workbook 00:19:00 Protect Worksheets and Workbooks 00:08:00 Automating Workbook Functionality Apply Data Validation 00:13:00 Search for Invalid Data and Formulas with Errors 00:04:00 Work with Macros 00:18:00 Creating Sparklines and Mapping Data Create Sparklines 00:07:00 MapData 00:07:00 Forecasting Data Determine Potential Outcomes Using Data Tables 00:08:00 Determine Potential Outcomes Using Scenarios 00:09:00 Use the Goal Seek Feature 00:04:00 Forecasting Data Trends 00:05:00 **Accounting Training** Professional Bookkeeper Introduction Professional Bookkeeper 00:09:00 Introduction to Accounting and Business Defining a Business 00:07:00 Ethics in Accounting 00:05:00 Generally Accepted Accounting Principles (GAAP) 00:10:00 The Accounting Equation The Accounting Equation 00:07:00 Transactions 00:11:00 Financial Statements 00:13:00 Analyzing Transactions The Accounting Equation and Transactions 00:16:00 Double-Entry System 00:11:00 Transactions - Journalizing 00:17:00 Journal Entries 00:38:00 Entering Information - Posting Entries Posting Entries 00:10:00 The Trial Balance 00:10:00 Finding Errors Using Horizontal Analysis 00:09:00 Horizontal Trend : Balance Sheet 00:21:00 Horizontal Trend: Income Statement 00:36:00 Adjusting Process The Purpose of the Adjusting Process 00:15:00 Adjusting Entries Adjusting Entries - Prepaid Expenses 00:13:00 Adjusting Entries - Accrued Revenues 00:10:00 Adjusting Entries - Depreciation Expense 00:09:00 Adjustment Summary Adjustment Summary - Review 00:13:00 Vertical Analysis 00:33:00 Preparing a Worksheet Preparing a Worksheet 00:06:00 Financial Statements The Income Statement 00:11:00 Financial Statements - Definitions 00:12:00 Completing the Accounting Cycle Temporary vs. Permanent Account 00:19:00 The Accounting Cycle Illustrated Accounting Cycle Illustrated - Steps 1-5 00:11:00 Accounting Cycle Illustrated - Steps 6-10 00:12:00 Fiscal Year Fiscal Year 00:09:00 Spreadsheet Exercise Spreadsheet Exercise - Steps 1-4 00:11:00 Spreadsheet Exercise - Steps 5-7 00:37:00

A complete practical React and Python Flask full-stack web development Bootcamp with JavaScript, React, Python, Flask, API, Git, and VS Code. Basic software development knowledge and basic programming skills are required.

Your guide to practice and learn to excel in Word 2019.

A 7 day self-paced online course for siblings in neurodiverse families to look after their wellbeing and develop their emotional literacy.

Basic Electrician Course Have you taught to gain the core knowledge and practical abilities of electrical principles and applications? If so, then our on Basic Electrician will be the perfect guide of yours. Fundamental concepts like circuit analysis, voltage, current, resistance, and Ohm's law are taught to Basic Electrician participants. This Basic Electrician course also explains basic electrical components such as resistors, capacitors, and inductors. Moreover, through this Basic Electrician course, you can understand the function and application of Basic Electrician appliances. Safety protocols for working with electricity are emphasised in our Basic Electrician: Basic Electrician course, including proper use of tools and protective equipment. In order to supplement theoretical knowledge and provide students with the skills necessary to diagnose fundamental electrical problems, this Basic Electrician: Basic Electrician course incorporates practical demonstrations and exercises. Special Offers of this Basic Electrician Course This Basic Electrician: Basic Electrician Course includes a FREE PDF Certificate Lifetime access to this Basic Electrician: Basic Electrician Course Instant access to this Basic Electrician: Basic Electrician Course Get FREE Tutor Support to this Basic Electrician: Basic Electrician Course Basic Electrician Course Unlock your potential with our Basic Electrician: Basic Electrician course! Gain core knowledge and practical abilities in electrical principles with Basic Electrician: Basic Electrician training. Learn essential concepts like circuit analysis, voltage, current, resistance, and Ohm's law in our Basic Electrician: Basic Electrician program. Discover how resistors, capacitors, and inductors work, and understand the function of key appliances in Basic Electrician: Basic Electrician. Safety protocols and proper tool usage are emphasized throughout the Basic Electrician: Basic Electrician course. With hands-on exercises, develop the skills to diagnose electrical issues confidently. Enroll now in Basic Electrician: Basic Electrician and power up your career! Who is this course for? Basic Electrician Course Beginners, maintenance workers, apprentices, and anybody interested in learning the fundamentals of electrical systems are the target audience for this basic electricity course. Requirements Basic Electrician Course To enrol in this Basic Electrician Course, students must fulfil the following requirements. To join in our Basic Electrician Course, you must have a strong command of the English language. To successfully complete our Basic Electrician Course, you must be vivacious and self driven. To complete our Basic Electrician Course, you must have a basic understanding of computers. A minimum age limit of 15 is required to enrol in this Basic Electrician Course. Career path Basic Electrician Course Employment in electrical installation, maintenance, and technician professions, as well as entry-level work in allied businesses, can be attained through completion of the basic electricity course.

