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Overview Uplift Your Career & Skill Up to Your Dream Job - Learning Simplified From Home! Kickstart your career & boost your employability by helping you discover your skills, talents and interests with our special Power Electronics for Electrical Engineering Course. You'll create a pathway to your ideal job as this course is designed to uplift your career in the relevant industry. It provides professional training that employers are looking for in today's workplaces. The Power Electronics for Electrical Engineering Course is one of the most prestigious training offered at StudyHub and is highly valued by employers for good reason. This Power Electronics for Electrical Engineering Course has been designed by industry experts to provide our learners with the best learning experience possible to increase their understanding of their chosen field. This Power Electronics for Electrical Engineering Course, like every one of Study Hub's courses, is meticulously developed and well researched. Every one of the topics is divided into elementary modules, allowing our students to grasp each lesson quickly. At StudyHub, we don't just offer courses; we also provide a valuable teaching process. When you buy a course from StudyHub, you get unlimited Lifetime access with 24/7 dedicated tutor support. Why buy this Power Electronics for Electrical Engineering? Unlimited access to the course for forever Digital Certificate, Transcript, student ID all included in the price Absolutely no hidden fees Directly receive CPD accredited qualifications after course completion Receive one to one assistance on every weekday from professionals Immediately receive the PDF certificate after passing Receive the original copies of your certificate and transcript on the next working day Easily learn the skills and knowledge from the comfort of your home Certification After studying the course materials of the Power Electronics for Electrical Engineering there will be a written assignment test which you can take either during or at the end of the course. After successfully passing the test you will be able to claim the pdf certificate for £5.99. Original Hard Copy certificates need to be ordered at an additional cost of £9.60. Who is this course for? This Power Electronics for Electrical Engineering course is ideal for Students Recent graduates Job Seekers Anyone interested in this topic People already working in the relevant fields and want to polish their knowledge and skill. Prerequisites This Power Electronics for Electrical Engineering does not require you to have any prior qualifications or experience. You can just enrol and start learning.This Power Electronics for Electrical Engineering 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. Career path As this course comes with multiple courses included as bonus, you will be able to pursue multiple occupations. This Power Electronics for Electrical Engineering is a great way for you to gain multiple skills from the comfort of your home. Course Curriculum Unit 1- Introduction to Power Electronics Components Module 1- Introduction to Power Electronics 00:13:00 Module 2- Uncontrolled Switches 00:17:00 Module 3- What is the Benefit of Diode 00:06:00 Module 4- Semi-Controlled Switches Part 1 00:09:00 Module 5- Semi-Controlled Switches Part 2 00:14:00 Module 6- Semi-Controlled Switches Part 3 00:05:00 Module 7- What is the Benefit of Thyristor 00:05:00 Module 8- Fully Controlled Switches Part 1 00:17:00 Module 9- Fully Controlled Switches Part 2 00:10:00 Module 10- Fully Controlled Switches Part 3 00:12:00 Unit 2- Fundamentals of Rectifier Circuits Module 1- Overview on Rectifiers 00:02:00 Module 2- Rectifier Definition 00:01:00 Module 3- Half Wave Uncontrolled Rectifier with R Load 00:21:00 Module 4- Example on Half Wave Uncontrolled Rectifier with R Load Part 1 00:06:00 Module 5- Example on Half Wave Uncontrolled Rectifier with R Load Part 2 00:07:00 Module 6- Half Wave Uncontrolled Rectifier with RL Load 00:10:00 Module 7- Derivation of the Discontinuous Current in R-L Load 00:08:00 Module 8- Freewheeling Diode (Commutation Diode) 00:03:00 Module 9- Half Wave R-L Load with FWD 00:09:00 Module 10- Difference Between Continuous and Discontinuous Mode in RL Load 00:07:00 Module 11- Half Wave RL Load with FWD Continuous Mode 00:06:00 Module 12- Example on Half Wave Rectifier with FWD 00:07:00 Module 13- Bridge Full Wave Uncontrolled Rectifier Part 1 00:07:00 Module 14- Bridge Full Wave Uncontrolled Rectifier Part 2 00:05:00 Module 15- Quick Revision on Bridge Full Wave Uncontrolled Rectifier 00:06:00 Module 16- Firing Angle 00:02:00 Module 17- Half Wave Controlled Rectifier R Load 00:05:00 Module 18- Half Wave Controlled Rectifier R-L Load 00:04:00 Module 19- Half Controlled R-L Load with FWD 00:06:00 Module 20- Example 1 00:07:00 Module 21- Example 2 00:08:00 Module 22- Example 3 00:13:00 Module 23- Example 4 00:09:00 Module 24- Example 5 00:05:00 Module 25- Fully Controlled Bridge Rectifier Part 1 00:06:00 Module 26- Fully Controlled Bridge Rectifier Part 2 00:06:00 Module 27- Quick Revision on Bridge Full Wave Controlled Rectifier 00:02:00 Module 28- Example 6 00:08:00 Module 29- Half Controlled Bridge Rectifier 00:08:00 Module 30- Half Controlled Bridge Rectifier with FWD 00:05:00 Module 31- Example 7 00:06:00 Module 32- Example 8 00:07:00 Module 33- Performance Parameters 00:04:00 Module 34- Power Factor 00:04:00 Unit 3- Fundamentals of AC Choppers Module 1- Introduction to AC Choppers 00:02:00 Module 2- Definition of AC Choppers 00:05:00 Module 3- Switching Techniques in AC Choppers 00:06:00 Module 4- Applications on AC Choppers 00:03:00 Module 5- Types of AC Choppers 00:02:00 Module 6- AC Chopper with R Load 00:14:00 Module 7- Example 1 on AC Chopper with R Load 00:06:00 Module 8- Example 2 on AC Chopper with R Load 00:04:00 Module 9- AC Chopper with L Load Part 1 00:13:00 Module 10- AC Chopper with L Load Part 2 00:06:00 Module 11- Example on AC Chopper with L Load 00:08:00 Module 12- AC Chopper with RL Series Load 00:20:00 Module 13- Example on AC Chopper with RL Series Load 00:07:00 Module 14- AC Chopper with RL Parallel Load 00:25:00 Module 15- Example on AC Chopper with RL Parallel Load 00:06:00 Module 16- AC Chopper with Pure Capacitive Load 00:14:00 Module 17- Example on AC Chopper with Pure Capacitive Load 00:04:00 Module 18- AC Chopper Loaded by Heavy Rectifier 00:06:00 Module 19- AC Chopper Loaded by an AC Motor with Sinusoidal Back Emf 00:12:00 