37626 Courses

Cyber security is of paramount importance in the digital age, serving as a vital shield against ever-evolving Cyber security threats. In the UK, its significance is underscored by a burgeoning demand fueled by a surge in Cyber security attacks and digital vulnerabilities. With a projected increase of 25% in cyber incidents annually, the need for skilled cyber security professionals is escalating rapidly. This demand translates into abundant job opportunities across various sectors, ranging from government agencies to private enterprises. Moreover, cyber security roles offer competitive salaries, with entry-level positions starting at around £30,000 per year and experienced professionals commanding salaries well over £60,000 annually. Embracing a career in cyber security not only presents a chance to contribute to safeguarding digital infrastructure but also offers the prospect of a lucrative and rewarding profession in a field that is continually expanding and evolving. Key Features This Level 2 Diploma in Cyber Security Course Includes: This Level 2 Diploma in Cyber Security Course is CPD Certified Free Certificate Level 2 Diploma Developed by Specialist Lifetime Access From our Cyber security course, you will learn about cyber security, cyber attacks types, cybercrimes overview & password management . So, stand out in the job market by completing the Cyber Security course. Get an certificate and add it to your resume to impress your employers. Course Curriculum Level 2 Diploma in Cyber Security Course: Module 01: Fundamentals of Cyber Security Module 02: Types of Cyber Attacks Module 03: Cybercrimes Overview Module 04: Cyber Security and Data Breach Incidents Module 05: Best Practices in Password Management Learning Outcomes Diploma in Cyber Security Level 2 & 3 Course : Understanding Cyber Threats: Recognize various cyber threats and their implications on Cyber security. Cybercrime Awareness: Grasp the concepts and types of cybercrimes prevalent today. Data Breach Management: Acquire skills to respond to and prevent data breaches. Effective Password Practices: Implement secure password management techniques proficiently. Safe Internet Navigation: Demonstrate safe internet browsing practices for personal and professional use. Security in Remote Work: Apply Cyber security measures for office and remote work environments effectively. Certification After completing this Diploma in Cyber Security Level 2 & 3course, you will get a free certificate. 10 CPD hours / points Accredited by The CPD Quality Standards (CPD QS) Who is this course for? Level 2 Diploma in Cyber Security Course Individuals aspiring to enter the cyber security field. Employees seeking to enhance their cyber security awareness. IT professionals aiming to specialise in cyber security. Students pursuing a career in information technology or cyber security. Anyone concerned about personal and professional cyber security. NB: This Course doesn't provide any professional qualifications. For professional qualifications, you may like to choose: Level 2 Diploma in Business Beginners in Cyber Security Level 4 Diploma in Cyber Security Level 5 Diploma in Cyber Security NCFE Level 2 Certificate in the Principles of Cyber Security Level 3 Diploma in Cyber Security Management and Operations Career path Level 2 Diploma in Cyber Security Course Cyber Security Analyst IT Security Consultant Network Security Engineer Incident Response Specialist Data Security Administrator Security Compliance Officer Certificates Certificate of Completion Digital certificate - Included Will be downloadable when all lectures have been completed.

