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Course Overview Peek into the world of data science and machine learning with the comprehensive Data Science & Machine Learning With R in 2021 course. This course will provide you with a detailed understanding of both machine learning and data science. In addition, you will acquire essential skills to pursue a career in this growing industry. The Data Science & Machine Learning With R in 2021 course will teach you the core concept of data science. You will be able to recognize different data types and structures. From the modules, you will receive an introduction to the intermediate R Section. The course will show you the techniques of data manipulation in R. You will know the process of data visualization with R and learn to create reports with R markdown. The Data Science & Machine Learning With R in 2021 course will provide you with an insight into the fundamentals of machine learning. You will understand the principles of data processing, linear regression, logistic regression and more.  This highly informative Data Science & Machine Learning With R in 2021 course will equip you with the essential skills of data science. If you desire to become a professional data scientist, this course can be your stepping stone. So, enroll in the course and fast track your career. Learning Outcomes Learn the definition of data science Understand the basics of machine learning Enrich your knowledge of data types and structures Know the process of data manipulation in R Gain the ability to create reports with R markdown Become skilled in building web apps with R shiny Who is this course for? Aspiring data scientists or individuals interested in learning data science and machine learning  Entry Requirement This course is available to all learners, of all academic backgrounds. Learners should be aged 16 or over to undertake the qualification. Good understanding of English language, numeracy and ICT are required to attend this course. Certification After you have successfully completed the course, you will be able to obtain an Accredited Certificate of Achievement. You can however also obtain a Course Completion Certificate following the course completion without sitting for the test. Certificates can be obtained either in hardcopy at the cost of £39 or in PDF format at the cost of £24. PDF certificate's turnaround time is 24 hours, and for the hardcopy certificate, it is 3-9 working days. Why choose us? Affordable, engaging & high-quality e-learning study materials; Tutorial videos/materials from the industry-leading experts; Study in a user-friendly, advanced online learning platform; Efficient exam systems for the assessment and instant result; The UK & internationally recognized accredited qualification; Access to course content on mobile, tablet or desktop from anywhere anytime; The benefit of career advancement opportunities; 24/7 student support via email. Career Path  The Data Science & Machine Learning With R in 2021 course is a useful qualification to possess and would be beneficial for any related profession or industry such as: Data Scientist Data Science and Machine Learning Course Intro Data Science and Machine Learning Introduction 00:03:00 What is Data Science 00:10:00 Machine Learning Overview 00:05:00 Who is This Course for 00:03:00 Data Science and Machine Learning Marketplace 00:05:00 Data Science and Machine Learning Job Opportunities 00:03:00 Data Types and Structures in R Getting Started 00:16:00 Basics 00:06:00 Files 00:11:00 RStudio 00:07:00 Tidyverse 00:05:00 Resources 00:04:00 Data Types and Structures in R Unit Introduction 00:30:00 Basic Type 00:09:00 Vector Part One 00:20:00 Vectors Part Two 00:25:00 Vectors - Missing Values 00:16:00 Vectors - Coercion 00:14:00 Vectors - Naming 00:10:00 Vectors - Misc 00:06:00 Creating Matrics 00:31:00 List 00:32:00 Introduction to Data Frames 00:19:00 Creating Data Frames 00:20:00 Data Frames: Helper Functions 00:31:00 Data Frames Tibbles 00:39:00 Intermediate R Intermediate Introduction 00:47:00 Relational Operations 00:11:00 Conditional Statements 00:11:00 Loops 00:08:00 Functions 00:14:00 Packages 00:11:00 Factors 00:28:00 