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Overview of Xero Accounting and Bookkeeping Online Join our Xero Accounting and Bookkeeping Online course and discover your hidden skills, setting you on a path to success in this area. Get ready to improve your skills and achieve your biggest goals. The Xero Accounting and Bookkeeping Online course has everything you need to get a great start in this sector. Improving and moving forward is key to getting ahead personally. The Xero Accounting and Bookkeeping Online course is designed to teach you the important stuff quickly and well, helping you to get off to a great start in the field. So, what are you looking for? Enrol now! Get a quick look at the course content: This Xero Accounting and Bookkeeping Online Course will help you to learn: Learn strategies to boost your workplace efficiency. Hone your skills to help you advance your career. Acquire a comprehensive understanding of various topics and tips. Learn in-demand skills that are in high demand among UK employers This course covers the topic you must know to stand against the tough competition. The future is truly yours to seize with this Xero Accounting and Bookkeeping Online. Enrol today and complete the course to achieve a certificate that can change your career forever. Details Perks of Learning with IOMH One-To-One Support from a Dedicated Tutor Throughout Your Course. Study Online - Whenever and Wherever You Want. Instant Digital/ PDF Certificate. 100% Money Back Guarantee. 12 Months Access. Process of Evaluation After studying the course, an MCQ exam or assignment will test your skills and knowledge. You have to get a score of 60% to pass the test and get your certificate. Certificate of Achievement Certificate of Completion - Digital / PDF Certificate After completing the Xero Accounting and Bookkeeping Online course, you can order your CPD Accredited Digital / PDF Certificate for £5.99.  Certificate of Completion - Hard copy Certificate You can get the CPD Accredited Hard Copy Certificate for £12.99. Shipping Charges: Inside the UK: £3.99 International: £10.99 Who Is This Course for? This Xero Accounting and Bookkeeping Online is suitable for anyone aspiring to start a career in relevant field; even if you are new to this and have no prior knowledge, this course is going to be very easy for you to understand.  On the other hand, if you are already working in this sector, this course will be a great source of knowledge for you to improve your existing skills and take them to the next level.  This course has been developed with maximum flexibility and accessibility, making it ideal for people who don't have the time to devote to traditional education. Disclaimer Please be aware that this Xero Accounting and Bookkeeping Online is not certified or endorsed by Xero. Completing this course will not grant you any Xero certificate, certification, or badge. However, you will receive a CPD QS certificate upon completion of the course. Requirements You don't need any educational qualification or experience to enrol in the Xero Accounting and Bookkeeping Online course. Do note: you must be at least 16 years old to enrol. Any internet-connected device, such as a computer, tablet, or smartphone, can access this online course. Career Path The certification and skills you get from this Xero Accounting and Bookkeeping Online Course can help you advance your career and gain expertise in several fields, allowing you to apply for high-paying jobs in related sectors. Course Curriculum Introduction Introduction 00:02:00 Getting Started Introduction - Getting Started 00:01:00 Signing up to Xero 00:04:00 Quick Tour of Xero 00:12:00 Initial Xero Settings 00:13:00 Chart of Accounts 00:14:00 Adding a Bank Account 00:08:00 Demo Company 00:04:00 Tracking Categories 00:07:00 Contacts 00:12:00 Invoices and Sales Introduction - Invoices and Sales 00:01:00 Sales Screens 00:04:00 Invoice Settings 00:13:00 Creating an Invoice 00:18:00 Repeating Invoices 00:07:00 Credit Notes 00:06:00 Quotes Settings 00:03:00 Creating Quotes 00:07:00 Other Invoicing Tasks 00:03:00 Sending Statements 00:03:00 Sales Reporting 00:05:00 Bills and Purchases Introduction - Bills and Purchases 00:01:00 Purchases Screens 00:04:00 Bill Settings 00:02:00 Creating a Bill 00:13:00 Repeating Bills 00:05:00 Credit Notes 00:06:00 Purchase Order Settings 00:02:00 Purchase Orders 00:08:00 Batch Payments 00:12:00 Other Billing Tasks 00:02:00 Sending Remittances 00:03:00 Sending Remittances 00:03:00 Purchases Reporting 00:05:00 Bank Accounts Introduction - Bank Accounts 00:01:00 Bank Accounts Screens 00:07:00 Automatic Matching 00:04:00 Reconciling Invoices 00:06:00 Reconciling Bills 00:03:00 Reconciling Spend Money 00:05:00 Reconciling Receive Money 00:04:00 Find and Match 00:04:00 Bank Rules 00:09:00 Cash Coding 00:03:00 