Module 20- Example on AC Chopper Loaded by an AC Motor with Sinusoidal Back Emf 00:08:00 Module 21- Integral Cycle Control 00:11:00 Module 22- Example on Integral Cycle Control 00:04:00 Unit 4- Fundamentals of DC Choppers Module 1- Introduction to DC Choppers 00:02:00 Module 2- Definition and Application of DC Choppers 00:05:00 Module 3- Step down DC Chopper with R Load 00:12:00 Module 4- Example on Step Dwon DC Chopper with R Load 00:08:00 Module 5- Generation of Duty Cycle 00:09:00 Module 6- Switching Techniques 00:03:00 Module 7- Step Down DC Chopper with RLE Load Part 1 00:19:00 Module 8- Step Down DC Chopper with RLE Load Part 2 00:15:00 Module 9- Example 1 on Step Down DC Chopper with RLE Load 00:13:00 Module 10- Example 2 on Step Down DC Chopper with RLE Load 00:02:00 Module 11- Step Up DC Chopper with R or RL Load 00:09:00 Module 12- Step Up DC Chopper with RE Load 00:15:00 Module 13- Example on Step Up DC Chopper with RE Load 00:20:00 Module 14- Buck Regulator Part 1 00:16:00 Module 15- Buck Regulator Part 2 00:17:00 Module 16- Example on Buck Regulator 00:03:00 Module 17- Boost Regulator 00:23:00 Module 18- Example on Boost Regulator 00:06:00 Module 19- Buck Boost Converter 00:17:00 Module 20- Example on Buck-Boost Converter 00:05:00 Unit 5- Fundamentals of Inverters Module 1- Introduction to Inverters 00:02:00 Module 2- Definition of Inverters 00:04:00 Module 3- Importance and Applications of Inverters 00:08:00 Module 4- Single Phase Half Bridge R-Load 00:15:00 Module 5- Single Phase Half Bridge RL- Load 00:08:00 Module 6- Performance Parameters of an Inverter 00:05:00 Module 7- Example on Single Phase Half Bridge 00:10:00 Module 8- Single Phase Bridge Inverter R- Load 00:06:00 Module 9- Single Phase Bridge Inverter RL- Load 00:07:00 Module 10- Example on Single Phase Bridge Inverter 00:06:00 Module 11- Three Phase Inverters and Obtaining the Line Voltages 00:15:00 Module 12- Threee Phase Inverters and Obtaining The Phase Voltages 00:17:00 Module 13- Example on Three Phase Inverters 00:16:00 Module 14- Single Pulse Width Modulation 00:13:00 Module 15- Multiple Pulse Width Modulation 00:13:00 Module 16- Example on Multiple Pulse Width Modulation 00:04:00 Module 17- Sinusoidal Pulse Width Modulation 00:16:00 Module 18- Industrial Inverter 00:03:00 Assignment Assignment - Power Electronics for Electrical Engineering 00:00:00

Enhance your SkillsBuilding on Level One and the skillset developed, you will be advancing onto more advanced machine polishing and cleaning techniques, to progress your detailing career and skillset further. Existing valeters and detailers confident in their skillset's reflection of Level One's content may also qualify to bypass to this level, should they be able to demonstrate their qualification by purchasing, taking, and passing with sufficient breadth, our online Level One assessment. Machines introduced at this level include forced rotation dual action polishers, every inception of Dual action polishers, both in throw and size. We'll also look at pad types, heavy cutting options and defect identification to assess what can be rectified and how. Interiors are explored in greater depth with higher yield services with 'dry' steam cleaning, odour removal, leather protection and treatment, and stain removal with the associated chemistry. Small area sanding and isolated correction are a key finish to this level and allow you to achieve fantastic results from otherwise irreparable damage Following your introduction skills learnt in Level One, you will be progressing onto more skilful machine polishing and cleaning techniques. Machines introduced at this level include forced rotation dual action polishers, every inception of Dual action polishers, both in throw and size. We'll also look at pad types, heavy cutting options and defect identification to assess what can be rectified and how. Interiors are explored in greater depth with higher yield services with dry steam cleaning, odour removal, leather protection and treatment, and stain removal with the associated chemistry. • Pad types • Compound grades • Rubber and plastic protection • Coatings after-care • Polymer and PTFE exterior LSPs • Glass sealants • Troubleshooting • Accreditations • Financial management • Insurance • Marketing • Pricing • Spot Sanding • Targeting your customer base • Safe working practice • Workshop planning • Intermediate chemical knowledge • Efficiency and time management • Matte finishes • Environmental considerations • Advanced cleaner chemistry • Bonded overspray and concrete • LSPs • Engine bay detailing • Plastic trim restoration • Odour removal • Steam cleaning • Stain removal & chemical principles • Fabric and leather protection • Paint types and their principles • Long and short throw DA machines • Forced action machines • Lighting • Defect identification Following the course, further case studies and exercises will allow the knowledge to develop further as you use it over a 3-6 month period, after which the Level 2 exam is sat to award certification. Course Length 2 Days (0930-1600) Group Size One-to-One Location UK Detailing Academy, 2 Purlieus Barn, Ewen, Cirencester, GL7 6BY Experience / Qualification Completion of Level 1 Refreshments or Lunch Refreshments included

Overview Uplift Your Career & Skill Up to Your Dream Job - Learning Simplified From Home! Kickstart your career & boost your employability by helping you discover your skills, talents and interests with our special British Sign Language (BSL) Course. You'll create a pathway to your ideal job as this course is designed to uplift your career in the relevant industry. It provides professional training that employers are looking for in today's workplaces. The British Sign Language (BSL) Course is one of the most prestigious training offered at StudyHub and is highly valued by employers for good reason. This British Sign Language (BSL) Course has been designed by industry experts to provide our learners with the best learning experience possible to increase their understanding of their chosen field. This British Sign Language (BSL) Course, like every one of Study Hub's courses, is meticulously developed and well researched. Every one of the topics is divided into elementary modules, allowing our students to grasp each lesson quickly. At StudyHub, we don't just offer courses; we also provide a valuable teaching process. When you buy a course from StudyHub, you get unlimited Lifetime access with 24/7 dedicated tutor support. Why buy this British Sign Language (BSL) Course? Unlimited access to the course for forever Digital Certificate, Transcript, student ID all included in the price Absolutely no hidden fees Directly receive CPD accredited qualifications after course completion Receive one to one assistance on every weekday from professionals Immediately receive the PDF certificate after passing Receive the original copies of your certificate and transcript on the next working day Easily learn the skills and knowledge from the comfort of your home Certification After studying the course materials of the British Sign Language (BSL) Course there will be a written assignment test which you can take either during or at the end of the course. After successfully passing the test you will be able to claim the pdf certificate for £5.99. Original Hard Copy certificates need to be ordered at an additional cost of £9.60. Who is this course for? This British Sign Language (BSL) Course is ideal for Students Recent graduates Job Seekers Anyone interested in this topic People already working in the relevant fields and want to polish their knowledge and skill. Prerequisites This British Sign Language (BSL) Course does not require you to have any prior qualifications or experience. You can just enrol and start learning.This British Sign Language (BSL) Course 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. Career path As this course comes with multiple courses included as bonus, you will be able to pursue multiple occupations. This British Sign Language (BSL) Course is a great way for you to gain multiple skills from the comfort of your home. Course Curriculum British Sign Language Level 1 What is British Sign Language? 00:01:00 Introduction to BSL and Fingerspelling Fingerspelling A-Z with Subtitles 00:02:00 Fingerspelling A-Z without Subtitles 00:01:00 Fingerspelling A-Z 00:00:00 Fingerspelling Right or Left Handed 00:01:00 A to Z Cards 00:10:00 1st Name A to Z in 3 parts - Fingerspelling 00:07:00 1st Name A to Z Fingerspelling 00:00:00 Fingerspelling - Fill in the Blanks 00:10:00 Fingerspelling - Fill in the Blanks - PDF 00:10:00 What is my name and Live, Where? (UK) 00:03:00 Who am I and Live Where in UK 00:10:00 Exchanging Personal Information Meeting People and Introduction with Subtitles 00:02:00 Meeting People and Introduction without Subtitles DONE 00:02:00 Questions on Directions Signs without Subtitles 00:01:00 Family sentences Homework 00:04:00 Meeting People 00:10:00 Families Families 00:10:00 Families Sign Part 1 with Subtitles 00:01:00 Families Sign Part 2 with Subtitles 00:02:00 Families Sign Part 1 without Subtitles DONE 00:01:00 Families Sign Part 2 without Subtitles 00:02:00 Numbers (Time, Calendar and Money) Number 0 to 100 00:05:00 Numbers 00:10:00 Numbers 00:02:00 Numbers 00:10:00 Bingo Numbers Games (4) 00:04:00 BINGO 4 Games 00:10:00 Phone Numbers 00:10:00 Time and Calendar Signs with Subtitles 00:01:00 Time and Calendar without Subtitles 00:01:00 Calendars 00:10:00 Calendars Birthday Ages and Names 00:10:00 What is the Time? With Subtitles 00:01:00 What is the Time? Without Subtitles 00:01:00 What is the time 00:10:00 Calendar Signs with Subtitles 00:05:00 Calendar Signs without Subtitles 00:05:00 Birthday, When? 00:02:00 Birthday When 00:10:00 Colours 00:10:00 Colour Signs with Subtitles 00:01:00 Colour Signs without Subtitles 00:01:00 Colours Games 00:03:00 Draw a colour Elephant 00:02:00 HNADOUT ANSWER Draw a colour Elephant 00:00:00 Colours Colours 00:04:00 Transports Transports 00:10:00 Transports sign without Subtitles 00:01:00 Transports sign without Subtitles 00:01:00 Transport and Time Signs with Subtitles 00:01:00 Transport and Time Signs without Subtitles 00:01:00 Weather Weather Signs with Subtitles 00:01:00 Weather Signs without Subtitles 00:01:00 Weather 00:10:00 Weather and Questions 00:01:00 Directions Directions Signs with Subtitles 00:02:00 Directions Signs without Subtitles 00:02:00 Directions 00:06:00 Questions for Directions Signs with Subtitles 00:01:00 Questions on Directions Signs without Subtitles 00:01:00 Non-Manual Features (NMF) in BSL 00:10:00 Affirmative & Negative Signs with Subtitles 00:01:00 Affirmative & Negative Signs without Subtitles 00:01:00 Affirmative and Negative 00:10:00 Activities/Hobbies and Sports Activities Interests and Sports Handouts 00:10:00 Information about different clubs 00:10:00 Interests and Hobbies with Subtitles 00:03:00 Interests and Hobbies without Subtitles 00:01:00 Sports Signs with Subtitles 00:03:00 Sports Signs without Subtitles 00:03:00 Hobbies/Interests Questions with Subtitles 00:01:00 Hobbies/Interests Questions without Subtitles 00:01:00 Sports Clubs 00:01:00 Description of A Person and Clothes Description of a Person with Subtitles 00:04:00 Description of a Person without Subtitles 00:04:00 Describing a Person 00:13:00 Describing Clothes with Subtitles 00:02:00 Describing Clothes without Subtitles 00:02:00 Wearing Clothes 00:13:00 Animals A -Z of Animals with Subtitles 00:02:00 A -Z of Animals without Subtitles 00:02:00 Animal A to Z 00:22:00 Questions about Pets with Subtitles 00:01:00 Questions about Pets without Subtitles 00:01:00 STUDY About Pets 00:02:00 STUDY ANSWERS About Pets 00:01:00 Numbers (Money) Money Signs (Part 1) with Subtitles 00:01:00 Money Signs (Part 1) without Subtitles 00:01:00 Money Signs (Part 2) without Subtitles 00:01:00 Money Signs (Part 2) without Subtitles 00:01:00 How Much is it? 00:01:00 How much is it 00:01:00 Foods and Drinks Foods and Drinks with Subtitles 00:09:00 Foods and Drinks without Subtitles 00:09:00 Food and Drinks 00:12:00 Hurley's Food and Drink Menu with Images 00:09:00 Hurley's Food and Drink Menu without Images 00:09:00 HANDOUT Top Eat Menu 00:02:00 Hurley' s Food and Drink Menu 00:10:00 STUDY At the Restaurant 00:10:00 STUDY HANDOUT ANSWERS At the Restaurant 00:02:00 Exam STUDY: BSL LEVEL 1 EXAM 00:04:00 STUDY ANSWERS : BSL LEVEL 1 EXAM 00:01:00 British Sign Language Level 2 Asking Questions about the Jobs without Subtitles 00:02:00 Asking Questions about the Jobs without Subtitles 00:02:00 STUDY What is My Job 00:05:00 Job Vocabulary with Subtitles 00:06:00 Job Vocabulary without Subtitles 00:06:00 Jobs Signs with Images 00:02:00 Jobs Signs without Images 00:02:00 Type of Buildings with Subtitles 00:03:00 Type of Buildings without Subtitles 00:03:00 At Home (Room) with subtitles 00:03:00 At Home (Room) without Subtitles 00:01:00 At Home - What is in each room with subtitles 00:05:00 At Home - What is in each room without Subtitles 00:05:00 How to describe each room with Subtitles 00:12:00 Day to Day Routine with Images 00:02:00 Day to Day Routine without images 00:02:00 Emotional Signs with Subtitles 00:02:00 Emotional Signs without Subtitles 00:02:00 Emotional Signs 00:02:00 Emotional Stories Study 00:05:00 Countries and Flags 00:04:00 L2 Itemising_Listings inc 4 Stories 00:09:00 L2 Multi-Channels Sign with Subtitles 00:03:00 L2 Multi-Channels Sign without Subtitles 00:03:00 Transport HOMEWORK 00:03:00 Resources Resources - British Sign Language Level 2 00:00:00 Assignment Assignment - British Sign Language (BSL) Course 06:40:00