Anyone who owns or works in a food business and deals with food or surfaces that might touch food is called a Food Handler. Food handlers must receive Food Hygiene and Safety training, and this Food handlers course will teaches you how to understand Food Hygiene and Safety hazards, avoid cross-contamination and how to manage allergens. To ensure Food Hygiene and Safety and prevent foodborne illnesses, it's crucial to understand and abide by hygiene regulations when handling food. Food Hygiene and Safety is paramount, and food handlers play a significant role in maintaining Food Hygiene and Safety by following proper procedures. Therefore, it's critical that we recognize the importance of our role in promoting Food Hygiene and Safety and preventing illnesses. In a food business, people who handle food may do lots of different tasks like making, cooking, serving, and storing food. They might also work in making, processing, delivering, or preserving food. Food Hygiene and Safety training is crucial in all these activities to keep food safe for everyone to eat. Key Features: This Food Handlers Certificate Course is CPD Certified Free Certificate Developed by Specialist Lifetime Access Course Curriculum Module 01: Introduction to Food Hygiene and Safety Module 02: Foodborne Microorganisms & Contamination Module 03: Time and Temperature Controls Module 04: Safe Food Handling Procedures Module 05: Proper Food Storage Module 06:Food Hygiene and Safety for Specific Food Types Module 07: Allergen Awareness and Management Module 08: Equipment Sanitation & Maintenance Module 09: Personal Hygiene Protocol Module 10: Cleaning and Sanitizing Procedures Module 11: Foodborne Illnesses and Symptoms Module 12: HACCP Principles & Implementation Module 13:Food Hygiene and Safety Regulations in the US Module 14:Food Hygiene and Safety Audits & Inspections Learning Outcomes Attain mastery in Food Hygiene and Safety principles for optimal protection. Implement effective strategies to maintain Food Hygiene and Safety standards. Develop proficiency in handling Food Hygiene and Safety protocols in diverse settings. Demonstrate comprehensive knowledge of Food Hygiene and Safety regulations. Apply critical thinking to assess and address Food Hygiene and Safety risks. Utilize advanced techniques to enhance Food Hygiene and Safety practices. Certification After completing this Food Handlers Certificate course, you will get a free Certificate. CPD 10 CPD hours / points Accredited by CPD Quality Standards Who is this course for? Individuals seeking to specialize in Food Hygiene and Safety management, ensuring mastery of Food Hygiene and Safety principles. Professionals aiming to advance their career prospects in the food industry by acquiring expertise in Food Hygiene and Safety practices. Aspiring entrepreneurs planning to establish food-related businesses and requiring comprehensive knowledge of Food Hygiene and Safety regulations. Restaurant owners committed to upholding impeccable Food Hygiene and Safety standards in their establishments. Students pursuing a career in food service or hospitality management and desiring expertise in Food Hygiene and Safety protocols. Career path Food Hygiene and Safety Consultant for Bakeries - £24K to 35K/year Regulatory Compliance Officer in Food Industry - £20K to 30K/year Bakery Health and Safety Coordinator - £22K to 35K/year Food Inspection Officer in Local Authority Quality Assurance Technician - £20K to 30K/year Certificates Digital certificate Digital certificate - Included Certificate of Completion Digital certificate - Included Will be downloadable when all lectures have been completed.

Cyber security is of paramount importance in the digital age, serving as a vital shield against ever-evolving Cyber security threats. In the UK, its significance is underscored by a burgeoning demand fueled by a surge in Cyber security attacks and digital vulnerabilities. With a projected increase of 25% in cyber incidents annually, the need for skilled cyber security professionals is escalating rapidly. This demand translates into abundant job opportunities across various sectors, ranging from government agencies to private enterprises. Moreover, cyber security roles offer competitive salaries, with entry-level positions starting at around £30,000 per year and experienced professionals commanding salaries well over £60,000 annually. Embracing a career in cyber security not only presents a chance to contribute to safeguarding digital infrastructure but also offers the prospect of a lucrative and rewarding profession in a field that is continually expanding and evolving. Key Features This Level 2 Diploma in Cyber Security Course Includes: This Level 2 Diploma in Cyber Security Course is CPD Certified Free Certificate Level 2 Diploma Developed by Specialist Lifetime Access From our Cyber security course, you will learn about cyber security, cyber attacks types, cybercrimes overview & password management . So, stand out in the job market by completing the Cyber Security course. Get an certificate and add it to your resume to impress your employers. Course Curriculum Level 2 Diploma in Cyber Security Course: Module 01: Fundamentals of Cyber Security Module 02: Types of Cyber Attacks Module 03: Cybercrimes Overview Module 04: Cyber Security and Data Breach Incidents Module 05: Best Practices in Password Management Learning Outcomes Diploma in Cyber Security Level 2 & 3 Course : Understanding Cyber Threats: Recognize various cyber threats and their implications on Cyber security. Cybercrime Awareness: Grasp the concepts and types of cybercrimes prevalent today. Data Breach Management: Acquire skills to respond to and prevent data breaches. Effective Password Practices: Implement secure password management techniques proficiently. Safe Internet Navigation: Demonstrate safe internet browsing practices for personal and professional use. Security in Remote Work: Apply Cyber security measures for office and remote work environments effectively. Certification After completing this Diploma in Cyber Security Level 2 & 3 course, you will get a free certificate. CPD 10 CPD hours / points Accredited by The CPD Quality Standards (CPD QS) Who is this course for? Level 2 Diploma in Cyber Security Course Individuals aspiring to enter the cyber security field. Employees seeking to enhance their cyber security awareness. IT professionals aiming to specialise in cyber security. Students pursuing a career in information technology or cyber security. Anyone concerned about personal and professional cyber security. NB: This Course doesn't provide any professional qualifications. For professional qualifications, you may like to choose: Level 2 Diploma in Business Beginners in Cyber Security Level 4 Diploma in Cyber Security Level 5 Diploma in Cyber Security NCFE Level 2 Certificate in the Principles of Cyber Security Level 3 Diploma in Cyber Security Management and Operations Career path Level 2 Diploma in Cyber Security Course Cyber Security Analyst IT Security Consultant Network Security Engineer Incident Response Specialist Data Security Administrator Security Compliance Officer Certificates Certificate of Completion Digital certificate - Included Will be downloadable when all lectures have been completed.

