22121 Courses

Microsoft Office 2016 Complete Course Course Overview: The "Microsoft Office 2016 Complete Course" is designed to provide learners with comprehensive knowledge and essential skills in the core Microsoft Office applications. This course offers in-depth coverage of Microsoft Word, Excel, PowerPoint, Outlook, and Access, enabling participants to confidently use these programs in professional environments. By the end of the course, learners will be equipped to create, manage, and analyse documents, spreadsheets, presentations, emails, and databases with proficiency. This course is an invaluable resource for those looking to enhance their productivity and improve their digital skills, making them more competitive in the job market. Course Description: The "Microsoft Office 2016 Complete Course" delves into the key functionalities of Microsoft Office, with modules dedicated to each major application. Learners will explore the features of Word for document creation and editing, Excel for data analysis and management, PowerPoint for effective presentations, Outlook for email and calendar management, and Access for database handling. Each module is structured to help learners understand the software’s core functions and how to apply them in real-world scenarios. Upon completion, learners will have developed a strong foundation in using Office 2016, boosting their ability to operate efficiently and effectively in modern workplaces. This course is suitable for individuals seeking to increase their office productivity and streamline their daily tasks. Microsoft Office 2016 Complete Course Curriculum: Module 01: Microsoft Word 2016 Module 02: Microsoft Excel 2016 Module 03: Microsoft PowerPoint 2016 Module 04: Microsoft Outlook 2016 Module 05: Microsoft Access 2016 (See full curriculum) Who is this course for? Individuals seeking to improve their office productivity skills. Professionals aiming to advance in roles requiring Microsoft Office proficiency. Beginners with an interest in data management, communication, and office software. Those wishing to enhance their CV and increase career opportunities in administrative and support roles. Career Path: Office Administrator Executive Assistant Data Analyst Personal Assistant Administrative Support Specialist Project Coordinator

Minute Taking Executive Training Course Overview This Minute Taking Executive Training course equips learners with essential skills to accurately record, organise, and present meeting minutes with professionalism and clarity. Designed to enhance effectiveness in administrative and executive roles, the course covers key concepts including meeting preparation, understanding meeting structure, capturing decisions and actions, and mastering the responsibilities of a minute taker. Learners will gain confidence in their note-taking abilities and discover how to leverage technology to streamline the process. By the end of the course, participants will be capable of producing clear, concise, and well-structured minutes that support organisational efficiency and communication. Course Description This comprehensive training delves into the full scope of minute taking, starting with foundational knowledge on the importance and types of minutes. Learners explore how to prepare thoroughly before meetings and understand different meeting formats and protocols. The course covers how to accurately document discussions, decisions, and assigned actions, while also clarifying the specific duties and ethical considerations of a minute taker. Practical guidance on effective note-taking techniques and strategies for building confidence in minute-taking situations is included. Additionally, learners will examine how digital tools and technology can aid in capturing and distributing minutes efficiently. Throughout, the course emphasises professionalism and accuracy, ensuring participants develop skills that are highly valued across various industries. Minute Taking Executive Training Curriculum Module 01: Introduction to Minute Writing Module 02: Preparation for Minute Taking Module 03: The Meeting Structure Module 04: Minute