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Security Management: Security Management Course Online Introducing Our Comprehensive Security Management: Security Management Course: Safeguarding Your Future In an increasingly complex and evolving world, the importance of security management cannot be overstated. Organisations of all sizes and industries are constantly facing new and sophisticated threats that put their assets, employees, and reputation at risk. That's why we are thrilled to present our exclusive Security Management: Security Management Course, designed to equip you with the knowledge, skills, and strategies to protect and secure your organisation effectively. Our Security Management: Security Management Course is meticulously crafted by industry experts who have years of practical experience in security management. We provide you with up-to-date knowledge and techniques to navigate the ever-changing landscape of threats and risks. Our instructors are seasoned professionals with extensive backgrounds in security management. They bring a wealth of knowledge, industry best practices, and insider tips to the classroom, offering you valuable mentorship and guidance throughout the Security Management: Security Management Course. If you want to learn about Security Management: Security Management Course and become an expert in the field, you have arrived at the right place. Main Course: Security Management Course Free Courses included with Security Management: Security Management Course Course 01: IT Security Course 02: Cyber Security Course 03: General Data Protection (GDPR) Course 04: Financial Advisor [ Note: Free PDF certificate as soon as completing the Security Management: Security Management Course] Security Management: Security Management Course Online This Security Management: Security Management Course consists of 10 modules. Course Curriculum of Security Management: Security Management Course Module 01: Importance of Security Module 02: Physical Security Management Module 03: The Use of Technology for Managing Security Module 04: Security Systems Integration Module 05: Crisis Management Module 06: Risk Management & Security Module 07: Cyber Security Tools & Techniques Module 08: Developing Cyber Security Policies Module 09: Conflict Management for Security Professionals Module 10: Handling Workplace Violence Assessment Method of Security Management: Security Management Course After completing Security Management: Security Management Course, you will get quizzes to assess your learning. You will do the later modules upon getting 60% marks on the quiz test. Apart from this, you do not need to sit for any other assessments. Certification of Security Management: Security Management Course After completing the Security Management: Security Management Course, you can instantly download your certificate for FREE. The hard copy of the certification will also be delivered to your doorstep via post, which will cost £13.99. Who is this course for? Security Management: Security Management Course Online This Security Management: Security Management Course is suitable for young people in schools or colleges. Requirements Security Management: Security Management Course Online To enrol in this Security Management: Security Management Course, students must fulfil the following requirements: Good Command over English language is mandatory to enrol in our Security Management: Security Management Course. Be energetic and self-motivated to complete our Security Management: Security Management Course. Basic computer Skill is required to complete our Security Management: Security Management Course. If you want to enrol in our Security Management: Security Management Course, you must be at least 15 years old.

AML: AML (Anti Money Laundering) Course Online **SUMMER SALE OFFER----SUMMER SALE OFFER** ➽➽➽ Latest Updated (05 November 2024) Do you want to learn a great deal about AML: AML (Anti Money Laundering)? This excellent AML (Anti Money Laundering) course educates you to ensure an enjoyable learning experience. To advance your profession, you will learn everything there is to know about AML: AML (Anti Money Laundering): AML: AML (Anti Money Laundering) . From A Brief Introduction of Money Laundering to all training and awareness, this AML: AML (Anti Money Laundering): AML: AML (Anti Money Laundering) course is broken up into numerous parts. AML: AML(Anti Money Laundering) course content also covers the Proceeds of Crime Act of 2002 and the Development of AML( Anti Money Laundering) Legislation. This AML: AML (Anti Money Laundering): AML: AML (Anti Money Laundering) training also covers responsibility of the officer, risk management, and client handling. You will study the record-keeping procedure and agent management system after completing this AML: AML (Anti Money Laundering): AML: AML (Anti Money Laundering) course. Gain expertise in AML (Anti Money Laundering) compliance with our specialized course. Explore AML: AML (Anti Money Laundering): AML: AML (Anti Money Laundering) regulations, risk assessment, and more. Elevate your career prospects with AML (Anti Money Laundering) knowledge. Enroll now and become