Remove and Redo vs Unreconcile 00:04:00 Uploading Bank Transactions 00:07:00 Automatic Bank Feeds 00:06:00 Products and Services Introduction - Products and Services 00:01:00 Products and Services Screen 00:02:00 Adding Services 00:03:00 Adding Untracked Products 00:03:00 Adding Tracked Products 00:07:00 Fixed Assets Introduction - Fixed Assets 00:01:00 Fixed Assets Settings 00:06:00 Adding Assets from Bank Transactions 00:06:00 Adding Assets from Spend Money 00:05:00 Adding Assets from Bills 00:02:00 Depreciation 00:04:00 Payroll Introduction - Payroll 00:01:00 Payroll Settings 00:15:00 Adding Employees 00:18:00 Paying Employees 00:10:00 Payroll Filing 00:04:00 VAT Returns Introduction - VAT Returns 00:01:00 VAT Settings 00:02:00 VAT Returns - Manual Filing 00:06:00 VAT Returns - Digital Filing 00:06:00 Assignment Assignment - Xero Accounting and Bookkeeping Online 00:00:00 Recommended Materials Workbook - Xero Accounting and Bookkeeping Online 00:00:00

Overview of Counselling Skills Training Counselling is a powerful tool to help people overcome challenges and live happier, more fulfilling lives. In today's fast-paced and often stressful world, counselling is more important than ever. The counselling industry in the UK is increasing, with more and more people seeking professional help to deal with a wide range of issues, including mental health problems, relationship difficulties, and workplace stress. Join our Counselling Skills Training course and discover your hidden skills, setting you on a path to success in this area. Get ready to improve your skills and achieve your biggest goals. The Counselling Skills Training course has everything you need to get a great start in this sector. Improving and moving forward is key to getting ahead personally. The Counselling Skills Training course is designed to teach you the important stuff quickly and well, helping you to get off to a great start in the field. So, what are you looking for? Enrol now! This Counselling Skills Training Course will help you to learn: Learn strategies to boost your workplace efficiency. Hone your skills to help you advance your career. Acquire a comprehensive understanding of various topics and tips. Learn in-demand skills that are in high demand among UK employers This course covers the topic you must know to stand against the tough competition. The future is truly yours to seize with this Counselling Skills Training. Enrol today and complete the course to achieve a certificate that can change your career forever. Details Perks of Learning with IOMH One-To-One Support from a Dedicated Tutor Throughout Your Course. Study Online — Whenever and Wherever You Want. Instant Digital/ PDF Certificate. 100% Money Back Guarantee. 12 Months Access. Process of Evaluation After studying the course, an MCQ exam or assignment will test your skills and knowledge. You have to get a score of 60% to pass the test and get your certificate. Certificate of Achievement Certificate of Completion – Digital / PDF Certificate After completing the Counselling Skills Training course, you can order your CPD Accredited Digital/ PDF Certificate for £5.99. Certificate of Completion – Hard copy Certificate You can get the CPD Accredited Hard Copy Certificate for £12.99. Shipping Charges: Inside the UK: £3.99 International: £10.99 Who Is This Course for? This Counselling Skills Training is suitable for anyone aspiring to start a career in relevant field; even if you are new to this and have no prior knowledge, this course is going to be very easy for you to understand. On the other hand, if you are already working in this sector, this course will be a great source of knowledge for you to improve your existing skills and take them to the next level. This course has been developed with maximum flexibility and accessibility, making it ideal for people who don’t have the time to devote to traditional education. Requirements You don’t need any educational qualification or experience to enrol in the Counselling Skills Training course. Do note: you must be at least 16 years old to enrol. Any internet-connected device, such as a computer, tablet, or smartphone, can access this online course. Career Path The certification and skills you get from this Counselling Skills Training Course can help you advance your career and gain expertise in several fields, allowing you to apply for high-paying jobs in related sectors. Course Curriculum Counselling Skills Training Module 1: Counselling and Counsellors 00:15:00 Module 2: Theories and Models of Counselling (Part 1) 00:17:00 Module 3: Theories and Models of Counselling (Part 2) 00:21:00 Module 4: Legal, Cultural and Ethical Issues in Professional Counselling 00:17:00 Module 5: Forms of Psychotherapy 00:23:00 Module 6: Engaging and Assessing the Patients 00:18:00 Module 7: Helping the Client in Crisis 00:13:00 Module 8: Crisis Intervention 00:13:00 Module 9: Low Intensity CBT Treatment 00:15:00 Module 10: Medication and Therapy in the Treatment of Mental Illness 00:23:00 Module 11: Communication Skills and Empathy in Counselling 00:20:00 Assignment Assignment - Counselling Skills Training 00:00:00