Meeting, Decision and Action Module 05: Roles and Responsibility of Minute Taker Module 06: Tips for Minute Taking Module 07: Technology in Minute Taking Module 08: Building Confidence (See full curriculum) Who Is This Course For? Individuals seeking to enhance their minute-taking skills for professional settings. Professionals aiming to advance their administrative or executive support career. Beginners with an interest in administrative functions and effective communication. Office staff looking to improve meeting documentation accuracy and efficiency. Career Path Executive Assistant Administrative Officer Office Manager Project Coordinator Corporate Secretary Meeting Coordinator

🎮 Live Streaming Video Games on Facebook! 🎮   Are you ready to take your gaming experience to the next level? Look no further! Our Live Streaming Video Games on Facebook course is your ultimate gateway to becoming a gaming sensation in the digital realm. Let's embark on an exhilarating journey where you'll harness the power of Facebook's massive audience to showcase your gaming prowess like never before.   🚀 Why Choose Live Streaming Video Games on Facebook? Massive Reach: With over billions of active users, Facebook offers an unparalleled platform to showcase your gaming skills to a vast and diverse audience worldwide. Interactive Engagement: Engage with your viewers in real-time through comments, reactions, and live chat, creating an immersive gaming experience that keeps them coming back for more. Monetization Opportunities: Unlock various monetization features such as Facebook Stars, ad breaks, and sponsorships to turn your passion for gaming into a lucrative career. Community Building: Build a loyal fanbase and connect with like-minded gamers from around the globe, fostering a supportive community that shares your love for gaming. Flexibility and Convenience: Stream anytime, anywhere, directly from your gaming setup using simple tools and software integrations, giving you the freedom to pursue your passion on your terms.   🌟 What You'll Learn: Setting Up Your Gaming Stream: Learn the essential tools, equipment, and software needed to start streaming your favorite games on Facebook with ease. Optimizing Your Stream for Engagement: Discover proven strategies to captivate your audience and keep them hooked from start to finish. Maximizing Monetization: Dive into advanced techniques to monetize your gaming content effectively and maximize your earning potential on Facebook. Building Your Brand: Learn how to create a compelling personal brand that resonates with your audience and sets you apart in the competitive world of gaming.   👨‍💻 Who Is This Course For? Whether you're a seasoned gamer looking to expand your reach or a newbie eager to share your gaming adventures with the world, this course is designed for you! No prior experience with live streaming or content creation is required-all you need is a passion for gaming and a desire to succeed.   🔥 Don't Miss Out-Enroll Now! Join us and unleash your full gaming potential on Facebook. Enroll in our Live Streaming Video Games on Facebook course today and embark on a thrilling journey toward gaming stardom! Course Curriculum Module- 1 Welcome To Facebook Gaming! Introduction And Overview! 00:00 How Much Can We Make Streaming Games On Facebook 00:00 Getting Started With Facebook Gaming 00:00 Facebook Gaming Streamer Dashboard 00:00 Level Up Program Basics And Faq 00:00 Facebook Gaming And Level Up Program History 00:00 What Game To Play 00:00 Best Games To Play On Facebook Gaming 00:00 Module- 2 Live Streaming Equipment And Software 00:00 Ideal Equipment For Making A Professional Live Stream 00:00 Best Live Streaming Studio Setup For Gaming On Facebook With Fb.Gg 00:00 Watch Other Facebook.Com Gaming Streams To Learn The User Experience And Connect 00:00 Obs Facebook Live Gaming Alerts Setup 00:00 Obs Scene, Source, Camera, And Audio Setup Including Limiting 00:00 Heart Rate Monitor Setup For Live Streaming With Obs On Facebook Gaming 00:00 Module- 3 Go Vertical To Maximize Discovery And Views 00:00 Go Vertical On Facebook Gaming For 3X Views And