🌟 Unlock the Secrets to Success in Online Entrepreneurship! 🚀 Discover the invaluable lessons of triumph amidst adversity with our groundbreaking course: '7 Beautiful Business Basics Learned Through 7 Traumatizing Heart-Wrenching Failures as an Online Entrepreneur.'   🔍 Are you tired of stumbling through the uncertainties of online entrepreneurship? 🔥 Ready to turn setbacks into stepping stones towards success? 📈 Eager to learn from real-life experiences that will fast-track your journey to prosperity? Look no further! This course is meticulously crafted by seasoned entrepreneurs who've weathered the storms and emerged stronger, armed with indispensable insights to share.   🎯 What You'll Gain: 1️⃣ Seven fundamental business principles distilled from seven gut-wrenching failures. 2️⃣ Proven strategies to navigate challenges and transform setbacks into growth opportunities. 3️⃣ Insider knowledge to avoid common pitfalls that derail aspiring entrepreneurs. 4️⃣ Practical tips to leapfrog your business ahead with confidence and resilience. 5️⃣ Exclusive access to case studies, tools, and resources to optimize your entrepreneurial journey.   🏆 Join a community of like-minded individuals driven to succeed against all odds! Network, share experiences, and elevate your entrepreneurial prowess together. 💡 Embrace failure as a stepping stone to success. Learn the beautiful basics that pave the way to triumph in the world of online entrepreneurship. Course Curriculum

Discover the role of a Veterinary Assistant: providing compassionate care, assisting with medical procedures, and supporting animal wellness. Learn about the duties, training, and rewarding career opportunities in this vital healthcare field.

Navigate the complexities of HR and Employment Law with expert insights and comprehensive resources. Stay informed on the latest legal developments, compliance strategies, and best practices to foster a fair and productive workplace. Our platform empowers HR professionals and employers with the knowledge needed to effectively manage human resources, mitigate risks, and ensure compliance with employment laws. Explore a wealth of content designed to support your organization's success in the ever-evolving landscape of HR and Employment Law.

Reach out to millions through digital marketing Digital Marketing has always been one of those sectors that have constantly changed and adapted to the consumer. Today's consumers are so vastly different compared to the consumers of 5 years ago, that a whole new platform has to be extrapolated for them. In order to market your products today, you need to keep up with the trends and follow what everyone is into at the moment. Given that almost every demographic in the world uses the internet, it is a great idea to market your products online. This course will teach you just that. There is a large portion of the internet that can be used to market products and you will learn most of them here, starting with how digital marketing works. You will understand affiliate marketing, niches, traffic and much more from the first part alone. Following that, you will know the basics of internet marketing, social media marketing, SEO and email marketing; all of which will help you improve your business. If you would really like to know more and become an expert in digital marketing, then hurry and take this course now. Assessment At the end of the course, you will be required to sit an online multiple-choice test. Your test will be assessed automatically and immediately so that you will instantly know whether you have been successful. Before sitting for your final exam you will have the opportunity to test your proficiency with a mock exam. Digital Marketing Course Certification After you have successfully passed the test, 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 hard copy at a cost of £39 or in PDF format at a 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.   