The world is comprised of many different people, with many different cultures, who speak many different languages. Even though English is considered the staple international language, not everyone understands or speaks in English. That is why there is a huge need for people in the world to help others learn this language in order to eliminate the language barrier we have. You could be one of these people with the help of this Teaching English as Foreign Language (TEFL) course. This is a very elaborate course but helps you to become the perfect English teacher to those who don't know it so well. It starts with helping you to teach in different situations - as per needs and constraints - and work with many different approaches for different students. Following that there are specific chapters dedicated to help you teach speaking, listening, reading, writing and grammar in English. You will also learn about creating lesson plans and testing as well. The course is filled with exercises and examples to help you in your way to become a great English as a foreign language teacher. Course Highlights Ultimate PHP & MySQL Web Development & OOP Coding is an award winning and the best selling course that has been given the CPD Qualification Standards & IAO accreditation. It is the most suitable course anyone looking to work in this or relevant sector. It is considered one of the perfect courses in the UK that can help students/learners to get familiar with the topic and gain necessary skills to perform well in this field. We have packed Ultimate PHP & MySQL Web Development & OOP Coding into 133 modules for teaching you everything you need to become successful in this profession. To provide you ease of access, this course is designed for both part-time and full-time students. You can become accredited in just 10 hours, 6 minutes hours and it is also possible to study at your own pace. We have experienced tutors who will help you throughout the comprehensive syllabus of this course and answer all your queries through email. For further clarification, you will be able to recognize your qualification by checking the validity from our dedicated website. Why You Should Choose Ultimate PHP & MySQL Web Development & OOP Coding Lifetime access to the course No hidden fees or exam charges CPD Qualification Standards certification on successful completion Full Tutor support on weekdays (Monday - Friday) Efficient exam system, assessment and instant results Download Printable PDF certificate immediately after completion Obtain the original print copy of your certificate, dispatch the next working day for as little as £9. Improve your chance of gaining professional skills and better earning potential. Who is this Course for? Ultimate PHP & MySQL Web Development & OOP Coding is CPD Qualification Standards and IAO accredited. This makes it perfect for anyone trying to learn potential professional skills. As there is no experience and qualification required for this course, it is available for all students from any academic backgrounds. Requirements Our Ultimate PHP & MySQL Web Development & OOP Coding is fully compatible with any kind of device. Whether you are using Windows computer, Mac, smartphones or tablets, you will get the same experience while learning. Besides that, you will be able to access the course with any kind of internet connection from anywhere at any time without any kind of limitation. Career Path You will be ready to enter the relevant job market after completing this course. You will be able to gain necessary knowledge and skills required to succeed in this sector. All our Diplomas' are CPD Qualification Standards and IAO accredited so you will be able to stand out in the crowd by adding our qualifications to your CV and Resume. Section 01: Introduction & Setup Introduction 00:02:00 Setup On Windows 00:15:00 Setup On Mac 00:11:00 Setup On Linux 00:12:00 Online Code Editor 00:03:00 Section 02: Basics Basic File Syntax 00:05:00 Printing (echo) 00:06:00 Comments 00:05:00 Variables 00:06:00 Variable Data Types 00:07:00 Variable Naming 00:03:00 Constants 00:02:00 Arrays 00:05:00 Associative Arrays 00:06:00 Multidimensional Arrays 00:04:00 Section 