Followers 00:00 Vertical Stream Setup In Obs 00:00 Module- 4 Facebook Gaming Growth Is Easier When Streaming An Hour A Day 00:00 Wear A Costume To Stand Out! 00:00 Go Viral On Facebook Gaming Live Streams Interacting With Shares And Comments 00:00 Facebook Stars Viral Game Footage Example 00:00 Schedule Live Streams With Events To Help Viewers Plan Ahead 00:00 Title, Description, And Tags 00:00 Draft LessonRecord Highlight Videos And Spotlight Them On The Gaming Creator Page To Convert New Viewers 00:00 Videos 3+ Minutes Can Earn Revenue And Go Viral 00:00 Facebook Page Insights And Getting Through The Dip After A Viral Stream 00:00 Automatic Discord Notifications From Facebook Live Gaming Via Level Up Streamer 00:00 Respond To Messages To Convert More Viewers To Top Fans! 00:00 Module- 5 Facebook Stars Are Donations And Provide Great Earning Potential! 00:00 Unlocking Supporters With Fan Subscriptions Provides Monthly Payments! 00:00 Stay Monetized On Facebook Gaming And Creator Studio By Following Community And Monetization Guidelines 00:00 Achieving Facebook Live Gaming Partner And Managed Creator Status 00:00 Sharing And Donating To Others Helps Us! 00:00 Join Level Up Gaming Creators Facebook Group To Enhance Learning 00:00 Ways To Make Money Gaming On Facebook Live 00:00 Way To Make Money Online As A Live Streamer 00:00 Best Ways For Streamers To Earn Money Online With A Website 00:00 Streamlabs Processes Donations Instantly And Has Awesome Alerts 00:00 A Mentor Is Invaluable For Success Streaming On Facebook 00:00 You Have Got This! 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Duration 4 Days 24 CPD hours This course is intended for The primary audience for this course is as follows: System Engineers Network Engineers Technical Architects Technical Support Personnel Channel Partners Resellers Overview Upon completing the course, the learner will be able to meet these overall objectives: Describe Cisco SD-Access and how it relates to Cisco DNA Orchestrate a Cisco SD-Access solution using the Cisco DNA Center™ orchestration platform Use the Network Data Platform to demonstrate the assurance and analytics capabilities of SD-Access The Deploying Cisco SD-Access (ENSDA) v1.0 course is an instructor-led, lab based, hands-on course that teaches students how to successfully deploy the Cisco© Software-Defined Access (SD-Access) solution within their enterprise networks. The course discusses how Cisco SD-Access fits into the Cisco Digital Network Architecture (Cisco DNA?). It covers SD-Access fundamentals, provisioning, policies, wireless integration, border operations, and migration strategies. Module 1: Cisco SD-Access Overview Lesson 1: Exploring Cisco SD-Access Lesson 2: Describing the Cisco SD-Access Architecture Lesson 3: Exploring Cisco DNA Center Lesson 4: Configuring Underlay Automation Module 2: Cisco SD-Access Implementation Lesson 1: ISE Integration in DNA Center Lesson 2: Policy Provisioning Basics Lesson 3: Navigating and Managing the Policy Application Workflows Module 3: Cisco SD-Access Border Operations Lesson 1: Cisco SD-Access Deployment Models Lesson 2: Connecting the Fabric to External Domains Module 4: Wireless Integration Orchestration Lesson 1: Integrating Wireless with the Cisco SD-Access Solution Lesson 2: Workflow of Cisco SD-Access Wireless Lesson 3: Cisco SD-Access Wireless Network Design Lesson 4: Cisco SD-Access Wireless Basic Operation Module 5: Cisco SD-Access Assurance and Migration Lesson 1: Cisco Network Data Platform Lesson 2: Cisco SD-Access Migration Strategies

Gain comprehensive expertise in web development with our Website Development Diploma. Learn essential programming languages, design principles, and industry best practices to build dynamic, responsive websites. Kickstart your career in the digital realm today!

Enhance your skills with the CPD Certified Mechanical Engineering course. This program covers essential topics such as mechanics, thermodynamics, materials science, and fluid dynamics. Gain practical knowledge and industry-recognized certification to boost your career and stay ahead in the field of mechanical engineering.