Digital Marketing Sales and Marketing 00:30:00 How Internet Marketing Works 01:00:00 How To Make Money With Internet Marketing 01:00:00 What is Affiliate Marketing 00:30:00 Competition in Internet Marketing 00:30:00 Researching in Internet Marketing 01:00:00 Desperate Niches 00:30:00 Profitable Niches 00:30:00 Clickbank 00:30:00 What is Traffic? 00:30:00 Traffic vs. Relevance 00:30:00 Article Marketing 01:00:00 Paid forms of Traffic - 1 01:00:00 Paid forms of Traffic - 2 01:00:00 Search Engine Optimization 00:30:00 Search Engine Optimization 2 00:30:00 Best SEO Practice 02:00:00 Blogs - WordPress 01:00:00 Blogs - WordPress II 03:00:00 Email Marketing I 00:30:00 Email Marketing II 01:00:00 Internet Marketing Strategy I 01:00:00 Your own website vs free options online I 00:30:00 Your own website vs free options online II 01:00:00 Social Media What is Social Media FREE 00:18:00 The Growth of Social Media 00:10:00 Conducting Market Analysis 00:16:00 Auditing Social Media 00:26:00 Corporate Culture and Social Media 00:12:00 Social Media Goals vs. Business Goals 00:10:00 Types of Social Media Platforms 00:08:00 The Social Media Policy 00:40:00 Creative Commons 00:21:00 Brand Marketing 00:27:00 Keyword Selection 00:17:00 Content Marketing on Social Media 00:26:00 Content Development 00:23:00 Understanding the Popular Platforms 03:34:00 Traditional Website Advertising 00:37:00 Social Media Documentation and Schedules 00:29:00 Project Management Software 00:39:00 The Community Manager Role 00:26:00 Importance of Voice Consistency 00:30:00 Organizational Customer Servicen 00:28:00 Social Media Triage 00:14:00 Online versus Personal Interactions 00:26:00 Social Media Analytics 00:27:00 Goal Value 00:43:00 Social Media Marketing Introduction 00:30:00 Understanding the Value of Social Media Buzz and What It Can Do For Your Business 01:00:00 Developing a Winning Social Media Marketing Plan 01:00:00 Setup and Manage a Facebook Page That Works 01:00:00 Tweet Your Way to Online Prominence 01:00:00 Build Your Network with LinkedIn 01:00:00 Captivate Your Audience with YouTube 01:00:00 Conclusion 00:15:00 Internet Marketing INTRODUCTION: WHAT IS AFFILIATE MARKETING? 00:30:00 WHY AFFILIATE MARKETING IS AWESOME 00:30:00 FINDING A PROFITABLE NICHE 00:30:00 CHOOSING AN AFFILIATE PRODUCT 00:15:00 THE ADVANTAGES OF CLICK BANK 00:30:00 ANALYZING THE CLICK BANK MARKETPLACE 00:30:00 CREATING YOUR HOP LINK 00:30:00 CREATING A FREE BLOG 01:00:00 PERFORMING EFFECTIVE KEYWORD RESEARCH 00:30:00 CREATING AN OPTIMIZED POST 00:30:00 POSTING TO YOUR BLOG 00:15:00 PROMOTING YOUR BLOG: AN OVERVIEW 00:30:00 PROMOTION: ARTICLE MARKETING 00:30:00 PROMOTION: SOCIAL BOOKMARKING 01:00:00 PROMOTION: BLOG COMMENTING 00:30:00 ADDITIONAL PROMOTION TIPS 00:15:00 CREATING YOUR OWN WEBSITE 01:00:00 Search Engine Optimization What Is Search Engine Optimization? 01:00:00 Search Engines That Use SEO 01:00:00 Using SEO In Website Text 01:00:00 Using SEO For Google Ads 01:00:00 Using SEO For Article Marketing 01:00:00 Using SEO In Press Releases 00:30:00 Using Longtail Keywords 00:30:00 Using Google To Discover The Best Keywords 00:30:00 SEO For Video Ads 00:30:00 SEO In Photos 00:30:00 Blogging With SEO Marketing 01:00:00 Using A SEO Company 01:00:00 SEO Techniques Introduction to SEO 00:30:00 Improve Engagement to Improve Rankings 01:00:00 Make Your Existing Pages Longer 00:30:00 Focus on YouTube SEO 00:30:00 Improve Site