Overview of Addiction and Mental Health - Dual Diagnosis Join our Addiction and Mental Health - Dual Diagnosis course and discover your hidden skills, setting you on a path to success in this area. Get ready to improve your skills and achieve your biggest goals. The Addiction and Mental Health - Dual Diagnosis course has everything you need to get a great start in this sector. Improving and moving forward is key to getting ahead personally. The Addiction and Mental Health - Dual Diagnosis course is designed to teach you the important stuff quickly and well, helping you to get off to a great start in the field. So, what are you looking for? Enrol now! This Addiction and Mental Health - Dual Diagnosis Course will help you to learn: Learn strategies to boost your workplace efficiency. Hone your skills to help you advance your career. Acquire a comprehensive understanding of various topics and tips. Learn in-demand skills that are in high demand among UK employers This course covers the topic you must know to stand against the tough competition. The future is truly yours to seize with this Addiction and Mental Health - Dual Diagnosis. Enrol today and complete the course to achieve a certificate that can change your career forever. Details Perks of Learning with IOMH One-To-One Support from a Dedicated Tutor Throughout Your Course. Study Online - Whenever and Wherever You Want. Instant Digital/ PDF Certificate. 100% Money Back Guarantee. 12 Months Access. Process of Evaluation After studying the course, an MCQ exam or assignment will test your skills and knowledge. You have to get a score of 60% to pass the test and get your certificate. Certificate of Achievement Certificate of Completion - Digital / PDF Certificate After completing the Addiction and Mental Health - Dual Diagnosis course, you can order your CPD Accredited Digital / PDF Certificate for £5.99.  Certificate of Completion - Hard copy Certificate You can get the CPD Accredited Hard Copy Certificate for £12.99. Shipping Charges: Inside the UK: £3.99 International: £10.99 Who Is This Course for? This Addiction and Mental Health - Dual Diagnosis is suitable for anyone aspiring to start a career in relevant field; even if you are new to this and have no prior knowledge, this course is going to be very easy for you to understand.  On the other hand, if you are already working in this sector, this course will be a great source of knowledge for you to improve your existing skills and take them to the next level.  This course has been developed with maximum flexibility and accessibility, making it ideal for people who don't have the time to devote to traditional education. Requirements There is no prerequisite to enrol in this course. You don't need any educational qualification or experience to enrol in the Addiction and Mental Health - Dual Diagnosis course. Do note: you must be at least 16 years old to enrol. Any internet-connected device, such as a computer, tablet, or smartphone, can access this online course. Career Path The certification and skills you get from this Addiction and Mental Health - Dual Diagnosis Course can help you advance your career and gain expertise in several fields, allowing you to apply for high-paying jobs in related sectors. Course Curriculum Promotional Video Promotional 5 minute video 00:06:00 SAMHI Dual Diagnosis Intro video SAMHI Dual Diagnosis Intro video and downloadable worksheet PowerPoint slides 00:04:00 Module 1 - Drugs and Effects Module 1 - Drugs and Effects: VIDEO PART 1 (content part 1 - 4) 00:16:00 Module 1 - Drugs and Effects: VIDEO PART 2 (content part 5 - 6) 00:19:00 Module 1 - Drugs and Effects: VIDEO PART 3 (content part 7 - 8) 00:20:00 Module 1 - Drugs and Effects: VIDEO PART 4 (content part 9) 00:15:00 Module 1 - Drugs and Effects: VIDEO PART 5 (content part 10) 00:10:00 Module 1 - Drugs and Effects: VIDEO PART 6 (content 10 - 12) 00:18:00 Module 1 - Drugs and Effects: VIDEO PART 7 (content part 13) 00:13:00 Module 1 - Drugs and Effects: VIDEO PART 8 (content part 14) 00:20:00 Module 1 - Drugs and Effects: VIDEO PART 9 (content part 14) 00:20:00 Module 1 - Drugs and Effects: VIDEO PART 10 (content part 15 - 18) 00:19:00 Module 2 - Addictions & Mental Health Module 2 Addictions & Mental Health: VIDEO PART 1 content part 1 - 2 00:16:00 Module 2 Addictions & Mental Health: VIDEO PART 2 content part 3 - 5 00:18:00 Module 2 Addictions & Mental Health: VIDEO PART 3 content part 6 - 7 00:13:00 Module 2 Addictions & Mental Health: VIDEO PART 4 content part 00:17:00 