The aim of this course is to guide you to use Photoshop CC, an industry-leading image editing application and help you become an Adobe Certified Associate. With this course, you will discover the basics of digital imaging-from working with multiple images to customising the Photoshop interface according to your needs. Learn to use different Photoshop tools to edit, crop and retouch photos, without compromising the highest-quality output. This course also illustrates the most productive methods to perform common tasks and explains how to work efficiently and excellently with Adobe Photoshop. Furthermore, master the critical features such as adjustment layers, blend modes, filters, and so much more, and unveil the secrets of nondestructive editing using Smart Objects. On completion, you will be empowered and able to instantly get the image results you want and consider yourself as a creative professional. Your Learning Goals: Discover all the tools and features that loaded with Photoshop CC 2019 and get the image results you want. Learn different kinds of Selection techniques Work with images and combine images together seamlessly. Explore the most efficient ways to perform common editing tasks and retouching like a pro. Know the advantage and disadvantage of various image file formats. Learn useful keyboard shortcuts and smart practices to export and share images. Build confidence and be comfortable in using Adobe Photoshop CC. Develop all the skills needed to design your own graphics from start to finish. Who is this Course for? This endorsed Photoshop CC 2019 MasterClass  is ideal for those who have prior experience and practical knowledge in this field and would like to build on their skills to work their way up to a senior-level role. Those who are new to HR and want to expand their knowledge of fundamental principles and procedures will also find this course beneficial. This course is a complete introduction to the fundamentals of HR management and will benefit newcomers in this industry who are looking to add new skills to their CV. Entry Requirement: This course is available to all learners, of all academic backgrounds. Learners should be aged 16 or over to undertake the qualification. Good understanding of the English language, numeracy and ICT are required to attend this course. CPD Certificate from Course Gate  At the successful completion of the course, you can obtain your CPD certificate from us. You can order the PDF certificate for £9 and the hard copy for £15. Also, you can order both PDF and hardcopy certificates for £22. Career path This course opens a new door for you to enter the relevant job market and also gives you the opportunity to acquire extensive knowledge along with required skills to become successful. You will be able to add our qualification to your CV/resume which will help you to stand out in the competitive job industry. Course Curriculum Introduction Why learn Photoshop? 00:03:00 How to study from this course 00:03:00 Getting an Adobe Certification 00:05:00 Basics Basics Chapter Introduction 00:01:00 Working with Images 00:10:00 User Interface 00:11:00 Navigation 00:09:00 Image Size and Resolution 00:08:00 Cropping Images 00:10:00 Color Modes 00:06:00 Layers Layers Chapter Introduction 00:01:00 Layers Essentials 00:14:00 Layers panel 00:11:00 Special Layers 00:13:00 Layer Styles 00:07:00 Blend Modes 00:07:00 Drawing Drawing Chapter Introduction 00:01:00 Brush Tool Essentials 00:17:00 Creating Custom Brush 00:14:00 Vector Shapes 00:17:00 Tranformations Transformations Chapter Introduction 00:01:00 Tranformations Essentials 00:15:00 Special Transformations 00:10:00 Selections Selections based on color and contrast 00:16:00 Selections based on color and contrast 00:24:00 Advanced Selection Techniques 00:12:00 Complex Selection Project 00:16:00 Masking Masking Chapter Introduction 00:01:00 Non-destructive Workflow 00:24:00 Pixel Masks 00:16:00 Vector Masks for Geometric Shapes 00:10:00 Vector Masks for Organic Shapes 00:07:00 Smart Objects Smart Objects Chapter Introduction 00:01:00 Smart Objects Essential 00:09:00 Vector Smart Objects 00:07:00 Linked Smart Objects 00:11:00 Smart Filters 00:15:00 Adjustment Layers Adjustment Layers Chapter Introduction 00:01:00 Adjustment Layers Essentials 00:10:00 Tonal Adjustments 00:15:00 Color Adjustments 00:19:00 Contrast Adjustments 00:10:00 Retouching Retouching