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The curriculum extends into specialised areas such as Mobile and Web Development, SQL Training, and strategies for launching your own SaaS company. This Software Engineering: Software and Web Development bundle consists of the following courses: Course 01: Diploma in Complete Web Development at QLS Level 5 Course 02: Python For Beginners Part 1 Course 03: Coding Essentials - Javascript, ASP. Net, C# - Bonus HTML Course 04: Diploma in Front-End Web Development (HTML, CSS, & Bootstrap) Course 05: Mobile and Web Development Course 06: Web Application Penetration Testing Course Course 07: C# Basics Course 08: SQL Training Course 09: How To Startup Your Own SaaS (Software As a Service) Company (SaaS Evolution) Step into a promising career in software and web development with our expertly tailored course bundle. With state-of-the-art training that aligns with current industry demands, your dream job is just a course away. Enrol now and begin your journey to becoming a pivotal figure in the tech revolution! Learning Outcomes of this Bundle: Master foundational programming concepts with Python, C#, and Javascript. Craft captivating user interfaces using HTML, CSS, and Bootstrap. Develop interactive web applications for desktop and mobile. Safeguard web systems through ethical penetration testing techniques. Launch your own software venture with SaaS business strategies. Manage and manipulate data effectively with SQL. Enrol now and unlock your potential in Software and Web Development. Why Prefer this Course? Get a Free QLS Endorsed & CPD Accredited Certificate upon completion of the course Get a Free Student ID Card with this training program (£10 postal charge will be applicable for international delivery) The course is Affordable and Simple to understand Get Lifetime Access to the course materials The training program comes with 24/7 Tutor Support Start your learning journey straight away! Moreover, this diploma offers learners the opportunity to acquire skills that are highly valued in the field of Software Engineering. With this Certification, graduates are better positioned to pursue career advancement and higher responsibilities within the Software Engineering setting. The skills and knowledge gained from this course will enable learners to make meaningful contributions to Software Engineering-related fields, impacting their Software Engineering experiences and long-term development. Course Curriculum Course 01: Diploma in Complete Web Development at QLS Level 5 Module 01: HTML 5 Module 02: CSS 3 Module 03: Bootstrap Module 04: Project 1 - Design a Landing Page Module 05: Project 2 - Business Website Module 06: Project 3 - Portfolio Course 02: Python For Beginners Part 1 Module 01: Introduction to the Python for Beginners Course Module 02: Getting Started with Python Module 03: Data Types and Operators Module 04: Data Structures Module 05: Control Flow Course 03: Coding Essentials - Javascript, ASP. Net, C# - Bonus HTML Module 01: Introduction Module 02: HTML Module 03: HTML Basic Module 04: HTML Intermediate Module 05: HTML Advanced Module 06: JavaScript Introduction Module 07: JavaScript Basics Module 08: JavaScript Operators Module 09: JavaScript Conditional Statements Module 10: JavaScript Control Flow Statements Module 11: JavaScript Functions Module 12: JavaScript Error Handling Module 13: JavaScript Client-Side Validations Module 14: C# Introduction Module 15: C# Basic Module 16: C# Operators Module 17: C# Statements Module 18: C# Control Flow Statements Module 19: C# Built-In Coding Module 20: C# Debugging Techniques Module 21: C# Object-Oriented Programming [OOPs] Module 22: C# Methods Module 23: C# Class Encapsulation Module 24: C# Inheritance And Polymorphism Module 25: C# Abstract And Interfaces Module 26: C# Error Handling Techniques =========>>>>> And 27 More Courses <<<<<========= How will I get my Certificate? After successfully completing the course, you will be able to order your Certificates as proof of your achievement. PDF Certificate: Free (Previously it was £12.99*30 = £390) CPD Hard Copy Certificate: Free (For The First Course: Previously it was £29.99) QLS Endorsed Hard Copy Certificate: Free (For The Title Course: Previously it was £119) CPD 230 CPD hours / points Accredited by CPD Quality Standards Who is this course for? Anyone interested in learning more about the topic is advised to take this bundle. This bundle is ideal for: Aspiring software developers