Module 2 Addictions & Mental Health: VIDEO PART 5 content part 00:18:00 Module 2 Addictions & Mental Health: VIDEO PART 6 content part 00:20:00 Module 2 Addictions & Mental Health: VIDEO PART 7 content part 00:14:00 Module 2 Addictions & Mental Health: VIDEO PART 8 content part 00:12:00 Module 2 Addictions & Mental Health: VIDEO PART 9 content part 00:20:00 Module 2 Addictions & Mental Health: VIDEO PART 10 content part 00:13:00 Module 3 - Harm Minimisation & Optimal Health Module 3 Harm Minimisation & Optimal Health VIDEO PART 1 content part 00:23:00 Module 3 Harm Minimisation & Optimal Health VIDEO PART 2 content part 00:17:00 Module 3 Harm Minimisation & Optimal Health VIDEO PART 3 content part 00:09:00 Module 3 Harm Minimisation & Optimal Health VIDEO PART 4 content part 00:18:00 Module 3 Harm Minimisation & Optimal Health VIDEO PART 5 content part 00:17:00 Module 3 Harm Minimisation & Optimal Health VIDEO PART 1 content part 6 00:11:00 Module 3 Harm Minimisation & Optimal Health VIDEO PART 7 content part 7 00:12:00 Module 4 - Brain Works - Neurophysiology Module 4 Brain Works - Neurophysiology 00:17:00 Module 4 Brain Works - Neurophysiology VIDEO PART 1 content part 00:10:00 Module 4 Brain Works - Neurophysiology VIDEO PART 2 content part 00:17:00 Module 4 Brain Works - Neurophysiology VIDEO PART 3 content part 00:19:00 Module 4 Brain Works - Neurophysiology VIDEO PART 4 content part 00:16:00 Module 4 Brain Works - Neurophysiology VIDEO PART 5 content part 00:11:00 Module 5 - Trauma Model & Keys to Treatment Module 5 Trauma Model & Keys to Treatment VIDEO PART 1 content part 1 - 2a - 2f 00:20:00 Module 5 Trauma Model & Keys to Treatment VIDEO PART 2 content part 2g 00:15:00 Module 5 Trauma Model & Keys to Treatment VIDEO PART 3 content part 2h - 2i 00:15:00 Module 5 Trauma Model & Keys to Treatment VIDEO PART 4 content part 3 00:13:00 Module 5 Trauma Model & Keys to Treatment VIDEO PART 5 content part 4 00:12:00 Module 5 Trauma Model & Keys to Treatment VIDEO PART 6 content part 5 - 7 00:18:00 Module 5 Trauma Model & Keys to Treatment VIDEO PART 7 content part 8 00:17:00 Module 5 Trauma Model & Keys to Treatment VIDEO PART 7 content partVIDEO PART 8 00:16:00 Module 5 Trauma Model & Keys to Treatment VIDEO PART 9 content part 11 00:16:00 Module 5 Trauma Model & Keys to Treatment VIDEO PART 10 content part 12 00:19:00 Module 6 - Brief & Early Intervention and Tripod of Support Module 6 Brief & Early Intervention and Tripod of Support VIDEO 1 content part 1 00:18:00 Module 6 Brief & Early Intervention and Tripod of Support VIDEO 2 content part 2 00:20:00 Resources - Addiction & Mental Health (Dual Diagnosis) Integrative 12hrs Resources - Addiction & Mental Health (Dual Diagnosis) Integrative 12hrs 00:00:00

Join our Proposal Writing and Document Proofreading course and discover your hidden skills, setting you on a path to success in this area. Get ready to improve your skills and achieve your biggest goals. The Proposal Writing and Document Proofreading course has everything you need to get a great start in this sector. Improving and moving forward is key to getting ahead personally. The Proposal Writing and Document Proofreading course is designed to teach you the important stuff quickly and well, helping you to get off to a great start in the field. So, what are you looking for? Enrol now! You will Learn The Following Things: Learn strategies to boost your workplace efficiency. Hone your skills to help you advance your career. Acquire a comprehensive understanding of various topics and tips. Learn in-demand skills that are in high demand among UK employers This course covers the topic you must know to stand against the tough competition. The future is truly yours to seize with this Proposal Writing and Document Proofreading. Enrol today and complete the course to achieve a certificate that can change your career forever. Details Perks of Learning with IOMH One-to-one support from a dedicated tutor throughout your course. Study online - whenever and wherever you want. Instant Digital/ PDF certificate 100% money back guarantee 12 months access Process of Evaluation After studying the course, an MCQ exam or assignment will test your skills and knowledge. You have to get a score of 60% to pass the test and get your certificate. Certificate of Achievement After completing the Proposal Writing and Document Proofreading course, you will receive your CPD-accredited Digital/PDF Certificate for £5.99. To get the hardcopy certificate for £12.99, you must also pay the shipping charge of just £3.99 (UK) and £10.99 (International). Who Is This Course for? This Proposal Writing and Document Proofreading is suitable for anyone aspiring to start a career in relevant field; even if you are new to this and have no prior knowledge, this course is going to be very easy for you to understand.  