03: Control Structures if Statement 00:06:00 if...else Statement 00:02:00 if...elseif...else Statement 00:05:00 Switch Statement 00:06:00 while Loop 00:06:00 do...While Loop 00:03:00 for Loop 00:03:00 foreach Loop 00:05:00 Break Statement 00:02:00 Continue Statement 00:02:00 Section 04: Functions Basic Function 00:03:00 Passing Function Arguments 00:03:00 Passing Function Arguments By Reference 00:04:00 Default Argument Value 00:02:00 Function Returning Values 00:05:00 Dynamic Function Calls 00:03:00 Variable Scope 00:04:00 Section 05: Forms Simple HTML Form 00:07:00 GET vs POST 00:05:00 $_SERVER ['PHP_SELF'] 00:07:00 Validating Form Data With PHP 00:07:00 Required Fields 00:05:00 Display Error Messages 00:05:00 Validate Name 00:03:00 Validate Email 00:03:00 Validate URL 00:07:00 Keep The Values In The Form 00:04:00 Section 06: File Handling Read File (readfile()) 00:02:00 Open, Read & Close A File (fopen(), fread(), fclose()) 00:04:00 Read Single Line (fgets()) 00:03:00 Check End-Of-File (feof()) 00:02:00 Read Single Character (fgetc()) 00:02:00 Write To File (fwrite()) 00:03:00 Configure php.ini File For File Uploading 00:02:00 Front End HTML Upload Form 00:04:00 PHP Upload Script 00:15:00 Check If File Exists 00:03:00 Limit File Size 00:05:00 Limit File Type 00:04:00 Section 07: MySQL MySQL vs MySQLi vs PDO 00:05:00 Creating A Database & Table (phpMyAdmin) 00:06:00 Connecting To A Database 00:06:00 Get Data Using SELECT Query 00:10:00 WHERE Property For Filtering 00:03:00 LIKE Property For Pattern Search 00:02:00 Sorting Results Using ORDER BY Property 00:01:00 Using JOINS 00:08:00 Insert Data Using INSERT Query 00:04:00 Get ID Of The Last Inserted Row 00:02:00 Insert Multiple Rows 00:05:00 Update Data Using UPDATE Query 00:03:00 Delete Data Using DELETE Query 00:02:00 Delete All Rows In A Table Using TRUNCATE Query 00:02:00 Delete Table Using DROP Query 00:02:00 Limit Data Selections Using LIMIT, ROWNUM 00:04:00 Create Table Using CREATE Query 00:03:00 Clone/Duplicate Table 00:03:00 Alter Table 00:05:00 Create Database 00:02:00 Drop Database 00:02:00 SQL Injection & Prepared Statements 00:09:00 Section 08: XML What Is XML? 00:02:00 What Is SimpleXML? 00:02:00 Parse XML String 00:08:00 Parse XML File 00:02:00 Get Node Values 00:02:00 Get Node Values of Specific Elements 00:03:00 Get Node Values - Loop 00:03:00 Get Attribute Values 00:02:00 What Is The XML Expat Parser? 00:02:00 Initializing The XML Expat Parser 00:10:00 Load and Output XML Using DOM Parser 00:02:00 Looping Through XML Using DOM Parser 00:03:00 Section 09: AJAX What Is AJAX? 00:02:00 Load Simple Data Using AJAX Front End 00:08:00 Load Simple Data Using AJAX Back End 00:05:00 Load Data From A Database Using AJAX 00:08:00 Section 10: Emails Send A Plain Text Email 00:04:00 Send A HTML Email 00:06:00 Email Attachments 00:17:00 PHPMailer Setup 00:03:00 Send Email Using PHPMailer 00:04:00 Send HTML Email Using PHPMailer 00:04:00 Email Attachments Using PHPMailer 00:02:00 Section 11: Object Oriented Programming What Is Object Oriented Programming (OOP)? 00:03:00 Basic Class With Variables 00:04:00 Functions 00:05:00 Constructor 00:04:00 Destructor 00:02:00 Inheritance 00:06:00 Multi Class Inheritance 00:03:00 Function Overriding 00:03:00 Public vs Private vs Protected 00:05:00 Interfaces 00:04:00 Constants 00:03:00 Abstract Class 00:06:00 Static Keyword 00:03:00 Final Keyword 00:02:00 Initiating Parent Constructor 00:02:00 Section 12: Error Handling die() Function 00:02:00 Custom Error Handler 00:04:00 Triggering An Exception 00:03:00 Exception Handling 00:05:00 Create Database & Table 00:04:00 User Class & Database Connection 00:15:00 Register User Form 00:09:00 Inserting User Data Into Database 00:10:00 Registration Form Field Validation 00:12:00 Securing User Password 00:03:00 Check If Username or Email Already Exists 00:11:00 Retain Data After Failed Registration 00:03:00 Section 13: Advanced Validate an Integer Within a Range 00:04:00 Validate IPv6 Address 00:03:00 Validate URL - Must Contain QueryString 00:03:00 Remove Characters With ASCII Value > 127 00:04:00 Including & Requiring External PHP Files 00:05:00 Section 14 : Resource Resource 00:00:00 Assignment Assignment - Ultimate PHP & MySQL Web Development & OOP Coding 00:00:00