Budding web designers Future tech entrepreneurs IT professionals expanding skills Students in tech fields Career switchers to tech Requirements You will not need any prior background or expertise to enrol in this course. Career path After completing this bundle, you are to start your career or begin the next phase of your career. Software Developer: £30,000 - £70,000 Web Developer: £25,000 - £55,000 Front-End Developer: £30,000 - £50,000 SQL Database Administrator: £30,000 - £60,000 Penetration Tester: £35,000 - £70,000 Certificates CPD Accredited Digital Certificate Digital certificate - Included Upon passing the Course, you need to order a Digital Certificate for each of the courses inside this bundle as proof of your new skills that are accredited by CPD QS for Free. CPD Accredited Hard Copy Certificate Hard copy certificate - £29.99 Please note that International students have to pay an additional £10 as a shipment fee. Diploma in Complete Web Development at QLS Level 5 Hard copy certificate - £119 Please note that International students have to pay an additional £10 as a shipment fee.
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Course Curriculum Introduction Welcome 00:02:00 Start & Have Powerful First Interactions 3 Best Ways To Always Start A Conversation 00:06:00 What To Say In Social Interactions 00:11:00 Never Run Out Of Things To Say Again! 00:06:00 Winning Mindset For Social Success 00:05:00 Join Group Conversations 00:04:00 Develop Rapport & Connection Fast Connect With People Fast 00:04:00 Make People Like You 00:06:00 Attractive Social Energy 00:08:00 Destroy Your Social Fears Fear Of Approaching People 00:10:00 Fear Of Rejection 00:07:00 Fear Of What People Think Of You 00:07:00 Unleash Your Social Confidence Become Confident in Social Interactions 00:05:00 Become Socially Relaxed & Anxiety Free 00:04:00 Stop Being Shy Socially 00:04:00 Love Yourself 00:02:00 Stop Approval Seeking Behavior 00:04:00 Master The End Of The Interaction Leave A Conversation Politely 00:03:00 Last Impression 00:03:00 Body Language For Social Success Eye Contact 00:07:00 Smiling 00:05:00 Positive & Confident Body Language 00:05:00 Voice 00:03:00 Skills For Social Success Visualization Exercise 00:03:00 Talkative Mood 00:03:00 Your environment 00:05:00
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Course Curriculum Introduction Course Promo 00:02:00 Introduciton & What you will learn in the course 00:04:00 who this course is for 00:02:00 what is nutrition 00:01:00 The principles of healthy dieting 00:04:00 the true dieting pyramid 00:04:00 Calorie Balance Calories Explained 00:04:00 bodyweight and health 00:05:00 Calories & bodyweight in a healthy diet 00:02:00 the twinkie diet 00:02:00 weight loss and health 00:03:00 How many calories do you need daily 00:02:00 How To Determin Your Optimal Calorie Intake 00:03:00 healthy weight ranges 00:02:00 How to lose weight if you are close to the optimal range 00:03:00 How to lose weight when you start from a higher weight 00:02:00 Diet breaks 00:05:00 How to track calories 00:05:00 How to lose weight without tracking calories 00:04:00 Food Composition food composition intro 00:03:00 Protein Composition copy 00:02:00 Carbohydrate Composition copy 00:03:00 Fat Composition copy 00:01:00 Overview food composition 00:03:00 Macronutrients Macros intro 00:01:00 Protein Explained 00:02:00 protein needs for overall health 00:02:00 How Much Carbs should you eat per day copy 00:01:00 How Much Fat Should You Eat Per Day copy 00:04:00 Overview Macronutrients 00:03:00 Nutrient Timing Nutrient Timing Intro 00:02:00 Nutrient Timing Facts 00:04:00 Nutrient Timing Recommendations 00:02:00 Supplements Supplements intro 00:04:00 Why Mulitvitamins arent a good idea 00:02:00 supplements for vegans and vegetarians 00:02:00 supplements for joint health 00:02:00 supplements for improved sleep 00:02:00 supplements for better memory and focus 00:02:00 Supplements Overview 00:01:00 How to naturally increase testosterone 00:07:00 Healthy Eating Fundamentals basics of healthy dieting 00:02:00 making changs towards a healthier diet 00:04:00 How to read a nutrition label copy 00:03:00 Health Myths, Diet Fads & More diet myths into 00:01:00 Dieting myth #1 Carbs are bad for you copy 00:02:00 Dieting Myth #2 Fat is bad for you copy 00:02:00 Dieting Myth #3 Protein is bad for you copy 00:04:00 Dieting Myth #4 Eating Eggs Raises Cllesterol copy 00:01:00 Dieting Myth #5 Avoid Salt At All Cost copy 00:01:00 Dieting Myth #6 