On the other hand, if you are already working in this sector, this course will be a great source of knowledge for you to improve your existing skills and take them to the next level.  This course has been developed with maximum flexibility and accessibility, making it ideal for people who don't have the time to devote to traditional education. Requirements There is no prerequisite to enrol in this course. You don't need any educational qualification or experience to enrol in the Proposal Writing and Document Proofreading course. Do note: you must be at least 16 years old to enrol. Any internet-connected device, such as a computer, tablet, or smartphone, can access this online course. Career Path The certification and skills you get from this Proposal Writing and Document Proofreading Course can help you advance your career and gain expertise in several fields, allowing you to apply for high-paying jobs in related sectors. Course Curriculum Proposal Writing and Document Proofreading Module 01: Understanding Proposals 00:11:00 Module 02: Beginning the Proposal Writing Process 00:08:00 Module 03: Preparing an Outline 00:13:00 Module 04: Finding Facts 00:07:00 Module 05: Writing Skills (I) 00:11:00 Module 06: Writing Skills (II) 00:07:00 Module 07: Writing the Proposal 00:08:00 Module 08: Checking for Readability 00:05:00 Module 09: Document Proofreading and Editing Introduction to Proofreading 00:15:00 What does a Proofreader do? 00:15:00 Proofreading 00:15:00 Proofreading Symbols 00:15:00 Proofreading on Paper & Screen 00:15:00 Strategies to Check for Specific Errors 00:15:00 Editing & Proofreading Strategies 00:15:00 Proofreading an Essay 00:15:00 Module 10: Adding the Final Touches Module 10: Adding the Final Touches 00:07:00 Mock Exam Mock Exam - Proposal Writing and Document Proofreading 00:20:00 Final Exam Final Exam - Proposal Writing and Document Proofreading 00:20:00

Overview of Sports Psychology Join our Sports Psychology course and discover your hidden skills, setting you on a path to success in this area. Get ready to improve your skills and achieve your biggest goals. The Sports Psychology course has everything you need to get a great start in this sector. Improving and moving forward is key to getting ahead personally. The Sports Psychology course is designed to teach you the important stuff quickly and well, helping you to get off to a great start in the field. So, what are you looking for? Enrol now! This Sports Psychology Course will help you to learn: Learn strategies to boost your workplace efficiency. Hone your skills to help you advance your career. Acquire a comprehensive understanding of various topics and tips. Learn in-demand skills that are in high demand among UK employers This course covers the topic you must know to stand against the tough competition. The future is truly yours to seize with this Sports Psychology. Enrol today and complete the course to achieve a certificate that can change your career forever. Details Perks of Learning with IOMH One-To-One Support from a Dedicated Tutor Throughout Your Course. Study Online — Whenever and Wherever You Want. Instant Digital/ PDF Certificate. 100% Money Back Guarantee. 12 Months Access. Process of Evaluation After studying the course, an MCQ exam or assignment will test your skills and knowledge. You have to get a score of 60% to pass the test and get your certificate. Certificate of Achievement Certificate of Completion – Digital / PDF Certificate After completing the Sports Psychology course, you can order your CPD Accredited Digital/ PDF Certificate for £5.99. Certificate of Completion – Hard copy Certificate You can get the CPD Accredited Hard Copy Certificate for £12.99. Shipping Charges: Inside the UK: £3.99 International: £10.99 Who Is This Course for? This Sports Psychology is suitable for anyone aspiring to start a career in relevant field; even if you are new to this and have no prior knowledge, this course is going to be very easy for you to understand. On the other hand, if you are already working in this sector, this course will be a great source of knowledge for you to improve your existing skills and take them to the next level. This course has been developed with maximum flexibility and accessibility, making it ideal for people who don’t have the time to devote to traditional education. Requirements You don’t need any educational qualification or experience to enrol in the Sports Psychology course. Do note: you must be at least 16 years old to enrol. Any internet-connected device, such as a computer, tablet, or smartphone, can access this online course. Career Path The certification and skills you get from this Sports Psychology Course can help you advance your career and gain expertise in several fields, allowing you to apply for high-paying jobs in related sectors.