Chapter Introduction 00:01:00 Healing Brushes 00:14:00 Clone Stamp Tool Essentials Part 1 00:23:00 Liquify Filter 00:11:00 Content-aware Techniques 00:13:00 Dodge and Burn Tools 00:15:00 Portrait Retouching project 00:25:00 Photo Restoration project 00:14:00 Advanced Clone Stamp Tool Techniques 00:13:00 Bridge and Camera RAW Chapter Introduction 00:01:00 Bridge Integration 00:08:00 Adobe Camera RAW 00:05:00 Type Type Chapter Introduction 00:01:00 Working with Text 00:15:00 Formatting Text 00:10:00 Creative Techniques with Text 00:18:00 Save and Export Chapter Introduction 00:01:00 Saving Your Work 00:09:00 Creating Print-ready PDFs 00:12:00 Saving Files for the Web 00:08:00 Workflows Workflows Chapter Introduction 00:01:00 Timeline Panel 00:12:00 3D Layers 00:15:00 Lightroom Integration 00:10:00 User Experience Design 00:04:00 Photoshop Mobile Apps 00:13:00 New Features in CC 2018 Variable and SVG Fonts 00:06:00 Updated Brushes panel 00:03:00 Brush Smoothing 00:07:00 Symmetrical Painting 00:02:00 Curvature Tool 00:04:00 Select & Mask 00:03:00 Improved Upscaling with Preserve Details 2.0 00:05:00 General Improvements 00:04:00 Conclusion 00:01:00 CC 2019 New Features Content-Aware Fill Workspace 00:06:00 Painting Improvements 00:07:00 Frame Tool 00:15:00 Updated behaviours 00:10:00 Conclusion Prepare for the Adobe Certified Associate exam 00:09:00 Build Your Portfolio 00:05:00 Exercise Files Exercise files - Photoshop CC 2019 MasterClass 00:00:00 Certificate and Transcript Order Your Certificates or Transcripts 00:00:00

The 'Complete Python Machine Learning & Data Science Fundamentals' course covers the foundational concepts of machine learning, data science, and Python programming. It includes hands-on exercises, data visualization, algorithm evaluation techniques, feature selection, and performance improvement using ensembles and parameter tuning. Learning Outcomes: Understand the fundamental concepts and types of machine learning, data science, and Python programming. Learn to prepare the system and environment for data analysis and machine learning tasks. Master the basics of Python, NumPy, Matplotlib, and Pandas for data manipulation and visualization. Gain insights into dataset summary statistics, data visualization techniques, and data preprocessing. Explore feature selection methods and evaluation metrics for classification and regression algorithms. Compare and select the best machine learning model using pipelines and ensembles. Learn to export, save, load machine learning models, and finalize the chosen models for real-time predictions. Why buy this Complete Python Machine Learning & Data Science Fundamentals? Unlimited access to the course for forever Digital Certificate, Transcript, student ID all included in the price Absolutely no hidden fees Directly receive CPD accredited qualifications after course completion Receive one to one assistance on every weekday from professionals Immediately receive the PDF certificate after passing Receive the original copies of your certificate and transcript on the next working day Easily learn the skills and knowledge from the comfort of your home Certification After studying the course materials of the Complete Python Machine Learning & Data Science Fundamentals there will be a written assignment test which you can take either during or at the end of the course. After successfully passing the test you will be able to claim the pdf certificate for £5.99. Original Hard Copy certificates need to be ordered at an additional cost of £9.60. Who is this course for? This Complete Python Machine Learning & Data Science Fundamentals course is ideal for Students Recent graduates Job Seekers Anyone interested in this topic People already working in the relevant fields and want to polish their knowledge and skill. Prerequisites This Complete Python Machine Learning & Data Science Fundamentals does not require you to have any prior qualifications or experience. You can just enrol and start learning.This Complete Python Machine Learning & Data Science Fundamentals was made by professionals and it is compatible with all PC's, Mac's, tablets and smartphones. You will be able to access the course from anywhere at any time as long as you have a good enough internet connection. Career path As this course comes with multiple courses included as bonus, you will be able to pursue multiple occupations. This