Speed 00:30:00 Focus on Topics Instead of Keywords 00:30:00 Build Backlinks 00:15:00 Reporting and Analytics 00:30:00 Technical Optimization 00:30:00 Local SEO and Listings 00:30:00 Guest posting 00:30:00 Effective Seo Tools 01:00:00 Email Marketing Introduction to Email Marketing 00:30:00 Using Email Marketing Software 00:30:00 Building Email Lists by Quantity 00:30:00 Building Email Lists by Quality 00:30:00 Crafting an Email 01:00:00 Analyzing and Tracking Your Email Marketing Strategy 00:30:00 Email Marketing Secrets Introduction 01:00:00 4 Crucial Things You Need To Do To Build your List 01:00:00 Ways To Get Your Opt In Subscribers To Trust You Quickly 01:00:00 Tips To Build A List Of Eager Subscribers 01:00:00 Easy Ways To Grab Your Reader's Attention In Your Subject 01:00:00 Effective Techniques To Get Your Subscribers Begging For More 01:00:00 Can You Really Use Articles To Build Your List? 01:00:00 Things To Consider When Publishing A Newsletter 01:00:00 The 3 Things To Avoid When Emailing Your List 01:00:00 Digital Marketing Strategies Introduction to Internet Marketing and Reputation Management 00:30:00 How to Optimise Your Site for Every Stage of the Buy Cycle 00:30:00 Build Impression on Your Site 00:30:00 Types of Link Building 01:00:00 Importance of Landing Pages 00:30:00 Difference Between Internet Marketing and Online Customer Service 01:00:00 Concept Of Affiliate Programs 01:30:00 About Of Google Analytics 01:00:00 Online Press Releases 00:15:00 How to Get Traffic from Twitter 00:30:00 Importance of Testing E-Mail Messages 00:15:00 What is Viral Marketing 01:00:00 What is EMail Marketing 00:30:00 Difference Between Images and Video 00:15:00 How to Internet Marketing on Facebook 02:00:00 What is Search Engine Optimization(SEO)? 00:30:00 Understanding Search Results 00:15:00 How to Attract Customer on Your Product? 00:15:00 Time Makes Money 00:30:00 How to Test a Landing Page 00:30:00 Best Web Writing 01:00:00 Ways to Use of Humor in You Internet Marketing 00:15:00 Coupon Codes 00:15:00 When to Pull the Plug 00:15:00 Facebook Marketing Basics Introduction to Facebook 00:15:00 Why You Should Care 00:15:00 Setting up a Facebook Page 00:30:00 How to Get More Likes for Your Facebook Page 00:30:00 Facebook Advertising 00:30:00 How Much Does Facebook Advertising Cost? 00:30:00 Marketing on Facebook 01:00:00 Create a Content Calendar 00:15:00 Understanding Edge Rank & the Art of Engagement 00:15:00 Twitter Marketing TWITTER FOR BUSINESS 00:15:00 TOP TWITTER TIPS 00:15:00 TWITTER IS 00:15:00 BUSINESS TERMS 00:15:00 WHY USE TWITTER FOR MARKETING 00:15:00 TWITTER MARKETING BASICS 01:00:00 TWITTER METRICS 00:30:00 YOUR BIO 00:15:00 WHEN TO TWEET 00:15:00 BUILDING YOUR COMMUNITY 00:15:00 GENERATING LEADS 00:15:00 REAL-TIME TWITTER MARKETING 00:15:00 ENGAGEMENT 00:15:00 TWETIQUETTE (TWEETING ETIQUETTE) 00:15:00 Instagram Marketing What is Instagram? 00:15:00 Instagram for Business 00:15:00 Instagram & Community 00:15:00 Google Adwords Benefits of online advertising and AdWords 00:30:00 Choosing a campaign type 00:30:00 Measure your results 00:30:00 Refer A Friend Refer A Friend 00:00:00 Mock Exam Mock Exam- Digital Marketing Complete Course 00:30:00 Final Exam Final Exam- Digital Marketing Complete Course 00:30:00 Certificate and Transcript Order Your Certificates and Transcripts 00:00:00

Discover the potential of ChatGPT and OpenAI API for language tasks such as summarization, translation, chat completion, and more. Explore the nuances of the OpenAI API, unravel its architecture, and master text generation capabilities. Whether you are a beginner or an expert, this course empowers you to apply these tools in the real world.