Overview of Data Science & Machine Learning with Python Join our Data Science & Machine Learning with Python course and discover your hidden skills, setting you on a path to success in this area. Get ready to improve your skills and achieve your biggest goals. The Data Science & Machine Learning with Python course has everything you need to get a great start in this sector. Improving and moving forward is key to getting ahead personally. The Data Science & Machine Learning with Python course is designed to teach you the important stuff quickly and well, helping you to get off to a great start in the field. So, what are you looking for? Enrol now! This Data Science & Machine Learning with Python Course will help you to learn: Learn strategies to boost your workplace efficiency. Hone your skills to help you advance your career. Acquire a comprehensive understanding of various topics and tips. Learn in-demand skills that are in high demand among UK employers This course covers the topic you must know to stand against the tough competition. The future is truly yours to seize with this Data Science & Machine Learning with Python. Enrol today and complete the course to achieve a certificate that can change your career forever. Details Perks of Learning with IOMH One-To-One Support from a Dedicated Tutor Throughout Your Course. Study Online - Whenever and Wherever You Want. Instant Digital/ PDF Certificate. 100% Money Back Guarantee. 12 Months Access. Process of Evaluation After studying the course, an MCQ exam or assignment will test your skills and knowledge. You have to get a score of 60% to pass the test and get your certificate. Certificate of Achievement Certificate of Completion - Digital / PDF Certificate After completing the Data Science & Machine Learning with Python course, you can order your CPD Accredited Digital / PDF Certificate for £5.99.  Certificate of Completion - Hard copy Certificate You can get the CPD Accredited Hard Copy Certificate for £12.99. Shipping Charges: Inside the UK: £3.99 International: £10.99 Who Is This Course for? This Data Science & Machine Learning with Python is suitable for anyone aspiring to start a career in relevant field; even if you are new to this and have no prior knowledge, this course is going to be very easy for you to understand.  On the other hand, if you are already working in this sector, this course will be a great source of knowledge for you to improve your existing skills and take them to the next level.  This course has been developed with maximum flexibility and accessibility, making it ideal for people who don't have the time to devote to traditional education. Requirements You don't need any educational qualification or experience to enrol in the Data Science & Machine Learning with Python course. Do note: you must be at least 16 years old to enrol. Any internet-connected device, such as a computer, tablet, or smartphone, can access this online course. Career Path The certification and skills you get from this Data Science & Machine Learning with Python Course can help you advance your career and gain expertise in several fields, allowing you to apply for high-paying jobs in related sectors. Course Curriculum Course Overview & Table of Contents Course Overview & Table of Contents 00:09:00 Introduction to Machine Learning - Part 1 - Concepts , Definitions and Types Introduction to Machine Learning - Part 1 - Concepts , Definitions and Types 00:05:00 Introduction to Machine Learning - Part 2 - Classifications and Applications Introduction to Machine Learning - Part 2 - Classifications and Applications 00:06:00 System and Environment preparation - Part 1 System and Environment preparation - Part 1 00:04:00 System and Environment preparation - Part 2 System and Environment preparation - Part 2 00:06:00 Learn Basics of python - Assignment Learn Basics of python - Assignment 1 00:10:00 Learn Basics of python - Assignment Learn Basics of python - Assignment 2 00:09:00 Learn Basics of python - Functions Learn Basics of python - Functions 00:04:00 Learn Basics of python - Data Structures Learn Basics of python - Data Structures 00:12:00 Learn Basics of NumPy - NumPy Array Learn Basics of NumPy - NumPy Array 00:06:00 Learn Basics of NumPy - NumPy Data Learn Basics of NumPy - NumPy Data 00:08:00 Learn Basics of NumPy - NumPy Arithmetic Learn Basics of NumPy - NumPy Arithmetic 00:04:00 