an AML: AML (Anti Money Laundering): AML: AML (Anti Money Laundering) specialist. Improve your knowledge right away with our specialised AML: AML (Anti Money Laundering) course! Free courses included with AML: AML (Anti Money Laundering) Course Course 01: Anti Money Laundering (AML) Training Course 02: Level 5 Accounting and Finance Course 03: General Data Protection (GDPR) Course 04: Level 5 Diploma in Risk Management Course 05: Financial Advisor Special Offers of this AML: AML (Anti Money Laundering) Course: This AML: AML (Anti Money Laundering) Course includes a FREE PDF Certificate. Lifetime access to this AML: AML (Anti Money Laundering) Course Instant access to this AML: AML (Anti Money Laundering) Course 24/7 Support Available to this AML: AML (Anti Money Laundering) Course [ Note: Free PDF certificate as soon as completing the Anti Money Laundering AML: AML (Anti Money Laundering) Course] AML: AML (Anti Money Laundering) Course Online Course Curriculum of AML: AML (Anti Money Laundering) Course Module 01: A Quick Overview of Money Laundering Module 02: Proceeds of Crime Act 2002 Module 03: Evolution of Anti Money Laundering Regulation Module 04: Responsibility of the Money Laundering Reporting Officer Module 05: Risk-based Approach Module 06: Customer Due Diligence - CDD Module 07: Record Keeping Module 08: Employees and Agents Awareness and Training Assessment Method of AML: AML (Anti Money Laundering) Course After completing AML: AML (Anti Money Laundering): AML: AML (Anti Money Laundering) Course, you will get quizzes to assess your learning. You will do the later modules upon getting 60% marks on the quiz test. Apart from this, you do not need to sit for any other assessments. Certification of AML: AML (Anti Money Laundering) Course After completing the AML: AML (Anti Money Laundering): AML: AML (Anti Money Laundering) Course, you can instantly download your certificate for FREE. The hard copy of the certification will also be delivered to your doorstep via post, which will cost £13.99. Who is this course for? AML: AML (Anti Money Laundering) Course Online No previous knowledge or experience is required for this AML: AML (Anti Money Laundering) Course. Requirements AML: AML (Anti Money Laundering) Course Online To enrol in this AML: AML (Anti Money Laundering) Course, students must fulfil the following requirements: Good Command over English language is mandatory to enrol in our AML: AML (Anti Money Laundering) Course. Be energetic and self-motivated to complete our AML: AML (Anti Money Laundering) Course. Basic computer Skill is required to complete our AML: AML (Anti Money Laundering) Course. If you want to enrol in our AML: AML (Anti Money Laundering) Course, you must be at least 15 years old. Career path AML: AML (Anti Money Laundering) Course Online Those with strong AML: AML (Anti Money Laundering) understanding will have many options available to them. Including: Money Laundering Reporting Officer AML (Anti Money Laundering) Analysts AML (Anti Money Laundering) Officer Risk & Compliance Analyst Manager Director

Overview This comprehensive course on Electrical Machines for Electrical Engineering will deepen your understanding on this topic. After successful completion of this course you can acquire the required skills in this sector. This Electrical Machines for Electrical Engineering comes with accredited certification from CPD, which will enhance your CV and make you worthy in the job market. So enrol in this course today to fast track your career ladder. How will I get my certificate? You may have to take a quiz or a written test online during or after the course. After successfully completing the course, you will be eligible for the certificate. Who is This course for? There is no experience or previous qualifications required for enrolment on this Electrical Machines for Electrical Engineering. It is available to all students, of all academic backgrounds. Requirements Our Electrical Machines for Electrical Engineering is fully compatible with PC's, Mac's, Laptop, Tablet and Smartphone devices. This course has been designed to be fully compatible with tablets and smartphones so you can access your course on Wi-Fi, 3G or 4G. There is no time limit for completing this course, it can be studied in your own time at your own pace. Career Path Having these various qualifications will increase the value in your CV and open you up to multiple sectors such as Business & Management, Admin, Accountancy & Finance, Secretarial & PA, Teaching & Mentoring etc. Course Curriculum 8 sections • 108 lectures • 14:20:00 total length •Module 1- Introduction to Electric Machines: 00:03:00 •Module 2- Types of Electric Machines and Principle of Electrical Generation: 00:09:00 •Module 1- Importance and Construction of DC Machines: 00:26:00 •Module 2- Armature Winding and EMF Equation: 00:40:00 •Module 3-Solved Example 1: 00:05:00 •Module 4-Solved Example 2: 00:04:00 •Module 5-Solved Example 3: 00:07:00 •Module 6-Solved Example 4: 00:06:00 •Module 7-Separately Excited DC Machine: 00:21:00 •Module 8-Shunt and Series DC Machines: 00:25:00 •Module 9-Solved Example 1 on Separately Excited DC Machine: 00:07:00 •Module 10-Solved