Dates and Times 00:30:00 Functional Programming 00:37:00 Data Import or Export 00:22:00 Database1 00:27:00 Data Manipulation in R Data Manipulation in R Introduction 00:36:00 Tidy Data 00:11:00 The Pipe Operator 00:15:00 The Filter Verb 00:22:00 The Select Verb 00:46:00 The Mutate Verb 00:32:00 The Arrange Verb 00:10:00 The Summarize Verb 00:23:00 Data Pivoting 00:43:00 JSON Parsing 00:11:00 String Manipulation 00:33:00 Web Scraping 00:59:00 Data Visualization in R Data Visualization in R Section Intro 00:17:00 Getting Started 00:16:00 Aesthetics Mappings 00:25:00 Single Variable Plots 00:37:00 Two Variable Plots 00:21:00 Facets, Layering, and Coordinate Systems 00:18:00 Styling and Saving 00:12:00 Creating Reports with R Markdown Creating with R Markdown 00:29:00 Building Webapps with R Shiny Introduction to R Shiny 00:26:00 A Basic R Shiny App 00:31:00 Other Examples with R Shiny 00:34:00 Introduction to Machine Learning Machine Learning Part 1 00:22:00 Machine Learning Part 2 00:47:00 Starting A Career in Data Science Starting a Data Science Career Section Overview 00:03:00 Data Science Resume 00:04:00 Getting Started with Freelancing 00:05:00 Top Freelance Websites 00:05:00 Personal Branding 00:05:00 Importance of Website and Blo 00:04:00 Networking Do's and Don'ts 00:04:00 Certificate and Transcript Order Your Certificates and Transcripts 00:00:00

Highlights of the Course Course Type: Online Learning Duration: 1 to 2 hours Tutor Support: Tutor support is included Customer Support: 24/7 customer support is available Quality Training: The course is designed by an industry expert Recognised Credential: Recognised and Valuable Certification Completion Certificate: Free Course Completion Certificate Included Instalment: 3 Installment Plan on checkout What you will learn from this course? Gain comprehensive knowledge about electrical machines Understand the core competencies and principles of electrical machines Explore the various areas of electrical machines Know how to apply the skills you acquired from this course in a real-life context Become a confident and expert electrical engineer Electrical Machines Online Course for Electrical Engineers - Bundle Course Master the skills you need to propel your career forward in electrical machines. This course will equip you with the essential knowledge and skillset that will make you a confident electrical engineer and take your career to the next level. This comprehensive electrical machines course is designed to help you surpass your professional goals. The skills and knowledge that you will gain through studying this electrical machines course will help you get one step closer to your professional aspirations and develop your skills for a rewarding career. This comprehensive course will teach you the theory of effective electrical machines practice and equip you with the essential skills, confidence and competence to assist you in the electrical machines industry. You'll gain a solid understanding of the core competencies required to drive a successful career in electrical machines. This course is designed by industry experts, so you'll gain knowledge and skills based on the latest expertise and best practices. This extensive course is designed for electrical engineer or for people who are aspiring to specialise in electrical machines. Enrol in this electrical machines course today and take the next step towards your personal and professional goals. Earn industry-recognised credentials to demonstrate your new skills and add extra value to your CV that will help you outshine other candidates. Who is this Course for? This comprehensive electrical machines course is ideal for anyone wishing to boost their career profile or advance their career in this field by gaining a thorough understanding of the subject. Anyone willing to gain extensive knowledge on this electrical machines can also take this course. Whether you are a complete beginner or an aspiring professional, this course will provide you with the necessary skills and professional competence, and open your doors to a wide number of professions within your chosen sector. Entry Requirements This electrical machines course has