Eat several small meals throughout the day to lose weight copy 00:01:00 Dieting Myth #7 Diet Foods Will Lead To Weight Loss copy 00:01:00 Red meat always causes cancer copy 00:03:00 Common Diet Trends Explained Common Diets Intro 2 copy 00:01:00 Gluten Free Diet Explained copy 00:03:00 Paleo Diet Explained copy 00:04:00 Low Carb Diet Explained copy 00:03:00 Intermittend Fasting Explained copy 00:03:00 Vegan Diet Explained copy 00:05:00 Micronutrients (Vitamins & Minerals) Micronutrients Introduction 2 copy 00:01:00 Vitamin A copy 00:02:00 Vitamin B copy 00:01:00 Vitamin C copy 00:01:00 Vitamin D copy 00:02:00 Vitmain E copy 00:01:00 Vitamin K copy 00:01:00 Calcium copy 00:02:00 Magnesium copy 00:01:00 Phosphorus copy 00:01:00 Potassium copy 00:01:00 Sodium copy 00:01:00 Copper copy 00:01:00 Iron copy 00:01:00 Zinc copy** 00:02:00 water copy 00:04:00
Overview This Nutrition : Build Your Diet Plan course will unlock your full potential and will show you how to excel in a career in Nutrition : Build Your Diet Plan. So upskill now and reach your full potential. Everything you need to get started in Nutrition : Build Your Diet Plan is available in this course. Learning and progressing are the hallmarks of personal development. This Nutrition : Build Your Diet Plan will quickly teach you the must-have skills needed to start in the relevant industry. In This Nutrition : Build Your Diet Plan Course, You Will: Learn strategies to boost your workplace efficiency. Hone your Nutrition : Build Your Diet Plan skills to help you advance your career. Acquire a comprehensive understanding of various Nutrition : Build Your Diet Plan topics and tips from industry experts. Learn in-demand Nutrition : Build Your Diet Plan skills that are in high demand among UK employers, which will help you to kickstart your career. 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Process of Evaluation After studying the Nutrition : Build Your Diet Plan course, your skills and knowledge will be tested with a MCQ exam or assignment. You must get a score of 60% to pass the test and get your certificate. Certificate of Achievement Upon successfully completing the Nutrition : Build Your Diet Plan course, you will get your CPD accredited digital certificate immediately. And you can also claim the hardcopy certificate completely free of charge. All you have to do is pay a shipping charge of just £3.99. Who Is This Course for? This Nutrition : Build Your Diet Plan is suitable for anyone aspiring to start a career in Nutrition : Build Your Diet Plan; even if you are new to this and have no prior knowledge on Nutrition : Build Your Diet Plan, this course is going to be very easy for you to understand. And if you are already working in the Nutrition : Build Your Diet Plan field, this course will be a great source of knowledge for you to improve your existing skills and take them to the next level. Taking this Nutrition : Build Your Diet Plan course is a win-win for you in all aspects. 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 This Nutrition : Build Your Diet Plan course has no prerequisite. You don't need any educational qualification or experience to enrol in the Nutrition : Build Your Diet Plan 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 Nutrition : Build Your Diet Plan course. Moreover, this course allows you to learn at your own pace while developing transferable and marketable skills. Course Curriculum Introduction Welcome To The Course & What You Will Learn FREE 00:04:00 Get to Know Your Instructor 00:03:00 Meal Planning Basics Meal Planning Explained 00:04:00 Calories Explained 00:04:00 Micronutrients Introduction 00:01:00 Protein Explained 00:02:00 How much protein do you need to consume per day 00:04:00 Fats explained 00:03:00 How Much Fat Should You Eat Per Day 00:04:00 Carbohydrate Explained 00:03:00 Macronutrients Explained 00:01:00 The Different Types of carbs 00:05:00 How Much Carbs should you eat per day 00:03:00 Meal Timing Intro 2 copy 00:01:00 Protein Timing 00:04:00 Carbohydrate Timing 00:02:00 Fat Timing 00:01:00 Pre-Workout Meal 00:04:00 Post Workout Meal 00:02:00 What About the Anabolic Window 00:01:00 Food Composition Introduction 2 copy 00:02:00 Protein Composition 00:02:00 Carbohydrate Composition 00:03:00 Fat Composition 00:01:00 Supplements Top 3 Beginner Supplements 00:04:00 How to Use Protein Powder When, How Much & With What 00:06:00 How to Use Creatine When,How Much & With What 00:04:00 Other Supplements to consider 00:05:00 