Overview This comprehensive course on Data Science & Machine Learning with Python will deepen your understanding on this topic. After successful completion of this course you can acquire the required skills in this sector. This Data Science & Machine Learning with Python 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 Data Science & Machine Learning with Python. It is available to all students, of all academic backgrounds. Requirements Our Data Science & Machine Learning with Python 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 2 sections • 90 lectures • 10:24:00 total length •Course Overview & Table of Contents: 00:09:00 •Introduction to Machine Learning - Part 1 - Concepts , Definitions and Types: 00:05:00 •Introduction to Machine Learning - Part 2 - Classifications and Applications: 00:06:00 •System and Environment preparation - Part 1: 00:08:00 •System and Environment preparation - Part 2: 00:06:00 •Learn Basics of python - Assignment 1: 00:10:00 •Learn Basics of python - Assignment 2: 00:09:00 •Learn Basics of python - Functions: 00:04:00 •Learn Basics of python - Data Structures: 00:12:00 •Learn Basics of NumPy - NumPy Array: 00:06:00 •Learn Basics of NumPy - NumPy Data: 00:08:00 •Learn Basics of NumPy - NumPy Arithmetic: 00:04:00 •Learn Basics of Matplotlib: 00:07:00 •Learn Basics of Pandas - Part 1: 00:06:00 •Learn Basics of Pandas - Part 2: 00:07:00 •Understanding the CSV data file: 00:09:00 •Load and Read CSV data file using Python Standard Library: 00:09:00 •Load and Read CSV data file using NumPy: 00:04:00 •Load and Read CSV data file using Pandas: 00:05:00 •Dataset Summary - Peek, Dimensions and Data Types: 00:09:00 •Dataset Summary - Class Distribution and Data Summary: 00:09:00 •Dataset Summary - Explaining Correlation: 00:11:00 •Dataset Summary - Explaining Skewness - Gaussian and Normal Curve: 00:07:00 •Dataset Visualization - Using Histograms: 00:07:00 •Dataset Visualization - Using Density Plots: 00:06:00 •Dataset Visualization - Box and Whisker Plots: 00:05:00 •Multivariate Dataset Visualization - Correlation Plots: 00:08:00 •Multivariate Dataset Visualization - Scatter Plots: 00:05:00 •Data Preparation (Pre-Processing) - Introduction: 00:09:00 •Data Preparation - Re-scaling Data - Part 1: 00:09:00 •Data Preparation - Re-scaling Data - Part 2: 00:09:00 •Data Preparation - Standardizing Data - Part 1: 00:07:00 •Data Preparation - Standardizing Data - Part 2: 00:04:00 •Data Preparation - Normalizing Data: 00:08:00 •Data Preparation - Binarizing Data: 00:06:00 •Feature Selection - Introduction: 00:07:00 •Feature Selection - Uni-variate Part 1 - Chi-Squared Test: 00:09:00 •Feature Selection - Uni-variate Part 2 - Chi-Squared Test: 00:10:00 •Feature Selection - Recursive Feature Elimination: 00:11:00 •Feature Selection - Principal Component Analysis (PCA): 00:09:00 •Feature Selection - Feature Importance: 00:07:00 •Refresher Session - The Mechanism of Re-sampling, Training and Testing: 00:12:00 •Algorithm Evaluation Techniques - Introduction: 00:07:00 •Algorithm Evaluation Techniques - Train and Test Set: 00:11:00 •Algorithm Evaluation Techniques - K-Fold Cross Validation: 00:09:00 •Algorithm Evaluation Techniques - Leave One Out Cross Validation: 00:05:00 •Algorithm Evaluation Techniques - Repeated Random Test-Train Splits: 00:07:00 •Algorithm Evaluation Metrics - Introduction: 00:09:00 •Algorithm Evaluation Metrics - Classification Accuracy: 00:08:00 •Algorithm Evaluation Metrics - Log Loss: 00:03:00 •Algorithm Evaluation Metrics - Area Under ROC Curve: 00:06:00 •Algorithm Evaluation Metrics - Confusion Matrix: 00:10:00 •Algorithm Evaluation Metrics - Classification Report: 00:04:00 •Algorithm Evaluation Metrics - Mean Absolute Error - Dataset Introduction: 00:06:00 •Algorithm Evaluation Metrics - Mean