This course aims to prepare individuals for the AWS Certified Solutions Architect Associate exam. It covers essential AWS services, cloud architecture design, deployment strategies, and best practices for managing various AWS components. Learning Outcomes: Understand the fundamental concepts of AWS Cloud Services and their application in real-world scenarios. Design and implement AWS Storage and Virtual Private Cloud (VPC) solutions. Learn how to design, implement, and manage Compute Services effectively. Master Identity and Access Management (IAM) and its best practices for secure access control. Explore Auto Scaling Solutions and Virtual Network Services to optimize AWS infrastructure. Gain proficiency in deploying applications and databases on AWS. Discover additional AWS services and their integration for comprehensive cloud solutions. Develop insights into achieving operational excellence with AWS services. Why buy this AWS Certified Solutions Architect Associate Preparation? Unlimited access to the course for forever Digital Certificate, Transcript, student ID all included in the price Absolutely no hidden fees Directly receive CPD accredited qualifications after course completion Receive one to one assistance on every weekday from professionals Immediately receive the PDF certificate after passing Receive the original copies of your certificate and transcript on the next working day Easily learn the skills and knowledge from the comfort of your home Certification After studying the course materials of the AWS Certified Solutions Architect Associate Preparation there will be a written assignment test which you can take either during or at the end of the course. After successfully passing the test you will be able to claim the pdf certificate for £5.99. Original Hard Copy certificates need to be ordered at an additional cost of £9.60. Who is this course for? This AWS Certified Solutions Architect Associate Preparation course is ideal for Students Recent graduates Job Seekers Anyone interested in this topic People already working in the relevant fields and want to polish their knowledge and skill. Prerequisites This AWS Certified Solutions Architect Associate Preparation does not require you to have any prior qualifications or experience. You can just enrol and start learning.This AWS Certified Solutions Architect Associate Preparation 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. Career path As this course comes with multiple courses included as bonus, you will be able to pursue multiple occupations. This AWS Certified Solutions Architect Associate Preparation is a great way for you to gain multiple skills from the comfort of your home. Course Curriculum Section 01: Introduction Introduction 00:03:00 Section 02: Exam Tips and Tricks What is AWS? 00:02:00 Why use AWS? 00:03:00 How to Get Started with AWS 00:04:00 AWS Certifications 00:04:00 Preparation Resources 00:02:00 Benefits of Certification 00:02:00 AWS CSA-A Overview 00:04:00 What's New on the 2020 Updated Exam? 00:03:00 AWS CSA-A Exam Objectives 00:06:00 The Four Key Areas (Compute, Networking, Storage, and Databases) 00:04:00 Master the Knowledge Areas 00:02:00 Use the System 00:05:00 Take Notes 00:03:00 Be Mentally and Physically Prepared 00:04:00 Take the Exam 00:04:00 Section 03: AWS Cloud Services Overview Cloud Computing Defined 00:08:00 Benefits of Cloud Computing 00:10:00 Cloud Computing Models 00:07:00 History 00:07:00 Platform 00:06:00 Services, Part 1 00:10:00 Services, Part 2 00:08:00 Security and Compliance 00:07:00 Regions and Availability 00:06:00 Section 04: AWS Storage Design Storage Services 00:07:00 S3 Storage Class 00:07:00 S3 Terminology 00:09:00 S3 Advanced Features 00:08:00 Creating S3 Buckets Lab 00:08:00 S3 Bucket Properties 00:08:00 S3 Managing Objects Lab 00:11:00 Glacier 00:07:00 Setting up a Glacier Vault Lab 00:08:00 S3 and Tape Gateway 00:06:00 S3 Enhanced Features 00:08:00 Elastic Block Store (EBS) 00:08:00 Creating EBS Volumes Lab 00:07:00 Elastic File System (EFS) 00:07:00 Creating an EFS File System Lab 00:07:00 EFS and PrivateLink 00:03:00 Intro to Amazon FSx 00:06:00 Hands-on with FSx 00:06:00 Integrating on-Premises Storage 00:07:00 Storage Access Security Lab 00:10:00 Storage Performance 00:08:00 Section 05: Virtual Private Cloud (VPC) Virtual Private Cloud (VPC) Overview 00:10:00 Creating a VPC Lab 00:11:00 Configuring DHCP Options Lab 00:04:00 Elastic IP Addresses 00:07:00 Elastic Network Interfaces (ENIs) 00:05:00 Endpoints 00:07:00 VPC Peering 00:08:00 Creating a VPC Peering Connection Lab 00:10:00 Security Groups Overview 00:07:00 Network Address Translation (NAT) 00:11:00 Gateways (VPGs and CGWs) 00:08:00 VPN Configuration Option 00:04:00 Section 06: Compute Services Design EC2 Overview 00:11:00 EC2 Instance Types 00:11:00 EC2 Pricing 00:13:00 EBS and EC2 00:05:00 Section 07: Compute Services Implementation Launching an EC2 Linux Instance Lab 00:13:00 Configuring an EC2 Linux Instance Lab 00:08:00 Setting up an EC2 Windows Instance Lab 00:12:00 Shared Tenancy 00:05:00 Dedicated Hosts 00:08:00 Dedicated Instances 00:06:00 AMI Virtualization 00:12:00 Section 08: Compute Services Management Instance Management 00:09:00 Connecting to Instances Lab 00:09:00 Working with Security Groups 00:10:00 Working with Security Groups Lab 00:10:00 Advanced EC2 Management 00:06:00 AWS Batch 00:06:00 Elastic Container Service (ECS) 00:08:00 Elastic Beanstalk Environment 00:11:00 Section 09: Identity and Access Management (IAM) Identity and Access Management (IAM) Overview 00:07:00 Principals 00:10:00 Root User 00:06:00 Authentication 00:06:00 Authorization Policies 00:13:00 Multi-Factor Authentication 00:08:00 Key Rotation 00:10:00 Multiple Permissions 00:06:00 AWS Compliance Program 00:07:00 AWS Security Hub 00:06:00 Shared Responsibility Models 00:06:00 Section 10: IAM Best Practices User Accounts 00:11:00 Password Policies 00:09:00 Credential