Setting Up Your Diet How To Determin Your Optimal Calorie Intake 2 00:03:00 How to Track Calories 00:05:00 Determining Protein Intake 00:01:00 Determining Fat Intake 00:01:00 What About the Ramaining Calories 00:02:00 Determining Meal Structure 00:03:00 Quality Protein Sources 00:01:00 Quality Carbs Sources 00:01:00 Quality Sources Of Fat 00:01:00 Adjusting Your Diet For Weigh Loss & Muscle Gains Adjusting You Diet For Weight Gain 00:04:00 Adjusting Your Diet For Weight Loss 00:05:00 Cheat Days and Cheat Meals 00:05:00 Post Workout Shake 00:02:00 Healthy Dieting Healthy Dieting Intro copy 00:01:00 Dieting myth #1 Carbs are bad for you 00:02:00 Dieting Myth #2 Fat is bad for you 00:02:00 Dieting Myth #3 Protein is bad for you 00:04:00 Dieting Myth #5 Avoid Salt At All Cost 00:01:00 Dieting Myth #6 Eat several small meals throughout the day to lose weight 00:01:00 Dieting Myth #7 Diet Foods Will Lead To Weight Loss 00:01:00 Red Meat Always Causes Cancer 00:03:00 Common Dieting Trends Explained Common Diets Intro Copy 00:01:00 Gluten Free Diet Explained 00:03:00 Paleo Diet Explained 00:04:00 Low Carb Diet Explained 00:03:00 Intermittend Fasting Explained 00:03:00 Vegan Diet Explained 00:05:00 Micronutrients Micronutrients Introduction 00:01:00 Vitamin A 00:02:00 Vitamin B 00:01:00 Vitamin C 00:01:00 Vitamin D 00:02:00 Vitmain E 00:01:00 Vitamin K 00:01:00 Calcium 00:02:00 Magnesium 00:01:00 Phosphorus 00:01:00 Potassium 00:01:00 Sodium 00:01:00 Copper 00:01:00 Iron 00:01:00 Zinc 00:02:00 Water 00:04:00 More Dieting Tips & Strategies Intro Specific dieting tips and strategies 00:01:00 5 Best Supplements to Boost Your Immune System 00:04:00 How to Read a Nutrition Label 00:03:00 How to Do You Own Research 00:04:00
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Overview This British Sign Language Level 1 course will unlock your full potential and will show you how to excel in a career in British Sign Language Level 1. So upskill now and reach your full potential. Everything you need to get started in British Sign Language Level 1 is available in this course. Learning and progressing are the hallmarks of personal development. This British Sign Language Level 1 will quickly teach you the must-have skills needed to start in the relevant industry. In This British Sign Language Level 1 Course, You Will: Learn strategies to boost your workplace efficiency. Hone your British Sign Language Level 1 skills to help you advance your career. Acquire a comprehensive understanding of various British Sign Language Level 1 topics and tips from industry experts. Learn in-demand British Sign Language Level 1 skills that are in high demand among UK employers, which will help you to kickstart your career. This British Sign Language Level 1 course covers everything you must know to stand against the tough competition in the British Sign Language Level 1 field. The future is truly yours to seize with this British Sign Language Level 1. Enrol today and complete the course to achieve a British Sign Language Level 1 certificate that can change your professional career forever. Additional Perks of Buying a Course From Institute of Mental Health Study online - whenever and wherever you want. One-to-one support from a dedicated tutor throughout your course. Certificate immediately upon course completion 100% Money back guarantee Exclusive discounts on your next course purchase from Institute of Mental Health Enrolling in the British Sign Language Level 1 course can assist you in getting into your desired career quicker than you ever imagined. So without further ado, start now. Process of Evaluation After studying the British Sign Language Level 1 course, your skills and knowledge will be tested with a MCQ exam or assignment. You must get a score of 60% to pass the test and get your certificate. Certificate of Achievement Upon successfully completing the British Sign Language Level 1 course, you will get your CPD accredited digital certificate immediately. And you can also claim the hardcopy certificate completely free of charge. All you have to do is pay a shipping charge of just £3.99. Who Is This Course for? This British Sign Language Level 1 is suitable for anyone aspiring to start a career in British Sign Language Level 1; even if you are new to this and have no prior knowledge on British Sign Language Level 1, this course is going to be very easy for you to understand. And if you are already working in the British Sign Language Level 1 field, this course will be a great source of knowledge for you to improve your existing skills and take them to the next level. Taking this British Sign Language Level 1 course is a win-win for you in all aspects. 