Absolute Error: 00:07:00 •Algorithm Evaluation Metrics - Mean Square Error: 00:03:00 •Algorithm Evaluation Metrics - R Squared: 00:04:00 •Classification Algorithm Spot Check - Logistic Regression: 00:12:00 •Classification Algorithm Spot Check - Linear Discriminant Analysis: 00:04:00 •Classification Algorithm Spot Check - K-Nearest Neighbors: 00:05:00 •Classification Algorithm Spot Check - Naive Bayes: 00:04:00 •Classification Algorithm Spot Check - CART: 00:04:00 •Classification Algorithm Spot Check - Support Vector Machines: 00:05:00 •Regression Algorithm Spot Check - Linear Regression: 00:08:00 •Regression Algorithm Spot Check - Ridge Regression: 00:03:00 •Regression Algorithm Spot Check - Lasso Linear Regression: 00:03:00 •Regression Algorithm Spot Check - Elastic Net Regression: 00:02:00 •Regression Algorithm Spot Check - K-Nearest Neighbors: 00:06:00 •Regression Algorithm Spot Check - CART: 00:04:00 •Regression Algorithm Spot Check - Support Vector Machines (SVM): 00:04:00 •Compare Algorithms - Part 1 : Choosing the best Machine Learning Model: 00:09:00 •Compare Algorithms - Part 2 : Choosing the best Machine Learning Model: 00:05:00 •Pipelines : Data Preparation and Data Modelling: 00:11:00 •Pipelines : Feature Selection and Data Modelling: 00:10:00 •Performance Improvement: Ensembles - Voting: 00:07:00 •Performance Improvement: Ensembles - Bagging: 00:08:00 •Performance Improvement: Ensembles - Boosting: 00:05:00 •Performance Improvement: Parameter Tuning using Grid Search: 00:08:00 •Performance Improvement: Parameter Tuning using Random Search: 00:06:00 •Export, Save and Load Machine Learning Models : Pickle: 00:10:00 •Export, Save and Load Machine Learning Models : Joblib: 00:06:00 •Finalizing a Model - Introduction and Steps: 00:07:00 •Finalizing a Classification Model - The Pima Indian Diabetes Dataset: 00:07:00 •Quick Session: Imbalanced Data Set - Issue Overview and Steps: 00:09:00 •Iris Dataset : Finalizing Multi-Class Dataset: 00:09:00 •Finalizing a Regression Model - The Boston Housing Price Dataset: 00:08:00 •Real-time Predictions: Using the Pima Indian Diabetes Classification Model: 00:07:00 •Real-time Predictions: Using Iris Flowers Multi-Class Classification Dataset: 00:03:00 •Real-time Predictions: Using the Boston Housing Regression Model: 00:08:00 •Resources - Data Science & Machine Learning with Python: 00:00:00

Overview This comprehensive course on Math Tricks & Shortcuts will deepen your understanding on this topic. After successful completion of this course you can acquire the required skills in this sector. This Math Tricks & Shortcuts 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 Math Tricks & Shortcuts. It is available to all students, of all academic backgrounds. Requirements Our Math Tricks & Shortcuts 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 15 sections • 90 lectures • 14:24:00 total length •Lecture 1 Introduction: 00:02:00 •Lecture 2 Lines and Angles (Basics): 00:07:00 •Lecture 3 Parallel lines (Basics): 00:06:00 •Lecture 4 Practice Problems 1 (Lines and Angles): 00:06:00 •Lecture 5 Triangles (Basics): 00:11:00 •Lecture 6 Practice Problems 2 (angle sum and exterior angle Property): 00:10:00 •Lecture 7 Pythagoras Theorem: 00:13:00 •Lecture 8 Inequalities in Triangles: 00:06:00 •Lecture 9 Sine and Cosine Rule: 00:12:00 •Lecture 10 Median, Altitude, Angle bisector: 00:06:00 •Lecture 11 Practice Problems 3: 00:11:00 •Lecture 12 Properties of Medians: 00:09:00 •Lecture 13 Practice Problems 4: 00:07:00 •Lecture 14 Properties of Equilateral Triangles: 00:04:00 •Lecture 15 Some special Quadrilaterals: 00:08:00 •Lecture 16 Polygons-interior angles, diagonals etc.: 00:08:00 •Lecture 17 Angle Bisector Theorem: 00:07:00 •Lecture 18 Congruent Triangles: 00:06:00 •Lecture 19 Similar Triangles: 