Example 2 on Separately Excited DC Machine: 00:07:00 •Module 11-Solved Example 3 on Shunt Generator: 00:04:00 •Module 12-Solved Example 4 on Shunt Generator: 00:07:00 •Module 13-Solved Example 5 on Series DC Generator: 00:06:00 •Module 14-Types and Applications of Compound DC Motors: 00:07:00 •Module 15- Torque-Speed Characteristics and Speed Control of Separately Excited DC Motor: 00:33:00 •Module 16- Torque-Speed Characteristics of Series DC Motor: 00:08:00 •Module 17-Solved Example 1 on Speed Control: 00:08:00 •Module 18-Solved Example 2 on Speed Control: 00:06:00 •Module 19- Starting of DC Machine: 00:14:00 •Module 20- Armature Reaction in DC Machines: 00:10:00 •Module 21-Losses in DC Machines: 00:04:00 •Module 1- What is a Transformer: 00:02:00 •Module 2- Importance of Transformer: 00:04:00 •Module 3-Iron Core of Transformer: 00:04:00 •Module 4- Magnetic Circuit Inside Transformer: 00:05:00 •Module 5- Windings of Transformer: 00:03:00 •Module 6- Why are Windings Made of Copper: 00:01:00 •Module 7- Classification of Windings: 00:05:00 •Module 8- Insulating Material and Transformer Oil: 00:02:00 •Module 9- Conservator of Transformer: 00:03:00 •Module 10- Breather of Transformer: 00:04:00 •Module 11- Bushings of Transformer: 00:04:00 •Module 12- Tap Changer of Transformer: 00:03:00 •Module 13- Cooling Tubes of Transformer: 00:01:00 •Module 14- Buchholz Relay of Transformer: 00:02:00 •Module 15- Explosion Vent: 00:02:00 •Module 16- Methods of Cooling: 00:03:00 •Module 17-Types of Transformers: 00:03:00 •Module 18- Power Transformer and Distribution Transformer: 00:05:00 •Module 19- Single Phase Core Type Transformer: 00:04:00 •Module 20-Single Phase Shell Type Transformer: 00:05:00 •Module 21- 3 Phase Core Type: 00:02:00 •Module 22- 3 Phase Shell Type: 00:01:00 •Module 23- Comparison between Shell and Core CSA: 00:01:00 •Module 24- Comparison between Shell and Core Type: 00:01:00 •Module 25- Notes: 00:03:00 •Module 26-Video Explaining The Components in 3D and Real Life: 00:05:00 •Module 1- Introduction to Magnetic Circuits: 00:02:00 •Module 2- Induced Emf and Current: 00:04:00 •Module 3- Ampere Right Hand Rule: 00:04:00 •Module 4- Magnetic Circuit and Important Definitions: 00:06:00 •Module 5- Linear and Non Linear Materials: 00:03:00 •Module 6-Flux Linkage and Reluctance: 00:04:00 •Module 7- Analogy between Electric and Magnetic Circuits: 00:06:00 •Module 8- Fringing Effect: 00:02:00 •Module 9- Example 1 Magnetic Circuits: 00:07:00 •Module 10- Example 2: 00:03:00 •Module 11- Example 3: 00:06:00 •Module 12- Application on Magnetic Circuit - Transformers: 00:04:00 •Module 1- Introduction to Transformers: 00:02:00 •Module 2- Construction of Transformer: 00:02:00 •Module 3-Theory of Operation: 00:04:00 •Module 4- Ideal Transformer: 00:05:00 •Module 5-Non Ideal Transformer: 00:02:00 •Module 6- Effect of Loading on Transformer: 00:03:00 •Module 7- Transformer Regulation: 00:03:00 •Module 8- Transformer Losses: 00:03:00 •Module 9- Transformer Efficiency: 00:05:00 •Module 10- Transformer Rating: 00:02:00 •Module 11- Question 1: 00:01:00 •Module 12- Question 2: 00:02:00 •Module 13- Question 3: 00:01:00 •Module 14- Example 1: 00:01:00 •Module 15- Voltage Relation of Transformer: 00:04:00 •Module 16- Transformer Exact Equivalent Circuit: 00:06:00 •Module 17- Concept of Refereeing: 00:04:00 •Module 18- Approximate Equivalent Circuit: 00:02:00 •Module 1- Construction and Principle of Operation of Synchronous Generator: 00:29:00 •Module 2- Principle of Operation of Synchronous Motor: 00:24:00 •Module 3- Equivalent Circuit and Phasor Diagram of Non Salient Synchronous Machine: 00:29:00 •Module 4-Solved Example 1 on Non Salient Machine: 00:05:00 •Module 5-Solved Example 2 on Non Salient Machine: 00:11:00 •Module 6-Solved Example 3 on Non Salient Machine: 00:07:00 •Module 7- Solved Example 4 on Non Salient Machine: 00:04:00 •Module 8-Solved Example 5 on Non Salient Machine: 00:07:00 •Module 9-Solved Example 6 on Non Salient Machine: 00:03:00 •Module 10- Equivalent Circuit and Phasor Diagram of Salient Synchronous Machine: 00:39:00 •Module 11-Solved Example 1 on Salient Machine: 00:09:00 •Module 12- Solved Example 2 on Salient Machine: 00:05:00 •Module 13-Solved Example 3 on Salient Machine: 00:10:00 •Module 14- Parallel Operation of Two Generators: 00:17:00 •Module 15- Synchronization of Machine with Grid: 00:10:00 •Module 1- Construction and Theory of Operation of Induction Machines: 00:27:00 •Module 2- Equivalent Circuit and Power Flow in Induction Motor: 00:23:00 •Module 3- Torque-Speed Characteristics of Induction Motor: 00:20:00 •Module 4- Solved Example 1 on Induction Motor: 00:08:00 •Module 5-Solved Example 2 on Induction Motor: 00:06:00 •Module 6-Solved Example 3 on Induction Motor: 00:06:00 •Module 7-Solved Example 4 on Induction Motor: 00:18:00 •Module 8-Solved Example 5 on Induction Motor: 00:13:00 •Module 9- Methods of Speed Control of Induction Motor: 00:27:00 •Module 10- Methods of Starting of Induction Motor: 00:21:00 •Module 11-Solved Example on Motor Starter: 00:15:00 •Module 12- Principle of Operation of Doubly Fed Induction Generator: 00:11:00 •Module 13-Self Excited Induction Generator: 00:08:00 •Assignment - Electrical Machines for Electrical Engineering: 00:00:00