Rotation 00:06:00 Principle of Least Privilege 00:05:00 IAM Roles 00:08:00 Policy Conditions 00:08:00 CloudTrail 00:12:00 Section 11: Auto Scaling Solutions Auto Scaling Overview 00:06:00 Auto Scaling Groups 00:04:00 Termination Policies 00:07:00 Auto Scaling Configuration Lab 00:13:00 Launch Methods 00:04:00 Load Balancer Concepts 00:08:00 Elastic Load Balancing (ELB) 00:10:00 Section 12: Virtual Network Services DNS 00:14:00 Configuring DNS Lab 00:07:00 Configuring Route 53 Lab 00:13:00 Configuring ACLs and NACLs Lab 00:09:00 Flow Logs 00:07:00 Section 13: AWS Application Deployment Application and Deployment Services 00:04:00 Lambda 00:06:00 API Gateway 00:09:00 Kinesis 00:06:00 Kinesis Data Streams and Firehose 00:06:00 Kinesis Data Analytics 00:04:00 Reference Architectures 00:06:00 CloudFront 00:10:00 Web Application Firewall (WAF) 00:09:00 Simple Queue Service (SQS) 00:10:00 Simple Notification Service (SNS) 00:08:00 Simple Workflow (SWF) 00:07:00 Step Functions 00:05:00 OpsWorks 00:08:00 Cognito 00:04:00 Elastic MapReduce (EMR) 00:05:00 CloudFormation 00:10:00 CloudFormation Properties 00:03:00 CloudWatch 00:06:00 Trusted Advisor 00:07:00 Organizations 00:09:00 Section 14: AWS Database Design Database Types 00:08:00 Relational Databases 00:08:00 Database Hosting Methods 00:05:00 High Availability Solutions 00:06:00 Scalability Solutions 00:06:00 Database Security 00:08:00 Aurora 00:06:00 Redshift 00:11:00 DynamoDB 00:10:00 Section 15: Database Deployment DynamoDB Tables Lab 00:08:00 MySQL Lab 00:13:00 Configuration Lab 00:13:00 Backups Lab 00:04:00 Restore Lab 00:04:00 Snapshot Lab 00:08:00 Monitoring Lab 00:06:00 Section 16: Additional AWS Services Media Content Delivery 00:13:00 Desktop and Appstreaming 00:06:00 ElastiCache 00:05:00 Security Services Lab 00:12:00 Analytics Engines 00:11:00 Development Operations (DevOps) 00:12:00 AWS Solutions 00:05:00 AWS Transit Gateway 00:03:00 AWS Backup 00:04:00 AWS Cost Explorer 00:04:00 Section 17: Operational Excellence with AWS The Operational Excellence Process 00:08:00 Widget Makers Scenario 00:06:00 Resilient Design 00:08:00 Resilient Design Scenario 00:05:00 Performant Design 00:09:00 Performant Design Scenario 00:06:00 Secure Design 00:08:00 Secure Design Scenario 00:05:00 Cost Optimization 00:07:00 Cost Optimization Scenario 00:05:00 General Best Practices 00:07:00

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Mental health issues affect people of all economic, social, & ethnic backgrounds. People of all ages, from children to the elderly, can be affected by depression & anxiety. What do you learn from our Diploma of Counselling and Psychology (Online) Course: With the aid of this Counselling and Psychology course curriculum, you will gain various vital skills & knowledge, including: Have a thorough understanding of theories & models Discover the legal, cultural, & ethical aspects of professional counselling Learn about the use of medication & therapy to treat mental diseases Know in detail about communication skills & empathy Explore many aspects of life coaching & career counselling This training can help you to accomplish your ambitions and prepare you for a meaningful career. So, join us today and gear up for excellence! Progression of Diploma of Counselling and Psychology (Online) Course: After completing this course, you can progress towards- Counselling level 4 Level 2 Certificate in Counselling Skills (RQF) NCFE CACHE Level 3 Diploma in Counselling Skills Level 6 Counselling Advanced Diploma in Counselling at QLS Level 7 course will cover the following topics: Theories and Models Psychotherapy & Psychiatric Disorders Treating Trauma, Stress, and Anxiety Life Coaching Family Law Conflict and Violence Communication Skills 4 Free Gifts are included in this Counselling course Free courses will cover the following topics: Free Course No 01: Mental Health Care Training Mental Capacity Act Decision Making Confidentiality and Record Keeping Authorised Deprivation Legal Background to DOLS Free Course No 02: Understanding Children and Young People's Mental Health Attachment and Relationship Building in Childhood Factors that Influence Development Mental Health Problems in Young and Adults Autism, ADHD and Dyslexia in Young Adults Mental Health Related Legislation in the UK Free Course No 03: Dual Diagnosis Level 2 Drugs and Their Effects Neurophysiology Minimisation and Optical Health Ethical Issues Dual Diagnosis Free Course No 04: EFT - Emotional Freedom Technique Emotional Freedom Technique Applying EFT to Physical Issues Doing Business with EFT Why Choose Our Diploma of Counselling and Psychology (Online) Course: Earn a certificate endorsed by the Quality Licence Scheme & another certificate accredited by CPDQS Get instant access to this Counselling and Psychology course. Learn Counselling and Psychology from anywhere in the world Counselling and Psychology is affordable and simple to understand Counselling and Psychology is entirely online, interactive lesson with voiceover audio Lifetime access to the Counselling and Psychology course materials Counselling and Psychology comes with 24/7 tutor support The demand for Counselling and Psychology personnel has never been greater. Now is a perfect moment to start a career if you are enthusiastic about assisting people & contributing to the health & welfare of individuals, families, & communities. Enrol in the Counselling and Psychology course & assist people to live a fulfilling life. Certificate of Completion After successfully completing this course, you can order your CPD Accredited PDF Certificate (Advanced Diploma in Counselling at QLS Level 7 ) as proof of your achievement. For the Hard Copy certificate, you have to pay £29.99 + Postal Charge. CPD 250 CPD hours / points Accredited by CPD Quality Standards Module 01: Introduction 09:53 1: Introduction Video Preview 01:26 2: Counselling and Counsellors Preview 08:27 Module 02: Theories and Models (Part 1) 12:49 3: Theories and Models of Counselling (Part 1) 12:49 Module 03: Theories and Models (Part 2) 13:48 4: Theories and Models of Counselling (Part 2) 13:48 Module 04: Legal, Cultural and Ethical Issues 12:00 5: Legal, Cultural and Ethical Issues in Professional Counselling 12:00 Module 05: Forms of Psychotherapy 12:03 6: Forms of Psychotherapy 12:03 Module 06: Psychotherapy 09:06 7: Counselling and Psychotherapy 09:06 Module 07: Dynamic Psychotherapy 18:50 8: Dynamic Psychotherapy 18:50 Module 08: Childhood and Adolescent Psychiatric Disorders 14:43 9: Childhood