Complete Python Machine Learning & Data Science Fundamentals is a great way for you to gain multiple skills from the comfort of your home. Course Curriculum Course Overview & Table of Contents Course Overview & Table of Contents 00:09:00 Introduction to Machine Learning - Part 1 - Concepts , Definitions and Types Introduction to Machine Learning - Part 1 - Concepts , Definitions and Types 00:05:00 Introduction to Machine Learning - Part 2 - Classifications and Applications Introduction to Machine Learning - Part 2 - Classifications and Applications 00:06:00 System and Environment preparation - Part 1 System and Environment preparation - Part 1 00:08:00 System and Environment preparation - Part 2 System and Environment preparation - Part 2 00:06:00 Learn Basics of python - Assignment Learn Basics of python - Assignment 1 00:10:00 Learn Basics of python - Assignment Learn Basics of python - Assignment 2 00:09:00 Learn Basics of python - Functions Learn Basics of python - Functions 00:04:00 Learn Basics of python - Data Structures Learn Basics of python - Data Structures 00:12:00 Learn Basics of NumPy - NumPy Array Learn Basics of NumPy - NumPy Array 00:06:00 Learn Basics of NumPy - NumPy Data Learn Basics of NumPy - NumPy Data 00:08:00 Learn Basics of NumPy - NumPy Arithmetic Learn Basics of NumPy - NumPy Arithmetic 00:04:00 Learn Basics of Matplotlib Learn Basics of Matplotlib 00:07:00 Learn Basics of Pandas - Part 1 Learn Basics of Pandas - Part 1 00:06:00 Learn Basics of Pandas - Part 2 Learn Basics of Pandas - Part 2 00:07:00 Understanding the CSV data file Understanding the CSV data file 00:09:00 Load and Read CSV data file using Python Standard Library Understanding the CSV data file 00:09:00 Load and Read CSV data file using NumPy Load and Read CSV data file using Python Standard Library 00:09:00 Load and Read CSV data file using Pandas Load and Read CSV data file using Pandas 00:05:00 Dataset Summary - Peek, Dimensions and Data Types Dataset Summary - Peek, Dimensions and Data Types 00:09:00 Dataset Summary - Class Distribution and Data Summary Dataset Summary - Class Distribution and Data Summary 00:09:00 Dataset Summary - Explaining Correlation Dataset Summary - Explaining Correlation 00:11:00 Dataset Summary - Explaining Skewness - Gaussian and Normal Curve Dataset Summary - Explaining Skewness - Gaussian and Normal Curve 00:07:00 Dataset Visualization - Using Histograms Dataset Visualization - Using Histograms 00:07:00 Dataset Visualization - Using Density Plots Dataset Visualization - Using Density Plots 00:06:00 Dataset Visualization - Box and Whisker Plots Dataset Visualization - Box and Whisker Plots 00:05:00 Multivariate Dataset Visualization - Correlation Plots Multivariate Dataset Visualization - Correlation Plots 00:08:00 Multivariate Dataset Visualization - Scatter Plots Multivariate Dataset Visualization - Scatter Plots 00:05:00 Data Preparation (Pre-Processing) - Introduction Data Preparation (Pre-Processing) - Introduction 00:09:00 Data Preparation - Re-scaling Data - Part 1 Data Preparation - Re-scaling Data - Part 1 00:09:00 Data Preparation - Re-scaling Data - Part 2 Data Preparation - Re-scaling Data - Part 2 00:09:00 Data Preparation - Standardizing Data - Part 1 Data Preparation - Standardizing Data - Part 1 00:07:00 Data Preparation - Standardizing Data - Part 2 Data Preparation - Standardizing Data - Part 2 00:04:00 Data Preparation - Normalizing Data Data Preparation - Normalizing Data 00:08:00 Data Preparation - Binarizing Data Data Preparation - Binarizing Data 00:06:00 Feature Selection - Introduction Feature Selection - Introduction 00:07:00 Feature Selection - Uni-variate Part 1 - Chi-Squared Test Feature Selection - Uni-variate Part 1 - Chi-Squared Test 00:09:00 Feature Selection - Uni-variate Part 2 - Chi-Squared Test Feature Selection - Uni-variate Part 2 - Chi-Squared Test 00:10:00 Feature Selection - Recursive Feature Elimination Feature Selection - Recursive Feature Elimination 00:11:00 Feature Selection - Principal Component Analysis (PCA) Feature Selection - Principal Component Analysis (PCA) 00:09:00 Feature Selection - Feature Importance Feature Selection - Feature Importance 00:07:00 Refresher Session - The Mechanism of Re-sampling, Training and Testing Refresher Session - The Mechanism of Re-sampling, Training and Testing 00:12:00 Algorithm Evaluation Techniques - Introduction Algorithm