no academic prerequisites and is open to students from all academic disciplines. You will, however, need a laptop, desktop, tablet, or smartphone, as well as a reliable internet connection. Assessment This electrical machines course assesses learners through multiple-choice questions (MCQs). Upon successful completion of the modules, learners must answer MCQs to complete the assessment procedure. Through the MCQs, it is measured how much a learner could grasp from each section. In the assessment pass mark is 60%. Advance Your Career This electrical machines course will provide you with a fresh opportunity to enter the relevant job market and choose your desired career path. Additionally, you will be able to advance your career, increase your level of competition in your chosen field, and highlight these skills on your resume. Recognised Accreditation This course is accredited by continuing professional development (CPD). CPD UK is globally recognised by employers, professional organisations, and academic institutions, thus a certificate from CPD Certification Service creates value towards your professional goal and achievement. Course Curriculum Course Content Introduction to Electric Machines 00:03:00 Types of Electric Machines and Principle of Electricity Generation 00:09:00 DC Machines Importance and Construction of DC Machines 00:26:00 Armature Winding and EMF Equation 00:39:00 Solved Example 1 00:04:00 Solved Example 2 00:03:00 Solved Example 3 00:07:00 Solved Example 4 00:06:00 Separately Excited DC Machine 00:20:00 Shunt and Series DC Machines 00:25:00 Solved Example 1 on Separately Excited DC Machine 00:07:00 Solved Example 2 on Separately Excited DC Machine 00:07:00 Solved Example 3 on Shunt Generator 00:04:00 Solved Example 4 on Shunt Generator 00:06:00 Solved Example 5 on Series DC Generator 00:06:00 Types and Applications of Compound DC Motors 00:07:00 Torque-Speed Characteristics and Speed Control of Separately Excited DC Motor 00:33:00 Torque-Speed Characteristics of Series DC Motor 00:08:00 Solved Example 1 on Speed Control 00:08:00 Solved Example 2 on Speed Control 00:05:00 Starting of DC Machine 00:13:00 Armature Reaction in DC Machines 00:10:00 Losses in DC Machines 00:03:00 Construction of Transformer What is The Construction of Transformer, Importance and Iron Core 00:02:00 Magnetic Circuit Inside Transformer 00:04:00 Windings of Transformer 00:03:00 Why are Windings Made of Copper 00:01:00 Classification of Windings 00:04:00 Insulating Material and Transformer Oil 00:02:00 Conservator of Transformer 00:02:00 Breather of Transformer 00:03:00 Bushings of Transformer 00:04:00 Tap Changer of Transformer 00:03:00 Cooling Tubes of Transformer 00:01:00 Buchholz Relay of Transformer 00:02:00 Explosion Vent In Transformer 00:02:00 Methods of Cooling In Transformer 00:02:00 Types of Transformers 00:02:00 Power Transformer and Distribution Transformer 00:05:00 Single Phase Core Type Transformer 00:04:00 Single Phase Shell Type Transformer 00:04:00 Three Phase Core Type Transformer 00:01:00 Three Phase Shell Type Transformer 00:01:00 Comparison between Shell and Core CSA 00:01:00 Comparison between Shell and Core Type 00:01:00 Notes 00:03:00 Video Explaining The Components in 3D and Real Life 00:04:00 Fundamentals of Magnetic Circuits for Electrical Engineering Introduction to Magnetic Circuits 00:02:00 Induced Emf and Current 00:04:00 Ampere Right Hand Rule 00:04:00 Magnetic Circuit and Important Definitions 00:06:00 Linear and Non Linear Materials 00:02:00 Flux Linkage and Reluctance 00:03:00 Analogy between Electric and Magnetic Circuits 00:05:00 Fringing Effect 00:01:00 Example 1 Magnetic Circuits 00:06:00 Example 2 00:02:00 Example 3 00:05:00 Application on Magnetic Circuit - Transformers 00:03:00 Theoretical Part on Transformers Introduction to Transformers 00:02:00 Construction of Transformer 00:01:00 Theory of Operation 00:04:00 Ideal Transformer 00:04:00 Non Ideal Transformer 00:02:00 Effect of Loading on Transformer 00:03:00 Transformer Regulation 00:02:00 Transformer Losses 00:03:00 Transformer Efficiency 00:04:00 Transformer Rating 00:01:00 Question 1 00:01:00 Question 2 00:01:00 Question 3 00:01:00 Example 