and Adolescent Psychiatric Disorders 14:43 Module 09: Working with Children and Adolescents in Schools 13:34 10: Counselling Children and Adolescents in Schools 13:34 Module 10: Treating Trauma and Substance Abuse 10:59 11: Counselling Trauma and Substance Abuse 10:59 Module 11: Treating Stress and Anxiety Disorders 17:52 12: Module 11: Counselling Stress and Anxiety Disorders 17:52 Module 12: Treating Personality Disorders 25:53 13: Counselling Personality Disorders 25:53 Module 13: Treating Mood Disorders and Depression 12:45 14: Counselling Mood Disorders and Depression 12:45 Module 14: Treating Eating & Sleeping Disorders 27:48 15: Counselling Eating & Sleeping Disorders 27:48 Module 15: Life Coaching and Career 10:12 16: Life Coaching and Career Counselling 10:12 Module 16: Family Law 13:35 17: Family Law 13:35 Module 17: Framing Family Law 13:43 18: Framing Family Law 13:43 Module 18: Marriage in Family Law 09:48 19: Marriage in Family Law 09:48 Module 19: Domestic Violence 14:55 20: Domestic Violence 14:55 Module 20: Couple and Family Counselling 15:18 21: Couple and Family Counselling 15:18 Module 21: Conflict Resolution 09:37 22: Conflict Resolution 09:37 Module 22: Pre-Marital 11:21 23: Pre-Marital Counselling 11:21 Module 23: Affairs 12:57 24: Affairs 12:57 Module 24: Apology & Forgiveness 10:09 25: Apology & Forgiveness 10:09 Module 25: Adapting to Changes 10:18 26: Adapting to Changes 10:18 Module 26: Treating Self-Harm and Suicide 11:31 27: Counselling Self-Harm and Suicide 11:31 Module 27: Engaging and Assessing the Patients 12:45 28: Engaging and Assessing the Clients 12:45 Module 28: Helping the Client in Crisis 08:38 29: Helping the Client in Crisis 08:38 Module 29: Crisis Intervention 08:03 30: Crisis Intervention 08:03 Module 30: Low Intensity CBT Treatment 10:41 31: Low Intensity CBT Treatment 10:41 Module 31: Medication and Therapy in the Treatment of Mental Illness 14:38 32: Medication and Therapy in the Treatment of Mental Illness 14:38 Module 32: Communication Skills and Empathy 12:36 33: Communication Skills and Empathy in Counselling 11:36 34: Final Words Preview 01:00 Assessment (Optional) 04:00 35: Assignment - Advanced Diploma in Counselling at QLS Level 7 Preview 04:00 Order Your Certificate 02:00 36: Order Your CPD Certificate 01:00 37: Order Your QLS Endorsed Certificate 01:00 Recommendations! 01:00 38: Take your career to the next level with HF Online! 01:00 Free Course No 01: Mental Health Care Training - MCA & DOLS 1:54:42 39: Module 01: The Mental Capacity Act 08:36 40: Module 02: Assessment of Mental Capacity 07:27 41: Module 03: Best Interest Decision Making 11:33 42: Module 04: Advocacy and Advance Planning 07:57 43: Module 05: Providing Care or Treatment to People Who Lack Capacity 07:15 44: Module 06: Confidentiality and Record Keeping 06:07 45: Module 07: Public Bodies and Services Created by MCA Act 2005 04:37 46: Module 08: Interface with Legislation, Policy and Procedures 08:26 47: Module 09: Deprivation of Liberty Safeguards 09:11 48: Module 10: Authorised Deprivation 11:18 49: Module 11: Legal Background to DOLS 07:52 50: Module 12: The MCA (2005) and DOLS During a Pandemic 09:46 51: Module 13: Liberty Protection Safeguards (LPS) 14:37 Free Course No 02: Understanding Children and Young People's Mental Health 3:40:24 52: Module 01: Introduction to Mental Health 14:09 53: Module 02: Child Psychology 21:26 54: Module 03: Attachment and Relationship Building in Childhood 28:33 55: Module 04: Impacts of Separation and Loss on Attachment 16:01 56: Module 05: Factors that Influence Development 18:39 57: Module 06: Mental Health Problems in Young and Adults 10:22 58: Module 07: Other Mental Health Problems in Young and Adults 10:43 59: Module 08: Autism, ADHD and Dyslexia in Young and Adults 21:00 60: Module 09: Dealing With Autism, ADHD and Dyslexia in Young and Adults 21:42 61: Module 10: The Self Harming Behaviour 13:14 62: Module 11: Mental Health Treatment and Medicine 13:17 63: Module 12: Mental Health over Life Span and Society in the UK 09:49 64: Module 13: Mental Health Related Legislations in the UK 21:29 Free Course No 03: Dual Diagnosis Level 2 4:31:11 65: Module 01: Dual Diagnosis: A Challenge of New Era 20:19 66: Module 02: Drugs and Their Effects 24:37 67: Module 03: Mental Health: An Introduction 33:27 68: Module 04: Brain Works - Neurophysiology 25:11 69: Module 05: Harm Minimisation and Optical Health 32:33 70: Module 06: Models of Care and Dual Diagnosis 23:36 71: Module 07: Psychological Interventions in Dual Diagnosis 13:28 72: Module 08: Practice and Policy Issues 13:50 73: Module 09: Ethical Issues and Mental Health Act 19:46 74: Module 10: The Assessment Process in Dual Diagnosis 23:13 75: Module 11: Treatment in Dual Diagnosis 41:11 Free Course No 04: EFT - Emotional Freedom Technique 1:04:12 76: Module 01: What Is EFT (Emotional Freedom Technique)? 06:36 77: Module 02: EFT and Emotions, The Brain (EFT with the body) 06:46 78: Module 03: EFT Procedure 09:07 79: Module 04: Detailed Instructions of EFT 07:37 80: Module 05: Applying EFT to Physical Issues 08:13 81: Module 06: Treating Children with EFT 07:42 82: Module 07: EFT That Can Improve/ Heal Life & Tips 08:17 83: Module 08: Doing Business with EFT 09:54 Who is this course for? Anyone from any background can enrol in this Counselling and Psychology course. Nevertheless, this course is particularly recommended for- Students Recent graduates Job Seekers Anyone interested in this topic People already working in the relevant fields and want to polish their knowledge and skill. Requirements Students seeking to enrol in the Diploma of Counselling and Psychology (Online) Course should meet the following requirements; Basic knowledge of English Language Be age 16 years or above Basic Knowledge of Information & Communication Technologies for studying online or digital platform. Career path This Diploma of Counselling and Psychology (Online) Course will help you when you apply for positions like: School counsellor Mental Health Social Worker Psychologist Mental Health Counsellor Operating Your Own Counselling Practice Careers Counsellor or Adviser Drug and Alcohol Counsellor Family and Marriage Counsellor Rehabilitation Counsellor Certificates Certificate Accredited by CPDQS Digital certificate - Included Assessment Process You have to complete the course assignment questions given at the end of the course and score a minimum of 60% to pass the exam and achieve a Quality Licence Scheme endorsed certificate. Our expert