Evaluation Techniques - Introduction 00:07:00 Algorithm Evaluation Techniques - Train and Test Set Algorithm Evaluation Techniques - Train and Test Set 00:11:00 Algorithm Evaluation Techniques - K-Fold Cross Validation Algorithm Evaluation Techniques - K-Fold Cross Validation 00:09:00 Algorithm Evaluation Techniques - Leave One Out Cross Validation Algorithm Evaluation Techniques - Leave One Out Cross Validation 00:05:00 Algorithm Evaluation Techniques - Repeated Random Test-Train Splits Algorithm Evaluation Techniques - Repeated Random Test-Train Splits 00:07:00 Algorithm Evaluation Metrics - Introduction Algorithm Evaluation Metrics - Introduction 00:09:00 Algorithm Evaluation Metrics - Classification Accuracy Algorithm Evaluation Metrics - Classification Accuracy 00:08:00 Algorithm Evaluation Metrics - Log Loss Algorithm Evaluation Metrics - Log Loss 00:03:00 Algorithm Evaluation Metrics - Area Under ROC Curve Algorithm Evaluation Metrics - Area Under ROC Curve 00:06:00 Algorithm Evaluation Metrics - Confusion Matrix Algorithm Evaluation Metrics - Confusion Matrix 00:10:00 Algorithm Evaluation Metrics - Classification Report Algorithm Evaluation Metrics - Classification Report 00:04:00 Algorithm Evaluation Metrics - Mean Absolute Error - Dataset Introduction Algorithm Evaluation Metrics - Mean Absolute Error - Dataset Introduction 00:06:00 Algorithm Evaluation Metrics - Mean Absolute Error Algorithm Evaluation Metrics - Mean Absolute Error 00:07:00 Algorithm Evaluation Metrics - Mean Square Error Algorithm Evaluation Metrics - Mean Square Error 00:03:00 Algorithm Evaluation Metrics - R Squared Algorithm Evaluation Metrics - R Squared 00:04:00 Classification Algorithm Spot Check - Logistic Regression Classification Algorithm Spot Check - Logistic Regression 00:12:00 Classification Algorithm Spot Check - Linear Discriminant Analysis Classification Algorithm Spot Check - Linear Discriminant Analysis 00:04:00 Classification Algorithm Spot Check - K-Nearest Neighbors Classification Algorithm Spot Check - K-Nearest Neighbors 00:05:00 Classification Algorithm Spot Check - Naive Bayes Classification Algorithm Spot Check - Naive Bayes 00:04:00 Classification Algorithm Spot Check - CART Classification Algorithm Spot Check - CART 00:04:00 Classification Algorithm Spot Check - Support Vector Machines Classification Algorithm Spot Check - Support Vector Machines 00:05:00 Regression Algorithm Spot Check - Linear Regression Regression Algorithm Spot Check - Linear Regression 00:08:00 Regression Algorithm Spot Check - Ridge Regression Regression Algorithm Spot Check - Ridge Regression 00:03:00 Regression Algorithm Spot Check - Lasso Linear Regression Regression Algorithm Spot Check - Lasso Linear Regression 00:03:00 Regression Algorithm Spot Check - Elastic Net Regression Regression Algorithm Spot Check - Elastic Net Regression 00:02:00 Regression Algorithm Spot Check - K-Nearest Neighbors Regression Algorithm Spot Check - K-Nearest Neighbors 00:06:00 Regression Algorithm Spot Check - CART Regression Algorithm Spot Check - CART 00:04:00 Regression Algorithm Spot Check - Support Vector Machines (SVM) Regression Algorithm Spot Check - Support Vector Machines (SVM) 00:04:00 Compare Algorithms - Part 1 : Choosing the best Machine Learning Model Compare Algorithms - Part 1 : Choosing the best Machine Learning Model 00:09:00 Compare Algorithms - Part 2 : Choosing the best Machine Learning Model Compare Algorithms - Part 2 : Choosing the best Machine Learning Model 00:05:00 Pipelines : Data Preparation and Data Modelling Pipelines : Data Preparation and Data Modelling 00:11:00 Pipelines : Feature Selection and Data Modelling Pipelines : Feature Selection and Data Modelling 00:10:00 Performance Improvement: Ensembles - Voting Performance Improvement: Ensembles - Voting 00:07:00 Performance Improvement: Ensembles - Bagging Performance Improvement: Ensembles - Bagging 00:08:00 Performance Improvement: Ensembles - Boosting Performance Improvement: Ensembles - Boosting 00:05:00 Performance Improvement: Parameter Tuning using Grid Search Performance Improvement: Parameter Tuning using Grid Search 00:08:00 Performance Improvement: Parameter Tuning using Random Search Performance Improvement: Parameter Tuning using Random Search 00:06:00 Export, Save and Load Machine Learning Models : Pickle Export, Save and Load Machine Learning Models : Pickle 00:10:00 