Do you want to master the essential mathematical skills for data science and machine learning? Do you want to learn how to apply statistics and probability to real-world problems and scenarios? If yes, then this course is for you! In this course, you will learn the advanced concepts and techniques of statistics and probability that are widely used in data science and machine learning. You will learn how to describe and analyse data using descriptive statistics, distributions, and probability theory. You will also learn how to perform hypothesis testing, regressions, ANOVA, and machine learning algorithms to make predictions and inferences from data. You will gain hands-on experience with practical exercises and projects using Python and R. Learning Outcomes By the end of this course, you will be able to: Apply descriptive statistics, distributions, and probability theory to summarise and visualise data Perform hypothesis testing, regressions, ANOVA, and machine learning algorithms to make predictions and inferences from data Use Python and R to implement statistical and machine learning methods Interpret and communicate the results of your analysis using appropriate metrics and visualisations Solve real-world problems and scenarios using statistics and probability Why choose this Advanced Diploma in Statistics & Probability for Data Science & Machine Learning at QLS Level 7 course? Unlimited access to the course for a lifetime. Opportunity to earn a certificate accredited by the CPD Quality Standards and CIQ after completing this course. Structured lesson planning in line with industry standards. Immerse yourself in innovative and captivating course materials and activities. Assessments designed to evaluate advanced cognitive abilities and skill proficiency. Flexibility to complete the Course at your own pace, on your own schedule. Receive full tutor support throughout the week, from Monday to Friday, to enhance your learning experience. Unlock career resources for CV improvement, interview readiness, and job success. Who is this Advanced Diploma in Statistics & Probability for Data Science & Machine Learning at QLS Level 7 course for? This course is for anyone who wants to learn the advanced concepts and techniques of statistics and probability for data science and machine learning. This course is suitable for: Data scientists, machine learning engineers, and analysts who want to enhance their skills and knowledge Students and researchers who want to learn the mathematical foundations of data science and machine learning Professionals and managers who want to understand and apply data-driven decision making Hobbyists and enthusiasts who want to explore and learn from data Anyone who loves statistics and probability and wants to challenge themselves Career path Data Scientist (£35,000 - £55,000) Machine Learning Engineer (£40,000 - £60,000) Statistician (£35,000 - £55,000) Data Analyst (£40,000 - £60,000) Business Intelligence Analyst (£45,000 - £65,000) Senior Data Analyst (£50,000 - £70,000) Prerequisites This Advanced Diploma in Statistics & Probability for Data Science & Machine Learning at QLS Level 7 does not require you to have any prior qualifications or experience. You can just enrol and start learning.This Advanced Diploma in Statistics & Probability for Data Science & Machine Learning at QLS Level 7 was made by professionals and it is compatible with all PC's, Mac's, tablets and smartphones. You will be able to access the course from anywhere at any time as long as you have a good enough internet connection. Certification After studying the course materials, there will be a written assignment test which you can take at the end of the course. After successfully passing the test you will be able to claim the pdf certificate for £4.99 Original Hard Copy certificates need to be ordered at an additional cost of £8. Endorsed Certificate of Achievement from the Quality Licence Scheme Learners will be able to achieve an endorsed certificate after completing the course as proof of their achievement. You can order the endorsed certificate for only £135 to be delivered to your home by post. For international students, there is an additional postage charge of £10. Endorsement The Quality Licence Scheme (QLS) has endorsed this course for its high-quality, non-regulated provision and training programmes. The QLS is a UK-based organisation that sets standards for non-regulated training and learning. This endorsement means that the course has been reviewed and approved by the QLS and meets the highest quality standards. Please Note: Studyhub is a Compliance Central approved resale partner for Quality Licence Scheme Endorsed courses. Course Curriculum Section 01: Let's get started Welcome! 