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

Unlock the potential of the global financial markets with our comprehensive Diploma in Forex Trading Course. Whether you're a beginner or looking to refine your trading strategies, this course is designed to equip you with essential knowledge and skills to thrive in the forex market. Key Features: CPD Certified Free Certificate Developed by Specialist Lifetime Access In this Diploma in Forex Trading Course, learners will gain comprehensive knowledge essential for successful forex trading. They will understand how the forex market operates globally, including the major currencies involved and its structural dynamics. Learners will learn to analyze the market using both fundamental and technical approaches, enabling them to make informed trading decisions. They will discover strategies for managing risks effectively and applying sound money management principles to safeguard their investments. Additionally, the course covers the psychological aspects of trading, helping learners develop the discipline and mindset required for trading success. By exploring common pitfalls and risks, learners will be equipped with the knowledge to navigate challenges and avoid potential pitfalls in forex trading, ensuring they can trade confidently and responsibly in the global currency markets. Course Curriculum Module 01: Introduction to Forex Trading Module 02: Kinds of Foreign Exchange Market Module 03: Major Currencies and Market Structure Module 04: Fundamental Analysis Module 05: Technical Analysis Module 06: Managing Risk Module 07: Money Management Module 08: Trading Psychology Module 09: Pitfalls and Risks Learning Outcomes Understand basics of Forex trading and its principles. Identify different types of foreign exchange markets and their functions. Analyze major currencies and their roles in market dynamics. Apply fundamental analysis techniques to assess market trends. Utilize technical analysis tools for trading decision-making. Implement strategies for managing risk and preserving capital. CPD 10 CPD hours / points Accredited by CPD Quality Standards Who is this course for? Financial analysts seeking forex market expertise. Economics students aiming for forex trading proficiency. Investors interested in diversifying their portfolios. Business professionals exploring forex trading opportunities. Anyone keen on understanding global currency exchange dynamics. Career path Forex Trader Currency Analyst Financial Consultant Market Research Analyst Investment Strategist Economic Analyst Certificates Digital certificate Digital certificate - Included Certificate of Completion Digital certificate - Included Will be downloadable when all lectures have been completed.

Are you passionate about understanding horses on a deeper level? Gain invaluable insights into equine behavior and psychology with our comprehensive course designed for horse enthusiasts and professionals alike. Key Features: CPD Certified Free Certificate Developed by Specialist Lifetime Access In this course on Equine Psychology Training, learners will explore the complex behaviors and psychology of horses. They will gain a deep understanding of how horses behave in various situations and environments. The course covers typical behaviors as well as unusual or problematic behaviors that horses may exhibit. Learners will also study how horses communicate with each other and with humans, and how their social interactions and environment influence their behavior.Understanding the reproductive behaviors of horses, including stallions and foals, is another important aspect of the curriculum. Additionally, the course emphasizes the training of horses and developing positive horse-human relationships. By the end of the course, learners will be equipped with the knowledge and skills to understand, interpret, and effectively manage the behavior of horses in diverse contexts, enhancing their ability to work with and care for these animals responsibly. Course Curriculum Module 01: Introduction to Equine Behaviour and Psychology Module 02: Unusual and Problematic Behaviour Module 03: Equine Communicative Behaviour Module 04: Equine Locomotive Behaviour Module 05: Equines' Environmental and Social Behaviour Module 06: Reproduction and Stallion Behaviour Module 07: Behaviour of Foals and Ponies Module 08: Training Horses Module 09: Horse-Human Relationships Learning Outcomes: Analyse equine behaviour through foundational psychological principles. Identify and address unusual behaviours in equines effectively. Interpret equine communicative signals for improved interaction understanding. Evaluate locomotive behaviours of equines in various contexts. Assess environmental factors influencing equine social behaviours. Understand reproduction and stallion behaviours in equines. CPD 10 CPD hours / points Accredited by CPD Quality Standards Who is this course for? Aspiring equine trainers seeking behavioural expertise. Veterinary professionals interested in equine psychology. Equestrian enthusiasts aiming to deepen their understanding. Animal behaviourists focusing on equine species. Researchers exploring equine behavioural sciences. Career path Equine Behaviour Consultant Equestrian Centre Manager Equine Welfare Officer Research Assistant in Animal Behaviour Veterinary Behaviourist Certificates Digital certificate Digital certificate - Included Certificate of Completion Digital certificate - Included Will be downloadable when all lectures have been completed.