Learn Basics of Matplotlib Learn Basics of Matplotlib 00:07:00 Learn Basics of Pandas - Part 1 Learn Basics of Pandas - Part 1 00:06:00 Learn Basics of Pandas - Part 2 Learn Basics of Pandas - Part 2 00:07:00 Understanding the CSV data file Understanding the CSV data file 00:09:00 Load and Read CSV data file using Python Standard Library Load and Read CSV data file using Python Standard Library 00:09:00 Load and Read CSV data file using NumPy Load and Read CSV data file using NumPy 00:04:00 Load and Read CSV data file using Pandas Load and Read CSV data file using Pandas 00:05:00 Dataset Summary - Peek, Dimensions and Data Types Dataset Summary - Peek, Dimensions and Data Types 00:09:00 Dataset Summary - Class Distribution and Data Summary Dataset Summary - Class Distribution and Data Summary 00:09:00 Dataset Summary - Explaining Correlation Dataset Summary - Explaining Correlation 00:11:00 Dataset Summary - Explaining Skewness - Gaussian and Normal Curve Dataset Summary - Explaining Skewness - Gaussian and Normal Curve 00:07:00 Dataset Visualization - Using Histograms Dataset Visualization - Using Histograms 00:07:00 Dataset Visualization - Using Density Plots Dataset Visualization - Using Density Plots 00:06:00 Dataset Visualization - Box and Whisker Plots Dataset Visualization - Box and Whisker Plots 00:05:00 Multivariate Dataset Visualization - Correlation Plots Multivariate Dataset Visualization - Correlation Plots 00:08:00 Multivariate Dataset Visualization - Scatter Plots Multivariate Dataset Visualization - Scatter Plots 00:05:00 Data Preparation (Pre-Processing) - Introduction Data Preparation (Pre-Processing) - Introduction 00:09:00 Data Preparation - Re-scaling Data - Part 1 Data Preparation - Re-scaling Data - Part 1 00:09:00 Data Preparation - Re-scaling Data - Part 2 Data Preparation - Re-scaling Data - Part 2 00:09:00 Data Preparation - Standardizing Data - Part 1 Data Preparation - Standardizing Data - Part 1 00:07:00 Data Preparation - Standardizing Data - Part 2 Data Preparation - Standardizing Data - Part 2 00:04:00 Data Preparation - Normalizing Data Data Preparation - Normalizing Data 00:08:00 Data Preparation - Binarizing Data Data Preparation - Binarizing Data 00:06:00 Feature Selection - Introduction Feature Selection - Introduction 00:07:00 Feature Selection - Uni-variate Part 1 - Chi-Squared Test Feature Selection - Uni-variate Part 1 - Chi-Squared Test 00:09:00 Feature Selection - Uni-variate Part 2 - Chi-Squared Test Feature Selection - Uni-variate Part 2 - Chi-Squared Test 00:10:00 Feature Selection - Recursive Feature Elimination Feature Selection - Recursive Feature Elimination 00:11:00 Feature Selection - Principal Component Analysis (PCA) Feature Selection - Principal Component Analysis (PCA) 00:09:00 Feature Selection - Feature Importance Feature Selection - Feature Importance 00:06:00 Refresher Session - The Mechanism of Re-sampling, Training and Testing Refresher Session - The Mechanism of Re-sampling, Training and Testing 00:12:00 Algorithm Evaluation Techniques - Introduction Algorithm Evaluation Techniques - Introduction 00:07:00 Algorithm Evaluation Techniques - Train and Test Set Algorithm Evaluation Techniques - Train and Test Set 00:11:00 Algorithm Evaluation Techniques - K-Fold Cross Validation Algorithm Evaluation Techniques - K-Fold Cross Validation 00:09:00 Algorithm Evaluation Techniques - Leave One Out Cross Validation Algorithm Evaluation Techniques - Leave One Out Cross Validation 00:05:00 Algorithm Evaluation Techniques - Repeated Random Test-Train Splits Algorithm Evaluation Techniques - Repeated Random Test-Train Splits 00:07:00 Algorithm Evaluation Metrics - Introduction Algorithm Evaluation Metrics - Introduction 00:09:00 Algorithm Evaluation Metrics - Classification Accuracy Algorithm Evaluation Metrics - Classification Accuracy 00:08:00 Algorithm Evaluation Metrics - Log Loss Algorithm Evaluation Metrics - Log Loss 00:03:00 Algorithm Evaluation Metrics - Area Under ROC Curve Algorithm Evaluation Metrics - Area Under ROC Curve 00:06:00 Algorithm Evaluation Metrics - Confusion Matrix Algorithm Evaluation Metrics - Confusion Matrix 00:10:00 Algorithm Evaluation Metrics - Classification Report Algorithm Evaluation Metrics - Classification Report 00:04:00 Algorithm Evaluation Metrics - Mean Absolute Error - Dataset Introduction Algorithm Evaluation Metrics - Mean Absolute