trainers will assess your assignment and give you feedback after you submit the assignment. After passing theexam, you will be able to request a certificate with additional cost that has been endorsed by the Quality Licence Scheme. Advanced Diploma in Counselling at QLS Level 7 Hard copy certificate - £139 Show off Your New Skills with a Certificate of Completion After successfully completing the course, you can order an original hardcopy certificate of achievement endorsed by the Quality Licence Scheme. The certificate will be home-delivered, with a pricing scheme of - 139 GBP inside the UK 149 GBP (including postal fees) for International Delivery Certificate Accredited by CPDQS Upon finishing the course, you need to order to receive aCertificate Accredited by CPDQSthat is accepted all over the UK and also internationally. The pricing schemes are: 29 GBP for Printed Hardcopy Certificate inside the UK 39 GBP for Printed Hardcopy Certificate outside the UK (International Delivery)

Overview Uplift Your Career & Skill Up to Your Dream Job - Learning Simplified From Home! Kickstart your career & boost your employability by helping you discover your skills, talents and interests with our special Microsoft Power BI Masterclass 2021 Course. You'll create a pathway to your ideal job as this course is designed to uplift your career in the relevant industry. It provides professional training that employers are looking for in today's workplaces. The Microsoft Power BI Masterclass 2021 Course is one of the most prestigious training offered at StudyHub and is highly valued by employers for good reason. This Microsoft Power BI Masterclass 2021 Course has been designed by industry experts to provide our learners with the best learning experience possible to increase their understanding of their chosen field. This Microsoft Power BI Masterclass 2021 Course, like every one of Study Hub's courses, is meticulously developed and well researched. Every one of the topics is divided into elementary modules, allowing our students to grasp each lesson quickly. At StudyHub, we don't just offer courses; we also provide a valuable teaching process. When you buy a course from StudyHub, you get unlimited Lifetime access with 24/7 dedicated tutor support. Why buy this Microsoft Power BI Masterclass 2021? Unlimited access to the course for forever Digital Certificate, Transcript, student ID all included in the price Absolutely no hidden fees Directly receive CPD accredited qualifications after course completion Receive one to one assistance on every weekday from professionals Immediately receive the PDF certificate after passing Receive the original copies of your certificate and transcript on the next working day Easily learn the skills and knowledge from the comfort of your home Certification After studying the course materials of the Microsoft Power BI Masterclass 2021 there will be a written assignment test which you can take either during or at the end of the course. After successfully passing the test you will be able to claim the pdf certificate for £5.99. Original Hard Copy certificates need to be ordered at an additional cost of £9.60. Who is this course for? This Microsoft Power BI Masterclass 2021 course is ideal for Students Recent graduates Job Seekers Anyone interested in this topic People already working in the relevant fields and want to polish their knowledge and skill.   Prerequisites This Microsoft Power BI Masterclass 2021 does not require you to have any prior qualifications or experience. You can just enrol and start learning.This Microsoft Power BI Masterclass 2021 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. Career path As this course comes with multiple courses included as bonus, you will be able to pursue multiple occupations. This Microsoft Power BI Masterclass 2021 is a great way for you to gain multiple skills from the comfort of your home. Course Curriculum Section 01: Introduction Welcome! 00:01:00 What is Power BI? 00:03:00 Download & Installing Power BI Desktop 00:04:00 Getting to know the interface 00:03:00 Mini Project: Transform Data 00:07:00 Mini Project: Visualize Data 00:05:00 Mini Project: Creating a Data Model 00:07:00 Course Outline: What will you learn in this course? 00:05:00 How to learn best with this course? 00:03:00 Section 02: Preparing our Project Creating our initial project file 00:04:00 Working with the attached project files 00:04:00 Section 03: Data Transformation - The Query Editor Exploring the Query Editor 00:06:00 Connecting to our data source 00:07:00 Editing rows 00:08:00 Changing data types 00:08:00 Replacing values 00:03:00 Close & Apply 00:03:00 Connecting to a csv file 00:03:00 Connecting to a web page 00:05:00 Extracting characters 00:06:00 Splitting & merging columns 00:09:00 Creating conditional columns 00:06:00 Creating columns from examples 00:09:00 Merging Queries 00:17:00 Pivoting & Unpivoting 00:06:00 Appending Queries 00:08:00 Practice & Solution: Population table 00:15:00 The Fact-Dimension-Model 00:09:00 Practice: Load the dimension table 00:04:00 Organizing our queries in groups 00:03:00 Entering data manually 00:05:00 Creating an index column 00:03:00 Workflow & more transformations 00:05:00 Module summary 00:05:00 Exercise 1 - Instruction 00:02:00 Exercise Solution 00:11:00 Section 04: Data Transformation - Advanced Advanced Editor - Best practices 00:09:00 Performance: References vs. Duplicating 00:10:00 Performance: Enable / Disable Load & Report Refresh 00:05:00 Group by 00:05:00 Mathematical Operations 00:05:00 Run R Script 00:15:00 Using Parameters to dynamically transform data 00:06:00 M formula language: Basics 00:07:00 M formula language: Values, Lists & Tables 00:14:00 M formula language: Functions 00:13:00 M formula language: More functions & steps 00:05:00 Exercise 2 - Instructions 00:01:00 Exercise 2 - solution 00:05:00 Section 05: Creating a Data Model Understanding the relationship 00:05:00 Create & edit relationships 00:06:00 One-to-many & one-to-one relationship 00:06:00 Many-to-many (m:n) relationship 00:08:00 Cross filter direction 00:06:00 Activate & deactivate relationships 00:06:00 Model summary 00:03:00 Exercise 3 Create Model 00:02:00 Exercise 3 Solution 00:02:00 Section 06: Data Visualization Our first visual 00:08:00 The format tab 00:12:00 Understanding tables 00:10:00 Conditional formatting 00:09:00 The Pie Chart 00:06:00 All about the filter visual 00:13:00 The filter pane for developers 00:09:00 Cross filtering & edit interactions 00:04:00 Syncing