Are you ready to take your public relations skills to the next level? Enroll in our comprehensive Public Relation Level 3 course and become a master of strategic communication and media relations. This advanced course is designed to equip you with the expertise needed to excel in the dynamic world of public relations. Key Features: CPD Certified Free Certificate Developed by Specialist Lifetime Access In this Public Relations Level 3 course, learners will gain a comprehensive understanding of how public relations (PR) functions within organizations. They will learn about the principles and practices of PR, including its ethical aspects and professionalism. The course covers various tactics and research methods used in PR campaigns, as well as the power of storytelling and effective public speaking skills. Learners will explore the role of social media in PR and how to leverage it for communication purposes. They will also delve into becoming influencers and the importance of body language in effective communication. Crisis management strategies and the implementation of corporate social responsibility (CSR) are also key components of the curriculum. Additionally, learners will gain insights into cross-cultural awareness and communication, which are crucial for working in diverse teams and managing PR in global contexts. Course Curriculum Module 01: Introduction to Public Relations Module 02: Major Fields of Public Relations Practice Part I Module 03: Major Fields of Public Relations Practice Part II Module 04: Management and Organisation of Public Relations Module 05: Ethics and Professionalism in Public Relations Module 06: Public Relations Tactics and Research Module 07: Concepts of Public Relations Module 08: Power of Storytelling Module 09: Public Speaking Module 10: Social Media and PR Module 11: Becoming an Influencer Module 12: Importance of Body Language Module 13: Decision Making with Critical Thinking Module 14: Crisis Management Module 15: Copy of Corporate Cross-Cultural Awareness Module 16: Copy of Cross-Cultural Communication Module 17: Copy of Cultural Values Module 18: Copy of Defamation Module 19: Copy of Implementing CSR Module 20: Copy of Introduction to Cross-Cultural Awareness Module 21: Copy of Media Regulatory Bodies Module 22: Copy of Performance Evaluation and Performance Reporting Module 23: Copy of Working with and Managing a Culturally Diverse Team Learning Outcomes Understand the fundamentals of Public Relations and its importance in communication. Identify key fields within Public Relations and their distinct practices. Demonstrate knowledge of ethical standards and professionalism in PR. Apply tactics and research methods effectively in PR campaigns. Analyze the impact of storytelling, public speaking, and social media. Manage crises and implement cross-cultural communication strategies in PR. CPD 10 CPD hours / points Accredited by CPD Quality Standards Who is this course for? Professionals seeking advanced PR knowledge. Individuals aspiring to become PR specialists. Students pursuing a career in communication and media. Business owners interested in enhancing PR strategies. Anyone looking to understand PR ethics and tactics. Career path PR Manager Communications Specialist Social Media Strategist Crisis Communication Manager Corporate Social Responsibility Coordinator Media Relations Officer Certificates Digital certificate Digital certificate - Included Certificate of Completion Digital certificate - Included Will be downloadable when all lectures have been completed.