00:14:00 •Lecture 20 Practice Problems 5: 00:10:00 •Lecture 21 Circle: 00:10:00 •Lecture 22 Cyclic Quadrilateral _ Tangent to circle: 00:07:00 •Lecture 23 Areas of Parallelogram & Triangle 1: 00:10:00 •Lecture 24 Areas of Parallelogram _ Triangle 2: 00:10:00 •Lecture 25 Practice Problems based on Areas 1: 00:05:00 •Lecture 26 Practice Problems based on Areas 2: 00:12:00 •Lecture 27 Mensuration Formulae: 00:07:00 •Lecture 28 Practice problems on 2-d figures: 00:11:00 •Lecture 29 Assignment (Video) on 2 - d figure: 00:02:00 •Lecture 30 Areas related to the circle: 00:06:00 •Lecture 31 Practice questions on areas related to circle: 00:10:00 •Practice Test (Geometry): 00:02:00 •Lecture 32 What is Unit Digit: 00:04:00 •Lecture 33 How to find unit digit of numbers with exponents: 00:10:00 •Lecture 34 Practice Problems based on Unit Digit: 00:08:00 •Lecture 35 Simplifications based on Percentages: 00:11:00 •Lecture 36 Simplification based on Exponents: 00:12:00 •Lecture 37 Fastest method of finding square roots: 00:12:00 •Lecture 38 Fastest method of finding cube roots: 00:03:00 •Lecture 39 Simplification based on square and cube roots: 00:16:00 •Lecture 40 Simplification Problems: 00:26:00 •Lecture 41 Simplification problems Type 1: 00:08:00 •Lecture 42 Simplification problems Type 2: 00:08:00 •Lecture 43 Simplification problems Type 3: 00:08:00 •Lecture 44 Simplification problems Type 4: 00:07:00 •Lecture 45 Finding smallest and greatest from difficult exponents: 00:08:00 •Lecture 46 What is Digital sum: 00:05:00 •Lecture 47 How to apply Digital sum technique in different operations: 00:14:00 •Lecture 48 Simplification problems using Digital sum -1: 00:07:00 •Lecture 49 Simplification problems using Digital sum -2: 00:06:00 •Lecture 50 Resources download 1: 00:48:00 •Lecture 51 Problems based on persons, days, work and hours: 00:12:00 •Lecture 52 Short cut formulas for most common problems: 00:11:00 •Lecture 53 Problems based on Two Persons: 00:06:00 •Lecture 54 Problems based on three Persons: 00:10:00 •Lecture 55 Based on Efficiency: 00:13:00 •Lecture 56 Complex problems on Efficiency: 00:10:00 •Lecture 57 Fraction of work: 00:07:00 •Lecture 58 Leaving and Joining - 1: 00:06:00 •Lecture 59 Leaving and Joining - 2: 00:08:00 •Lecture 60 Men, women and boys: 00:05:00 •Lecture 61 Work and wages: 00:11:00 •Lecture 62 Resources download 1: 00:20:00 •Lecture 63 Basics of pipes and cisterns: 00:06:00 •Lecture 64 Pipes and cisterns - Type 1: 00:07:00 •Lecture 65 Pipes and cisterns - Type 2: 00:04:00 •Lecture 66 Pipes and cisterns - Type 3: 00:07:00 •Lecture 67 Pipes and cisterns - Type 4: 00:06:00 •Lecture 68 Pipes and cisterns - Type5: 00:05:00 •Lecture 69 Speed, Distance and Time Resources download: 00:32:00 •Lecture 70 Basic Concepts and simple problems: 00:10:00 •Lecture 71 Problems based on average speed: 00:07:00 •Lecture 72 Problems of finding Distance: 00:13:00 •Lecture 73 Practice Problems 1: 00:10:00 •Lecture 74 Practice Problems 2: 00:08:00 •Lecture 75 Practice Problems 3: 00:07:00 •Lecture 76 Boats and Streams: 00:18:00 •Lecture 77 Basics of Boats and streams: 00:10:00 •Lecture 78 Finding speed of boat or stream: 00:13:00 •Lecture 79 Problems based on finding Distance: 00:06:00 •Lecture 80 Latest Problems on Boat and cisterns: 00:11:00 •Lecture 81 Percentage Basics 1: 00:10:00 •Lecture 82 Percentage Basics 2: 00:04:00 •Lecture 83 Fractional Values of Percentages: 00:09:00 •Lecture 84 Simplification using fractional values of Percentages-1: 00:06:00 •Lecture 85 Simplification problems of Percentage 2: 00:05:00 •Lecture 86 Article for Resources: 00:24:00 •Lecture 87 Problems based on Marks in examination: 00:15:00 •Lecture 88 Problems based on Price and Quantity 1: 00:08:00 •Lecture 89 Problems based on Price and Quantity 2: 00:08:00