1 00:01:00 Voltage Relation of Transformer 00:04:00 Transformer Exact Equivalent Circuit 00:06:00 Concept of Refereeing 00:04:00 Approximate Equivalent Circuit 00:02:00 Synchronous Machines Construction and Principle of Operation of Synchronous Generator 00:29:00 Principle of Operation of Synchronous Motor 00:24:00 Equivalent Circuit and Phasor Diagram of Non Salient Synchronous Machine 00:29:00 Solved Example 1 on Non Salient Machine 00:04:00 Solved Example 2 on Non Salient Machine 00:10:00 Solved Example 3 on Non Salient Machine 00:07:00 Solved Example 4 on Non Salient Machine 00:04:00 Solved Example 5 on Non Salient Machine 00:07:00 Solved Example 6 on Non Salient Machine 00:03:00 Equivalent Circuit and Phasor Diagram of Salient Synchronous Machine 00:38:00 Solved Example 1 on Salient Machine 00:09:00 Solved Example 2 on Salient Machine 00:05:00 Solved Example 3 on Salient Machine 00:09:00 Parallel Operation of Two Generators 00:17:00 Synchronization of Machine with Grid 00:10:00 Induction Machines Construction and Theory of Operation of Induction Machines 00:27:00 Equivalent Circuit and Power Flow in Induction Motor 00:23:00 Torque-Speed Characteristics of Induction Motor 00:19:00 Solved Example 1 on Induction Motor 00:07:00 Solved Example 2 on Induction Motor 00:06:00 Solved Example 3 on Induction Motor 00:06:00 Solved Example 4 on Induction Motor 00:18:00 Solved Example 5 on Induction Motor 00:13:00 Methods of Speed Control of Induction Motor 00:27:00 Methods of Starting of Induction Motor 00:21:00 Solved Example on Motor Starter 00:14:00 Principle of Operation of Doubly Fed Induction Generator 00:11:00 Self Excited Induction Generator 00:08:00 Obtain Your Certificate Order Your Certificate of Achievement 00:00:00 Get Your Insurance Now Get Your Insurance Now 00:00:00 Feedback Feedback 00:00:00

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Course overview Develop a comprehensive understanding of Organic Chemistry with this Organic chemistry demystified : 12H course + solved problems course. This course provides you with a simplified way of learning Organic Chemistry. The Organic chemistry demystified : 12H course + solved problems training covers numerous solved problems to deepen your knowledge of Organic Chemistry fundamentals. It will provide you with step-by-step instructions on how to draw organic molecules and resonance structures. You will explore the nomenclature of Organic Chemistry and understand the concept of acid-base reactions in Organic Chemistry. In addition, you will identify what mechanisms are there in Organic Chemistry and gain the skills to solve various organic reactions. Enroll right now and take steps to pursue a rewarding career in the field of Chemistry.  Learning Outcomes Be able to read and draw bond-line drawings Learn how to draw resonance structures Gain in-depth knowledge of the Deepen your understanding of acid-base reactions Learn the fundamentals of resonance Identify the impact of resonance on geometry Understand the nomenclature of Organic compounds Learn about the various types of Organic reactions Who Is This Course For? This Organic chemistry demystified: 12H course + solved problems course helps aspiring professionals get started with Organic Chemistry by practicing various problems. Gaining the in-demand skills from this course offers excellent opportunities to pursue a rewarding career in the field of Chemistry.  Entry Requirement This course is available to all learners of all academic backgrounds. Learners should be aged 16 or over. Good understanding of English language, numeracy and ICT skills are required to take this course. Certification After you have successfully completed the course, you will obtain an Accredited Certificate of Achievement. And, you will also receive a Course Completion Certificate following the course completion without sitting for the test. Certificates can be obtained either in hardcopy for £39 or in PDF format at the cost of £24. PDF certificate's turnaround time is 24 hours, and for the hardcopy certificate, it is 3-9 working days. Why Choose Us? Affordable, engaging & high-quality e-learning study materials; Tutorial videos and materials