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 This British Sign Language Level 1 course has no prerequisite. You don't need any educational qualification or experience to enrol in the British Sign Language Level 1 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 British Sign Language Level 1 course. Moreover, this course allows you to learn at your own pace while developing transferable and marketable skills. Course Curriculum British Sign language (BSL) Level 1 Online Course Introduction to BSL FREE 00:04:00 Alphabet Finger spelling and Names Practice Alphabet with 00:01:00 Alphabet 00:01:00 Fingerspelling test 00:01:00 Fingerspelling replay 00:01:00 Names test 00:04:00 Names replay 00:04:00 Greetings Greetings 00:05:00 Greetings without voice try these yourself 00:04:00 Family, question forms and family story Family Vocabulary 00:02:00 Family vocabulary test your memory 00:03:00 Question forms 00:01:00 Question forms test your memory 00:01:00 Family story test 00:03:00 Family Story Recap How did you do 00:03:00 Rooms in the house vocabulary Rooms in the house Vocabulary 00:02:00 Kitchen Vocabulary 00:02:00 Bathroom Vocabulary 00:01:00 Bedroom Vocabulary 00:01:00 Living room and Dining room Vocabulary 00:02:00 Study Vocabulary 00:01:00 Utility room Vocabulary 00:01:00 Garden Vocabulary 00:01:00 Colours Colours 00:01:00 Colours test yourself 00:01:00 Questions and statements about the home Questions and statements about home test 00:01:00 Questions and statements about the home replay were you right 00:01:00 Animals Animal Vocabulary 00:03:00 Animal vocab replay test your knowledge 00:03:00 Short animal story 00:01:00 Short animal story replay were you right 00:01:00 Animal and pet questions 00:01:00 Numbers and Money Numbers 1-30 00:02:00 Numbers 1-30 replay without voice test yourself 00:02:00 Numbers 10's, 100's 00:02:00 Numbers 10's, 100's replay without voice test yourself 00:01:00 Mixed number test 00:01:00 Mixed number test replay 00:01:00 Money £1 - £20 00:01:00 Money £1 - £20 replay test your knowledge 00:01:00 Mixed money test 00:01:00 Mixed money test replay 00:01:00 Time and Months of the Year Time 1 o'clock to 12 o'clock 00:01:00 Days of the week 00:01:00 Months of the year 00:01:00 Time periods 00:02:00 Time periods replay test your knowledge 00:02:00 Describing Ages Describing ages 00:01:00 Describing ages replay without voice test your knowledge 00:01:00 Number and ages phrase test 00:02:00 Number & Ages phrase test replay 00:02:00 Mixed time, ages and money test 00:03:00 Mixed time, ages, and money test replay 00:03:00 Weather Weather Vocabulary 00:02:00 Weather vocab without voice test your understanding 00:02:00 Weather phrase test 00:04:00 Weather phrase test replay 00:02:00 Transport Transport Vocabulary 00:04:00 Transport vocabulary without subtitles - test yourself 00:04:00 Transport phrases without subtitles 00:03:00 Transport phrases replay with subtitles 00:03:00 Directions Directions Vocabulary 00:02:00 Directions vocabulary without subtitles test yourself 00:02:00 Direction phrases test without subtitles 00:03:00 Direction phrases replay with subtitles 00:03:00 Hobbies Hobbies Vocabulary 00:03:00 Hobbies vocabulary without subtitles test yourself 00:03:00 Hobbies phrases test 00:04:00 Hobbies phrases replay with subtitles 00:04:00 Work Work Vocabulary 00:05:00 Work vocabulary without subtitles test yourself 00:05:00 Work phrases test 00:04:00 Work phrases replay with subtitles 00:04:00 Food and Drink Food and Drink Vocabulary 00:08:00 Food and drink without subtitles 00:08:00 Food and drink phrases without subtitles 00:04:00 Food and Drink phrases replay with subtitles 00:04:00 Dialogues No Voice No Subtitles The broken car 00:02:00 Tom's 18th Birthday Party 00:03:00 New House 00:05:00 At the bank without 00:01:00 On a train 00:02:00 Going to a restaurant without 00:02:00 Going on a picnic without 00:02:00 Job interview day 00:01:00 Horse riding without 00:09:00 I'm lost and need directions 00:01:00 Valentine's Day 00:04:00 A day in hospital without 00:01:00 Learning to drive 00:02:00 Meeting up with the family 00:01:00 Dialogues with voice and subtitles The broken car 00:02:00 Tom's 18th birthday party 00:02:00 New house 00:02:00 At the bank 00:01:00 On a train 00:02:00 Going to a restaurant 00:02:00 Going on a picnic 00:02:00 Job interview day 00:02:00 Horse riding 00:01:00 I'm lost and need directions 00:01:00 Valentines Day 00:01:00 A day in hospital 00:02:00 Learning to drive 00:03:00 School reunion 00:02:00 Meeting up with the family 00:02:00 Bonus 5 Stories with voice and subtitles Tom's 18th Birthday Party 00:03:00 New house 00:05:00 On a Train 00:05:00 Valentines day 00:04:00 Learning to drive 00:03:00 Bonus 5 stories with no voice over Tom's 18th Birthday Party 00:03:00 New House 00:05:00 On a train 00:04:00 Valentine's Day 00:04:00 Learning to drive 00:03:00 Refer a Friend Refer a Friend and Claim One Course for FREE 00:00:00