Unlock a world of opportunities in the dynamic retail industry with our comprehensive Certificate on Retail Associate. Whether you're just starting out or looking to advance your career, this course provides the essential skills and knowledge needed to excel in retail environments. Key Features: CPD Certified Free Certificate Developed by Specialist Lifetime Access The "Certificate on Retail Associate" course equips learners with essential skills for a successful career in retail. Participants will understand the key qualities needed to excel as a retail associate and gain insights into consumer behavior, which is crucial for providing excellent customer service. The course emphasizes effective communication with customers and mastering the sales process, including handling transactions at the checkout. Learners will explore retail psychology, consumer rights, and health and safety practices specific to retail environments. Additionally, the course covers the fundamentals of in-store and exterior design, as well as visual merchandising techniques. Management skills are also included to help future retail associates lead their teams effectively. By the end of the course, participants will be able to identify and capitalize on trends, ensuring they can meet and exceed customer expectations in any retail setting. Course Curriculum Module 01: Introduction to Retail Associate Module 02: The Qualities of a Retail Associate Module 03: Importance of Consumer Behaviour Module 04: The Importance of Communicating with Customers Module 05: The Sales Process and Dealing with Customers at the Checkout Module 06: Retail Psychology Module 07: Consumer Rights Act Module 08: Health and Safety for Retail Stores Module 09: In-store Design Module 10: Exterior Design Module 11: Introduction to Visual Merchandising Module 12: Management Skills for Leading Your Team Module 13: Taking Trends and Targeting Customers Effectively Learning Outcomes: Understand the role and responsibilities of a retail associate. Identify key qualities required for successful retail associates. Recognize the significance of consumer behaviour in retail settings. Communicate effectively with customers to enhance their shopping experience. Apply knowledge of the sales process at the checkout. Implement health and safety standards in retail environments. CPD 10 CPD hours / points Accredited by CPD Quality Standards Who is this course for? Individuals seeking entry-level retail positions. Retail staff aiming to improve their skills. Those interested in consumer behaviour. Aspiring retail team leaders and managers. People interested in visual merchandising. Career path Retail Sales Associate Customer Service Representative Visual Merchandiser Retail Store Manager Sales Assistant Retail Team Leader Certificates Digital certificate Digital certificate - Included Certificate of Completion Digital certificate - Included Will be downloadable when all lectures have been completed.

Overview This comprehensive course on Improve your Financial Intelligence will deepen your understanding on this topic. After successful completion of this course you can acquire the required skills in this sector. This Improve your Financial Intelligence 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 Improve your Financial Intelligence. It is available to all students, of all academic backgrounds. Requirements Our Improve your Financial Intelligence 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 Learning this new skill will help you to advance in your career. It will diversify your job options and help you develop new techniques to keep up with the fast-changing world. This skillset will help you to- Open doors of opportunities Increase your adaptability Keep you relevant Boost confidence And much more! Course Curriculum 9 sections • 28 lectures • 01:28:00 total length •Introduction - Don't be Afraid: 00:04:00 •Key Financial Statements - Introduction: 00:01:00 •The Balance Sheet - Introduction: 00:03:00 •The Balance Sheet - Assets, Liabilities, Owners Equity: 00:04:00 •The Balance Sheet - How it relates to you: 00:06:00 •The Income Statement - Introduction: 00:04:00 •The Income Statement - How it relates to you: 00:03:00 •The Cashflow Statement - Introduction: 00:04:00 •The Cashflow Statement - How it relates to you: 00:01:00 •Key Financial Statements - Summary: 00:01:00 •The Money Making Metrics: 00:03:00 •Ratio Analysis: 00:02:00 •Profitability Ratios: 00:03:00 •Operating Ratios: 00:02:00 •Liquidity and Leverage Ratios: 00:03:00 •How Ratio Analysis Impacts you: 00:03:00 •Profit ≠Cash: 00:03:00 •Profit but No Cash: 00:04:00 •Cash but no Profit: 00:05:00 •Why understanding the Cashflow statement matters: 00:04:00 •Managing Days Sales Outstanding: 00:04:00 •Managing Inventory: 00:03:00 •Working Capital - Case Study: 00:05:00 •Return on Investments: 00:04:00 •Return on Investments - Calculations: 00:04:00 •Five Traps: 00:04:00 •Course Completion: 00:01:00 •Assignment - Improve your Financial Intelligence: 00:00:00