slicers across pages 00:07:00 Creating drill downs 00:08:00 Creating drill throughs 00:07:00 The tree map visual 00:07:00 The decomposition tree 00:05:00 Understanding the matrix visual 00:05:00 Editing pages 00:07:00 Buttons & Actions 00:09:00 Bookmarks to customize your report 00:10:00 Analytics and Forecasts with line charts 00:10:00 Working with custom visuals 00:07:00 Get data using R Script & R Script visual 00:08:00 Asking questions - Q&A visual 00:04:00 Wrap up - data visualization 00:08:00 Section 07: Power BI & Python Python in Power BI - Plan of attack 00:03:00 Setting up Python for Power BI 00:03:00 Transforming data using Python 00:11:00 Creating visualizations using Python 00:08:00 Violin plots, pair plots & ridge plots using Python 00:15:00 Machine learning (BayesTextAnalyzer) using Python 00:00:00 Performance & Troubleshooting 00:03:00 Section 08: Storytelling with Data Introduction 00:01:00 Show Empathy & Identify the Requirement 00:03:00 Finding the Most Suitable KPI's 00:02:00 Choose an Effective Visualization 00:04:00 Make Use of Natural Reading Pattern 00:03:00 Tell a Story Using Visual Cues 00:05:00 Avoid Chaos & Group Information 00:02:00 Warp Up - Storytelling with Data 00:02:00 Section 09: DAX - The Essentials Introduction 00:03:00 The project data 00:04:00 Measures vs. Calculated Columns 00:15:00 Automatically creating a date table in DAX 00:08:00 CALENDAR 00:05:00 Creating a complete date table with features 00:04:00 Creating key measure table 00:03:00 Aggregation functions 00:06:00 The different versions of COUNT 00:14:00 SUMX - Row based calculations 00:09:00 Section 10: DAX - The CALCULATE function CALCULATE - The basics 00:11:00 Changing the context with FILTER 00:07:00 ALL 00:08:00 ALL SELECTED 00:03:00 ALL EXCEPT 00:07:00 Section 11: Power BI Service - Power BI Cloud How to go on now? 00:03:00 Power BI Pro vs Premium & Signing up 00:04:00 Exploring the interface 00:04:00 Discovering your workspace 00:03:00 Connecting Power BI Desktop & Cloud 00:04:00 Understanding datasets & reports 00:03:00 Working on reports 00:04:00 Updating reports from Power BI Desktop 00:04:00 Creating and working with workspaces 00:07:00 Installing & using a data gateway 00:13:00 Get Quick Insights 00:03:00 Creating dashboards 00:04:00 Sharing our results through Apps 00:10:00 Power BI Mobile App 00:05:00 Creating the layout for the Mobile App 00:04:00 Wrap up - Power BI Cloud 00:07:00 Section 12: Row-Level Security Introduction 00:03:00 Creating a Row-Level Security 00:05:00 Row-Level Security in the Cloud 00:04:00 Row-Level Security & Data Model 00:05:00 Dynamic Row-Level Security 00:07:00 Dynamic Many-to-Many RLS 00:04:00 Hierarchical Row-Level Security 00:13:00 Section 13: More data sources JSON & REST API 00:10:00 Setting up a local MySQL database 00:14:00 Connecting to a MySQL database in Power BI 00:05:00 Connecting to a SQL database (PostgreSQL) 00:05:00 Section 14: Next steps to improve & stay up to date Congratulations & next steps 00:06:00 The End 00:01:00 Resources Resources - Microsoft Power BI Masterclass 2021 00:00:00 Assignment Assignment - Microsoft Power BI 00:00:00

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The 'Complete Python Machine Learning & Data Science Fundamentals' course covers the foundational concepts of machine learning, data science, and Python programming. It includes hands-on exercises, data visualization, algorithm evaluation techniques, feature selection, and performance improvement using ensembles and parameter tuning. Learning Outcomes: Understand the fundamental concepts and types of machine learning, data science, and Python programming. Learn to prepare the system and environment for data analysis and machine learning tasks. Master the basics of Python, NumPy, Matplotlib, and Pandas for data manipulation and visualization. Gain insights into dataset summary statistics, data visualization techniques, and data preprocessing. Explore feature selection methods and evaluation metrics for classification and regression algorithms. Compare and select the best machine learning model using pipelines and ensembles. Learn to export, save, load machine learning models, and finalize the chosen models for real-time predictions. Why buy this Complete Python Machine Learning & Data Science Fundamentals? Unlimited access to the course for forever Digital Certificate, Transcript, student ID all included in the price Absolutely no hidden fees Directly receive CPD accredited qualifications after course completion Receive one to one assistance on every weekday from professionals Immediately receive the PDF certificate after passing Receive the original copies of your certificate and transcript on the next working day Easily learn the skills and knowledge from the comfort of your home Certification After studying the course materials of the Complete Python Machine Learning & Data Science Fundamentals there will be a written assignment test which you can take either during or at the end of the course. After successfully passing the test you will be able to claim the pdf certificate for £5.99. Original Hard Copy certificates need to be ordered at an additional cost of £9.60. Who is this course for? This Complete Python Machine Learning & Data Science Fundamentals course is ideal for Students Recent graduates Job Seekers Anyone interested in this topic People already working in the relevant fields and want to polish their knowledge and skill. Prerequisites This Complete Python Machine Learning & Data Science Fundamentals does not require you to have any prior qualifications or experience. You can just enrol and start learning.This Complete Python Machine Learning & Data Science Fundamentals 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. Career path As this course comes with multiple courses included as bonus, you will be able to pursue multiple occupations. This Complete Python Machine Learning & Data Science Fundamentals is a great way for you to gain multiple skills from the comfort of your home. 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 00:08:00 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 Understanding the CSV data file 00:09:00 Load and Read CSV data file using NumPy Load and Read CSV data file using Python Standard Library 00:09:00 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 00:07:00 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 - Python Machine Learning & Data Science Fundamentals 00:00:00

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