Error - Dataset Introduction 00:06:00 Algorithm Evaluation Metrics - Mean Absolute Error Algorithm Evaluation Metrics - Mean Absolute Error 00:07:00 Algorithm Evaluation Metrics - Mean Square Error Algorithm Evaluation Metrics - Mean Square Error 00:03:00 Algorithm Evaluation Metrics - R Squared Algorithm Evaluation Metrics - R Squared 00:04:00 Classification Algorithm Spot Check - Logistic Regression Classification Algorithm Spot Check - Logistic Regression 00:12:00 Classification Algorithm Spot Check - Linear Discriminant Analysis Classification Algorithm Spot Check - Linear Discriminant Analysis 00:04:00 Classification Algorithm Spot Check - K-Nearest Neighbors Classification Algorithm Spot Check - K-Nearest Neighbors 00:05:00 Classification Algorithm Spot Check - Naive Bayes Classification Algorithm Spot Check - Naive Bayes 00:04:00 Classification Algorithm Spot Check - CART Classification Algorithm Spot Check - CART 00:04:00 Classification Algorithm Spot Check - Support Vector Machines Classification Algorithm Spot Check - Support Vector Machines 00:05:00 Regression Algorithm Spot Check - Linear Regression Regression Algorithm Spot Check - Linear Regression 00:08:00 Regression Algorithm Spot Check - Ridge Regression Regression Algorithm Spot Check - Ridge Regression 00:03:00 Regression Algorithm Spot Check - Lasso Linear Regression Regression Algorithm Spot Check - Lasso Linear Regression 00:03:00 Regression Algorithm Spot Check - Elastic Net Regression Regression Algorithm Spot Check - Elastic Net Regression 00:02:00 Regression Algorithm Spot Check - K-Nearest Neighbors Regression Algorithm Spot Check - K-Nearest Neighbors 00:06:00 Regression Algorithm Spot Check - CART Regression Algorithm Spot Check - CART 00:04:00 Regression Algorithm Spot Check - Support Vector Machines (SVM) Regression Algorithm Spot Check - Support Vector Machines (SVM) 00:04:00 Compare Algorithms - Part 1 : Choosing the best Machine Learning Model Compare Algorithms - Part 1 : Choosing the best Machine Learning Model 00:09:00 Compare Algorithms - Part 2 : Choosing the best Machine Learning Model Compare Algorithms - Part 2 : Choosing the best Machine Learning Model 00:05:00 Pipelines : Data Preparation and Data Modelling Pipelines : Data Preparation and Data Modelling 00:11:00 Pipelines : Feature Selection and Data Modelling Pipelines : Feature Selection and Data Modelling 00:10:00 Performance Improvement: Ensembles - Voting Performance Improvement: Ensembles - Voting 00:07:00 Performance Improvement: Ensembles - Bagging Performance Improvement: Ensembles - Bagging 00:08:00 Performance Improvement: Ensembles - Boosting Performance Improvement: Ensembles - Boosting 00:05:00 Performance Improvement: Parameter Tuning using Grid Search Performance Improvement: Parameter Tuning using Grid Search 00:08:00 Performance Improvement: Parameter Tuning using Random Search Performance Improvement: Parameter Tuning using Random Search 00:06:00 Export, Save and Load Machine Learning Models : Pickle Export, Save and Load Machine Learning Models : Pickle 00:10:00 Export, Save and Load Machine Learning Models : Joblib Export, Save and Load Machine Learning Models : Joblib 00:06:00 Finalizing a Model - Introduction and Steps Finalizing a Model - Introduction and Steps 00:07:00 Finalizing a Classification Model - The Pima Indian Diabetes Dataset Finalizing a Classification Model - The Pima Indian Diabetes Dataset 00:07:00 Quick Session: Imbalanced Data Set - Issue Overview and Steps Quick Session: Imbalanced Data Set - Issue Overview and Steps 00:09:00 Iris Dataset : Finalizing Multi-Class Dataset Iris Dataset : Finalizing Multi-Class Dataset 00:09:00 Finalizing a Regression Model - The Boston Housing Price Dataset Finalizing a Regression Model - The Boston Housing Price Dataset 00:08:00 Real-time Predictions: Using the Pima Indian Diabetes Classification Model Real-time Predictions: Using the Pima Indian Diabetes Classification Model 00:07:00 Real-time Predictions: Using Iris Flowers Multi-Class Classification Dataset Real-time Predictions: Using Iris Flowers Multi-Class Classification Dataset 00:03:00 Real-time Predictions: Using the Boston Housing Regression Model Real-time Predictions: Using the Boston Housing Regression Model 00:08:00 Resources Resources - Data Science & Machine Learning with Python 00:00:00

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