Overview This comprehensive course on Marketing Principles will deepen your understanding on this topic. After successful completion of this course you can acquire the required skills in this sector. This Marketing Principles 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 Marketing Principles. It is available to all students, of all academic backgrounds. Requirements Our Marketing Principles 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 Learning this new skill will help you to advance in your career. It will diversify your job options and help you develop new techniques to keep up with the fast-changing world. This skillset will help you to- Open doors of opportunities Increase your adaptability Keep you relevant Boost confidence And much more! Course Curriculum 6 sections • 52 lectures • 01:01:00 total length •Marketing and the Firm: 00:01:00 •Marketing Orientation and Context: 00:01:00 •Creating Value and Competitive Advantage #1: 00:01:00 •Creating Value and Competitive Advantage #2: 00:01:00 •Marketing Definition: 00:01:00 •Marketing Exchange: 00:01:00 •Marketing Interactions #1: 00:01:00 •Marketing Interactions #2: 00:02:00 •BCG's Advantage Matrix Model: 00:01:00 •External Environment - Analysis #1: 00:01:00 •External Environment - Analysis #2: 00:01:00 •External Environment - Analysis #3: 00:01:00 •External Forces Facing Marketing: 00:01:00 •Demographic Shift: 00:01:00 •Demographic Changes: 00:02:00 •Stakeholder Mapping #1: 00:01:00 •Stakeholder Mapping #2: 00:01:00 •Microenvironments - Industry and Market: 00:01:00 •Difference between an Industry and a Sector: 00:02:00 •Common Mistakes #1: 00:02:00 •Common Mistakes #2: 00:01:00 •Market Analysis #1: 00:01:00 •Market Analysis #2: 00:01:00 •Internal Firm Analysis and Environment Analysis: 00:02:00 •Enterprise Value Chain Analysis #1: 00:01:00 •Enterprise Value Chain Analysis #2: 00:01:00 •Enterprise Value Chain Analysis #3: 00:01:00 •Porter's Value Chain: 00:01:00 •Elements in Porter's Value Chain #1: 00:01:00 •Elements in Porter's Value Chain #2: 00:01:00 •SWOT - Gap Analysis: 00:02:00 •TOWS and Building Conversion Strategies: 00:01:00 •Formulating a Marketing Plan - Building Components #1: 00:01:00 •Formulating a Marketing Plan - Building Components #2: 00:02:00 •Formulating a Marketing Plan - Building Components #3: 00:01:00 •Product Life Cycle and Building a Product Strategy: 00:01:00 •Segmentation and Targeting- Geography, Consumer Behaviour and Cultures: 00:01:00 •Positioning Your Market Offering: 00:01:00 •Pricing Your Product for the Market: 00:01:00 •Channels and Distribution: 00:01:00 •Promotion and Brand Advertising: 00:01:00 •Business Development and Customer Relationship Marketing (CRM): 00:01:00 •Hard-selling: 00:01:00 •Sales Funnel: 00:01:00 •Stages in the Sales Funnel: 00:02:00 •Action Planning, Roles and Responsibilities: 00:01:00 •Metrics and Measures: 00:02:00 •Marketing and Information Technology: 00:01:00 •Marketing Information (MIS) Systems: Sorting Data and Reporting: 00:02:00 •Marketing and Information Technology: 00:01:00 •The Marketing Profession and Building the Marketing Team: 00:01:00 •Assignment - Marketing Principles: 00:00:00

Overview This comprehensive course on Event Marketing Associate will deepen your understanding on this topic. After successful completion of this course you can acquire the required skills in this sector. This Event Marketing Associate 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 Event Marketing Associate. It is available to all students, of all academic backgrounds. Requirements Our Event Marketing Associate 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 Learning this new skill will help you to advance in your career. It will diversify your job options and help you develop new techniques to keep up with the fast-changing world. This skillset will help you to- Open doors of opportunities Increase your adaptability Keep you relevant Boost confidence And much more! Course Curriculum 10 sections • 10 lectures • 06:13:00 total length •Introduction to Event Management: 00:24:00 •Event Classification: 00:28:00 •Events and Clients: 00:18:00 •Invitation to the Event: 00:25:00 •Basics of Marketing: 00:46:00 •The Marketing Process: 00:49:00 •Strategic Marketing: 01:11:00 •Marketing Environment: 00:29:00 •Market Segmentations: 00:52:00 •Event Marketing: 00:31:00

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