Overview This comprehensive course on Power Electronics for Electrical Engineering will deepen your understanding on this topic. After successful completion of this course you can acquire the required skills in this sector. This Power Electronics for Electrical Engineering comes with accredited certification from CPD, which will enhance your CV and make you worthy in the job market. So enrol in this course today to fast track your career ladder. How will I get my certificate? You may have to take a quiz or a written test online during or after the course. After successfully completing the course, you will be eligible for the certificate. Who is This course for? There is no experience or previous qualifications required for enrolment on this Power Electronics for Electrical Engineering. It is available to all students, of all academic backgrounds. Requirements Our Power Electronics for Electrical Engineering is fully compatible with PC's, Mac's, Laptop, Tablet and Smartphone devices. This course has been designed to be fully compatible with tablets and smartphones so you can access your course on Wi-Fi, 3G or 4G. There is no time limit for completing this course, it can be studied in your own time at your own pace. Career Path Having these various qualifications will increase the value in your CV and open you up to multiple sectors such as Business & Management, Admin, Accountancy & Finance, Secretarial & PA, Teaching & Mentoring etc. Course Curriculum 6 sections • 105 lectures • 15:01:00 total length •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 •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 •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 •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 •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 - Power Electronics for Electrical Engineering: 3 days

Overview In this age of technology, data science and machine learning skills have become highly demanding skill sets. In the UK a skilled data scientist can earn around £62,000 per year. If you are aspiring for a career in the IT industry, secure these skills before you start your journey. The Complete Machine Learning & Data Science Bootcamp 2023 course can help you out. This course will introduce you to the essentials of Python. From the highly informative modules, you will learn about NumPy, Pandas and matplotlib. The course will help you grasp the skills required for using python for data analysis and visualisation. After that, you will receive step-by-step guidance on Python for machine learning. The course will then focus on the concepts of Natural Language Processing.  Upon successful completion of the course, you will receive a certificate of achievement. This certificate will help you elevate your resume. So enrol today! How will I get my certificate? You may have to take a quiz or a written test online during or after the course. After successfully completing the course, you will be eligible for the certificate. Who is This course for? Anyone with an interest in learning about data science can enrol in this course. It will help aspiring professionals develop the basic skills to build a promising career. Professionals already working in this can take the course to improve their skill sets. Requirements The students will not require any formal qualifications or previous experience to enrol in this course. Anyone can learn from the course anytime from anywhere through smart devices like laptops, tabs, PC, and smartphones with stable internet connections. They can complete the course according to their preferable pace so, there is no need to rush.   Career Path This course will equip you with valuable knowledge and effective skills in this area. After completing the course, you will be able to explore career opportunities in the fields such as Data Analyst Data Scientist Data Manager Business Analyst Course Curriculum 18 sections • 98 lectures • 23:48:00 total length •Welcome & Course Overview6: 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 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 •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 •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 •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 •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 •Pandas Built-in Data Visualization: 00:34:00 •Pandas Data Visualization Exercises Overview: 00:03:00 •Panda Data Visualization Exercises Solutions: 00:13:00 •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): 00:17:00 •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 •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 •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 •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 •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 •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 •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 •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 •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 •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

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