from the industry-leading experts; Study in a user-friendly, advanced online learning platform; Efficient exam systems for the assessment and instant result; United Kingdom & internationally recognized accredited qualification; Access to course content on mobile, tablet and desktop from anywhere, anytime; Substantial career advancement opportunities; 24/7 student support via email. Career Path The Organic chemistry demystified : 12H course + solved problems training provides essential skills that will make you more effective in your role. It would be beneficial for any related profession in the industry, such as: Chemist Synthetic Organic Chemist Group Leader-Organic Chemistry Unit 01: About the Course Introduction 00:02:00 Unit 02: Drawing Organic Molecules How to read bond-line drawings 00:18:00 How to draw bond-line drawings 00:18:00 Identifying formal charges 00:22:00 Finding lone pairs that are not drawn 00:23:00 Unit 03: Resonance What is resonance? 00:05:00 Drawing resonance structures (part 1) 00:40:00 Formal charges in resonance structures 00:19:00 Drawing resonance structures (part 2) 00:25:00 Recognizing patterns 00:30:00 The relative importance of resonance structures 00:19:00 Unit 04: Acid-Base Reactions Introduction to acid - base 00:03:00 Charged atoms 00:08:00 Resonance 00:11:00 Induction 00:09:00 Orbitals 00:15:00 Charged atoms - Resonance - Induction - Orbitals 00:07:00 Showing an acid-base mechanism 00:14:00 Acid-Base equilibrium position 00:06:00 Unit 05: Geometry Orbitals 00:15:00 Goemetry of orbitals 00:15:00 Impact of resonance on geometry 00:01:00 Unit 06: Nomenclature Introduction to nomenclature 00:03:00 Functional group 00:07:00 Unsaturation 00:04:00 Parent 00:09:00 Substituents 00:10:00 'cis' - 'trans' stereoisomerism 00:04:00 'E' - 'Z' stereoisomerism 00:04:00 Localizing substituents in parent chain 00:12:00 From structure to name 00:20:00 Unit 07: Conformations Introduction to conformations 00:02:00 Newman projection 00:10:00 Relative stability of Newman projections 00:08:00 Drawing chair conformations 00:02:00 Drawing substituents in chair conformations 00:12:00 Ring flipping 00:10:00 Comparing stability of chair conformations 00:10:00 Unit 08: Configurations Introduction to configurations 00:01:00 Locating stereocenters 00:04:00 Determining the configuration of a stereocenter 00:18:00 Nomenclature 00:12:00 Enantiomers 00:08:00 Diastereomers 00:05:00 Meso compounds 00:04:00 Fischer projections 00:11:00 Unit 09: Mechanisms Introduction to mechanisms 00:02:00 Nucleophiles and electrophiles 00:09:00 Arrows used for mechanisms 00:14:00 Carbocation 00:15:00 Unit 10: Substitution Reactions SN1 SN2 mechanisms 00:10:00 Factor #1: the electrophile 00:06:00 Factor #2: the nucleophile 00:04:00 Factor #3: the leaving group 00:05:00 Factor #4: the solvent 00:05:00 Combining all 4 factors 00:10:00 Unit 11: Elimination Reactions Introduction to elimination reactions 00:02:00 E1 mechanism 00:08:00 E2 mechanism 00:20:00 Unit 12: Substitution vs Elimination Introduction to substitution vs elimination 00:03:00 Determining the function of the reagent 00:04:00 Identifying the mechanism(s) 00:11:00 Predicting regiochemical and stereochemical outcomes 00:16:00 Unit 13: Addition Reactions Introduction to addition reactions 00:01:00 Regiochemistry 00:05:00 Stereochemistry 00:18:00 Hydrogenation: adding H-H 00:07:00 Hydrohalogenation: adding hydrogen halide, H-X 00:09:00 Hydrobromination : adding H-Br 00:09:00 Hydration: adding H-OH 00:12:00 Adding Br and Br 00:05:00 Halohydrin formation: adding Br and OH 00:08:00 'Anti' dihydroxylation: adding OH and OH 00:07:00 'syn' dihydroxylation : adding OH and OH 00:04:00 Ozonolysis 00:03:00 Reactions summary 00:01:00 Unit 14: Synthesis Techniques One-step synthesis 00:03:00 Combining reactions: changing the position of a leaving group 00:03:00 Combining reactions: changing the position of a double bond 00:02:00 Combining reactions: introducing functionality 00:03:00 Unit 15: Wrapping Up and Bonus Thank you for enrolling and announcing part 2 00:01:00 Certificate and Transcript Order Your Certificates and Transcripts 00:00:00

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