Are you ready to be at the helm, steering the ship into a realm where data is the new gold? In the infinite world of data, where information spirals at breakneck speed, lies a universe rich in potential and discovery: the domain of Data Science and Visualisation. This 'Certificate in Data Science and Visualisation with Machine Learning at QLS Level 3' course unravels the wonders of extracting meaningful insights using Python, the worldwide leading language of data experts. Harnessing the strength of Python, you'll delve deep into data analysis, experience the finesse of visualisation tools, and master the art of Machine Learning. The need to understand, interpret, and act on this data has become paramount, with vast amounts of data increasing the digital sphere. Envision a canvas where raw numbers are transformed into visually compelling stories, and machine learning models foretell future trends. This course provides a meticulous pathway for anyone eager to learn the data representation paradigms backed by Python's robust libraries. Dive into a curriculum rich with analytical explorations, visual artistry, and machine learning predictions. Learning Outcomes Understanding the foundations and functionalities of Python, focusing on its application in data science. Applying various Python libraries like NumPy and Pandas for effective data analysis. Demonstrating proficiency in creating detailed visual narratives using tools like matplotlib, Seaborn, and Plotly. Implementing Machine Learning algorithms in Python using scikit-learn, ranging from regression models to clustering techniques. Designing and executing a holistic data analysis and visualisation project, encapsulating all learned techniques. Exploring advanced topics, encompassing recommender systems and natural language processing with Python. Attaining the confidence to independently analyse complex data sets and translate them into actionable insights. Video Playerhttps://studyhub.org.uk/wp-content/uploads/2021/03/Data-Science-and-Visualisation-with-Machine-Learning.mp400:0000:0000:00Use Up/Down Arrow keys to increase or decrease volume. Why buy this Certificate in Data Science and Visualisation with Machine Learning at QLS Level 3? Unlimited access to the course for a lifetime. Opportunity to earn a certificate accredited by the CPD Quality Standards after completing this course. Structured lesson planning in line with industry standards. Immerse yourself in innovative and captivating course materials and activities. Assessments are designed to evaluate advanced cognitive abilities and skill proficiency. Flexibility to complete the Certificate in Data Science and Visualisation with Machine Learning at QLS Level 3 Course at your own pace, on your own schedule. Receive full tutor support throughout the week, from Monday to Friday, to enhance your learning experience. Who is this Certificate in Data Science and Visualisation with Machine Learning at QLS Level 3 course for? Aspiring data scientists aiming to harness the power of Python. Researchers keen to enrich their analytical and visualisation skills. Analysts aiming to add machine learning to their toolkit. Developers striving to integrate data analytics into applications. Business professionals desiring data-driven decision-making capabilities. Career path Data Scientist: £55,000 - £85,000 Per Annum Machine Learning Engineer: £60,000 - £90,000 Per Annum Data Analyst: £30,000 - £50,000 Per Annum Data Visualisation Specialist: £45,000 - £70,000 Per Annum Natural Language Processing Specialist: £65,000 - £95,000 Per Annum Business Intelligence Developer: £40,000 - £65,000 Per Annum Prerequisites This Certificate in Data Science and Visualisation with Machine Learning at QLS Level 3 does not require you to have any prior qualifications or experience. You can just enrol and start learning. This Certificate