00:02:00 What will you learn in this course? 00:06:00 How can you get the most out of it? 00:06:00 Section 02: Descriptive statistics Intro 00:03:00 Mean 00:06:00 Median 00:05:00 Mode 00:04:00 Mean or Median? 00:08:00 Skewness 00:08:00 Practice: Skewness 00:01:00 Solution: Skewness 00:03:00 Range & IQR 00:10:00 Sample vs. Population 00:05:00 Variance & Standard deviation 00:11:00 Impact of Scaling & Shifting 00:19:00 Statistical moments 00:06:00 Section 03: Distributions What is a distribution? 00:10:00 Normal distribution 00:09:00 Z-Scores 00:13:00 Practice: Normal distribution 00:04:00 Solution: Normal distribution 00:07:00 Section 04: Probability theory Intro 00:01:00 Probability Basics 00:10:00 Calculating simple Probabilities 00:05:00 Practice: Simple Probabilities 00:01:00 Quick solution: Simple Probabilities 00:01:00 Detailed solution: Simple Probabilities 00:06:00 Rule of addition 00:13:00 Practice: Rule of addition 00:02:00 Quick solution: Rule of addition 00:01:00 Detailed solution: Rule of addition 00:07:00 Rule of multiplication 00:11:00 Practice: Rule of multiplication 00:01:00 Solution: Rule of multiplication 00:03:00 Bayes Theorem 00:10:00 Bayes Theorem - Practical example 00:07:00 Expected value 00:11:00 Practice: Expected value 00:01:00 Solution: Expected value 00:03:00 Law of Large Numbers 00:08:00 Central Limit Theorem - Theory 00:10:00 Central Limit Theorem - Intuition 00:08:00 Central Limit Theorem - Challenge 00:11:00 Central Limit Theorem - Exercise 00:02:00 Central Limit Theorem - Solution 00:14:00 Binomial distribution 00:16:00 Poisson distribution 00:17:00 Real life problems 00:15:00 Section 05: Hypothesis testing Intro 00:01:00 What is a hypothesis? 00:19:00 Significance level and p-value 00:06:00 Type I and Type II errors 00:05:00 Confidence intervals and margin of error 00:15:00 Excursion: Calculating sample size & power 00:11:00 Performing the hypothesis test 00:20:00 Practice: Hypothesis test 00:01:00 Solution: Hypothesis test 00:06:00 T-test and t-distribution 00:13:00 Proportion testing 00:10:00 Important p-z pairs 00:08:00 Section 06: Regressions Intro 00:02:00 Linear Regression 00:11:00 Correlation coefficient 00:10:00 Practice: Correlation 00:02:00 Solution: Correlation 00:08:00 Practice: Linear Regression 00:01:00 Solution: Linear Regression 00:07:00 Residual, MSE & MAE 00:08:00 Practice: MSE & MAE 00:01:00 Solution: MSE & MAE 00:03:00 Coefficient of determination 00:12:00 Root Mean Square Error 00:06:00 Practice: RMSE 00:01:00 Solution: RMSE 00:02:00 Section 07: Advanced regression & machine learning algorithms Multiple Linear Regression 00:16:00 Overfitting 00:05:00 Polynomial Regression 00:13:00 Logistic Regression 00:09:00 Decision Trees 00:21:00 Regression Trees 00:14:00 Random Forests 00:13:00 Dealing with missing data 00:10:00 Section 08: ANOVA (Analysis of Variance) ANOVA - Basics & Assumptions 00:06:00 One-way ANOVA 00:12:00 F-Distribution 00:10:00 Two-way ANOVA - Sum of Squares 00:16:00 Two-way ANOVA - F-ratio & conclusions 00:11:00 Section 09: Wrap up Wrap up 00:01:00 Assignment Assignment - Statistics & Probability for Data Science & Machine Learning 00:00:00 Order your QLS Endorsed Certificate Order your QLS Endorsed Certificate 00:00:00

This complete hands-on, step-by-step course targets the latest version of Raspberry Pi, which is the Raspberry Pi 4. Everything also works perfectly for Raspberry Pi 2 and 3 versions. You don't need any knowledge in programming, electronics, or anything else. All you need is a working computer and a Raspberry Pi board to get started.