in Data Science and Visualisation with Machine Learning at QLS Level 3 was made by professionals and it is compatible with all PC's, Mac's, tablets and smartphones. You will be able to access the course from anywhere at any time as long as you have a good enough internet connection. Certification After studying the course materials, there will be a written assignment test which you can take at the end of the course. After successfully passing the test you will be able to claim the pdf certificate for £4.99 Original Hard Copy certificates need to be ordered at an additional cost of £8. Endorsed Certificate of Achievement from the Quality Licence Scheme Learners will be able to achieve an endorsed certificate after completing the course as proof of their achievement. You can order the endorsed certificate for only £85 to be delivered to your home by post. For international students, there is an additional postage charge of £10. Endorsement The Quality Licence Scheme (QLS) has endorsed this course for its high-quality, non-regulated provision and training programmes. The QLS is a UK-based organisation that sets standards for non-regulated training and learning. This endorsement means that the course has been reviewed and approved by the QLS and meets the highest quality standards. Please Note: Studyhub is a Compliance Central approved resale partner for Quality Licence Scheme Endorsed courses. Course Curriculum Welcome, Course Introduction & overview, and Environment set-up Welcome & Course Overview 00:07:00 Set-up the Environment for the Course (lecture 1) 00:09:00 Set-up the Environment for the Course (lecture 2) 00:25:00 Two other options to setup environment 00:04:00 Python Essentials Python data types Part 1 00:21:00 Python Data Types Part 2 00:15:00 Loops, List Comprehension, Functions, Lambda Expression, Map and Filter (Part 1) 00:16:00 Loops, List Comprehension, Functions, Lambda Expression, Map and Filter (Part 2) 00:20:00 Python Essentials Exercises Overview 00:02:00 Python Essentials Exercises Solutions 00:22:00 Python for Data Analysis using NumPy What is Numpy? A brief introduction and installation instructions. 00:03:00 NumPy Essentials - NumPy arrays, built-in methods, array methods and attributes. 00:28:00 NumPy Essentials - Indexing, slicing, broadcasting & boolean masking 00:26:00 NumPy Essentials - Arithmetic Operations & Universal Functions 00:07:00 NumPy Essentials Exercises Overview 00:02:00 NumPy Essentials Exercises Solutions 00:25:00 Python for Data Analysis using Pandas What is pandas? A brief introduction and installation instructions. 00:02:00 Pandas Introduction 00:02:00 Pandas Essentials - Pandas Data Structures - Series 00:20:00 Pandas Essentials - Pandas Data Structures - DataFrame 00:30:00 Pandas Essentials - Handling Missing Data 00:12:00 Pandas Essentials - Data Wrangling - Combining, merging, joining 00:20:00 Pandas Essentials - Groupby 00:10:00 Pandas Essentials - Useful Methods and Operations 00:26:00 Pandas Essentials - Project 1 (Overview) Customer Purchases Data 00:08:00 Pandas Essentials - Project 1 (Solutions) Customer Purchases Data 00:31:00 Pandas Essentials - Project 2 (Overview) Chicago Payroll Data 00:04:00 Pandas Essentials - Project 2 (Solutions Part 1) Chicago Payroll Data 00:18:00 Python for Data Visualization using matplotlib Matplotlib Essentials (Part 1) - Basic Plotting & Object Oriented Approach 00:13:00 Matplotlib Essentials (Part 2) - Basic Plotting & Object Oriented Approach 00:22:00 Matplotlib Essentials (Part 3) - Basic Plotting & Object Oriented Approach 00:22:00 Matplotlib Essentials - Exercises Overview 00:06:00 Matplotlib Essentials - Exercises Solutions 00:21:00 Python for Data Visualization using Seaborn Seaborn - Introduction & Installation 00:04:00 Seaborn - Distribution Plots 00:25:00 Seaborn - Categorical Plots (Part 1) 00:21:00 Seaborn - Categorical Plots (Part 2) 00:16:00 Seborn-Axis Grids 00:25:00 Seaborn - Matrix Plots 00:13:00 Seaborn - Regression Plots 00:11:00 Seaborn - Controlling Figure Aesthetics 00:10:00 Seaborn - Exercises Overview 00:04:00 Seaborn - Exercise Solutions 00:19:00 Python for Data Visualization using pandas Pandas Built-in Data Visualization 00:34:00 Pandas Data Visualization Exercises Overview 00:03:00 Panda Data Visualization Exercises Solutions 00:13:00 Python for interactive & geographical plotting using Plotly and Cufflinks Plotly & Cufflinks - Interactive & Geographical Plotting (Part 1) 00:19:00 Plotly & Cufflinks - Interactive & Geographical Plotting (Part 2) 00:14:00 Plotly & Cufflinks - Interactive & Geographical Plotting Exercises (Overview) 00:11:00 Plotly & Cufflinks - Interactive & Geographical Plotting Exercises (Solutions) 00:37:00 Capstone Project - Python for Data Analysis & Visualization Project 1 - Oil vs Banks Stock Price during recession (Overview) 00:15:00 Project 1 - Oil vs Banks Stock Price during recession (Solutions Part 1) 00:18:00 Project 1 - Oil vs Banks Stock Price during recession (Solutions Part 2) 00:18:00 Project 1 - Oil vs Banks Stock Price during recession (Solutions Part 3) 00:17:00 Project 2 (Optional) - Emergency Calls from Montgomery County, PA (Overview) 00:03:00 Python for Machine Learning (ML) - scikit-learn - Linear Regression Model Introduction to ML - What, Why and Types.. 00:15:00 Theory Lecture on Linear Regression Model, No Free Lunch, Bias Variance Tradeoff 00:15:00 scikit-learn - Linear Regression Model - Hands-on (Part 1) 00:17:00 scikit-learn - Linear Regression Model Hands-on (Part 2) 00:19:00 Good to know! How to save and load your trained Machine Learning Model! 00:01:00 scikit-learn - Linear Regression Model (Insurance Data Project Overview) 00:08:00 scikit-learn - Linear Regression Model (Insurance Data Project Solutions) 00:30:00 Python for Machine Learning - scikit-learn - Logistic Regression Model Theory: Logistic Regression, conf. mat., TP, TN, Accuracy, Specificityetc. 00:10:00 scikit-learn - Logistic Regression Model - Hands-on (Part 1) 00:17:00 scikit-learn - Logistic Regression Model - Hands-on (Part 2) 00:20:00 scikit-learn - Logistic Regression Model - Hands-on (Part 3) 00:11:00 scikit-learn - Logistic Regression Model - Hands-on (Project Overview) 00:05:00 scikit-learn - Logistic Regression Model - Hands-on (Project Solutions) 00:15:00 Python for Machine Learning - scikit-learn - K Nearest Neighbors Theory: K Nearest Neighbors, Curse of dimensionality . 00:08:00 scikit-learn - K Nearest Neighbors - Hands-on 00:25:00 scikt-learn - K Nearest Neighbors (Project Overview) 00:04:00 scikit-learn - K Nearest Neighbors (Project Solutions) 00:14:00 Python for Machine Learning - scikit-learn - Decision Tree and Random Forests Theory: D-Tree & Random Forests, splitting, Entropy, IG, Bootstrap, Bagging. 00:18:00 scikit-learn - Decision Tree and Random Forests - Hands-on (Part 1) 00:19:00 scikit-learn - Decision Tree and Random Forests (Project Overview) 00:05:00 scikit-learn - Decision Tree and Random Forests (Project Solutions) 00:15:00 Python for Machine Learning - scikit-learn -Support Vector Machines (SVMs) Support Vector Machines (SVMs) - (Theory Lecture) 00:07:00 scikit-learn - Support Vector Machines - Hands-on (SVMs) 00:30:00 scikit-learn - Support Vector Machines (Project 1 Overview) 00:07:00 scikit-learn - Support Vector Machines (Project 1 Solutions) 00:20:00 scikit-learn - Support Vector Machines (Optional Project 2 - Overview) 00:02:00 Python for Machine Learning - scikit-learn - K Means Clustering Theory: K Means Clustering, Elbow method .. 00:11:00 scikit-learn - K Means Clustering - Hands-on 00:23:00 scikit-learn - K Means Clustering (Project Overview) 00:07:00 scikit-learn - K Means Clustering (Project Solutions) 00:22:00 Python for Machine Learning - scikit-learn - Principal Component Analysis (PCA) Theory: Principal Component Analysis (PCA) 00:09:00 scikit-learn - Principal Component Analysis (PCA) - Hands-on 00:22:00 scikit-learn - Principal Component Analysis (PCA) - (Project Overview) 00:02:00 scikit-learn - Principal Component Analysis (PCA) - (Project Solutions) 00:17:00 Recommender Systems with Python - (Additional Topic) Theory: Recommender Systems their Types and Importance 00:06:00 Python for Recommender Systems - Hands-on (Part 1) 00:18:00 Python for Recommender Systems - - Hands-on (Part 2) 00:19:00 Python for Natural Language Processing (NLP) - NLTK - (Additional Topic) Natural Language Processing (NLP) - (Theory Lecture) 00:13:00 NLTK - NLP-Challenges, Data Sources, Data Processing .. 00:13:00 NLTK - Feature Engineering and Text Preprocessing in Natural Language Processing 00:19:00 NLTK - NLP - Tokenization, Text Normalization, Vectorization, BoW. 00:19:00 NLTK - BoW, TF-IDF, Machine Learning, Training & Evaluation, Naive Bayes 00:13:00 NLTK - NLP - Pipeline feature to assemble several steps for cross-validation 00:09:00 Resources Resources - Data Science and Visualisation with Machine Learning 00:00:00 Order your QLS Endorsed Certificate Order your QLS Endorsed Certificate 00:00:00