Export, Save and Load Machine Learning Models : Joblib Export, Save and Load Machine Learning Models : Joblib 00:06:00 Finalizing a Model - Introduction and Steps Finalizing a Model - Introduction and Steps 00:07:00 Finalizing a Classification Model - The Pima Indian Diabetes Dataset Finalizing a Classification Model - The Pima Indian Diabetes Dataset 00:07:00 Quick Session: Imbalanced Data Set - Issue Overview and Steps Quick Session: Imbalanced Data Set - Issue Overview and Steps 00:09:00 Iris Dataset : Finalizing Multi-Class Dataset Iris Dataset : Finalizing Multi-Class Dataset 00:09:00 Finalizing a Regression Model - The Boston Housing Price Dataset Finalizing a Regression Model - The Boston Housing Price Dataset 00:08:00 Real-time Predictions: Using the Pima Indian Diabetes Classification Model Real-time Predictions: Using the Pima Indian Diabetes Classification Model 00:07:00 Real-time Predictions: Using Iris Flowers Multi-Class Classification Dataset Real-time Predictions: Using Iris Flowers Multi-Class Classification Dataset 00:03:00 Real-time Predictions: Using the Boston Housing Regression Model Real-time Predictions: Using the Boston Housing Regression Model 00:08:00 Resources Resources - Python Machine Learning & Data Science Fundamentals 00:00:00

Starting an Ecommerce Business Certification In today's world of business, it's an absolute given that if you're not online with your product or service, you're going to lose out on customers and revenue. Every business entrepreneur needs to market his or her products online and engage with prospective customers in order to help the brand establish visibility and generate revenue. However, this process involves in-depth knowledge of Google AdWords, Facebook and other ecommerce websites to promote your products and business. Affiliate marketing is another way to promote your business by allowing others to resell your products and services and offering them rewards (monetary or otherwise). What's Covered in the Course? The video course on ecommerce covers the following useful topics: How to identify potential bloggers and influencers who can help promote your product and how to recruit them for your purpose How to create your affiliate offer and include successful case studies to attract more affiliates How to give away free e-books as part of your marketing strategy with a careful eye on copyright issues Tips on how to use email marketing and autoresponders to engage prospective customers Using online tools to retarget audience and identify customers who are interested in your product How to use keywords, descriptions and product feeds to create effective marketing campaigns using Google AdWords and Facebook How to use different features of Google AdWords and manage large product feeds How to connect Google AdWords to your account and finalise the ads that will run on your website This video course offers the following benefits Studying the course on ecommerce can help you in the following important ways: You can identify, attract and recruit the most suitable influencers and bloggers for your target audience You learn how to use email marketing tools to create automatic sequences of emails and thereby start an effective marketing campaign into motion By gaining insights into Google AdWords and Facebook marketing tools, you can give your business an extra edge over the competition

Overview This Healthy Nutrition Masterclass course will unlock your full potential and will show you how to excel in a career in Healthy Nutrition Masterclass. So upskill now and reach your full potential. Everything you need to get started in Healthy Nutrition Masterclass is available in this course. Learning and progressing are the hallmarks of personal development. This Healthy Nutrition Masterclass will quickly teach you the must-have skills needed to start in the relevant industry. In This Healthy Nutrition Masterclass Course, You Will: Learn strategies to boost your workplace efficiency. Hone your Healthy Nutrition Masterclass skills to help you advance your career. Acquire a comprehensive understanding of various Healthy Nutrition Masterclass topics and tips from industry experts. Learn in-demand Healthy Nutrition Masterclass skills that are in high demand among UK employers, which will help you to kickstart your career. This Healthy Nutrition Masterclass course covers everything you must know to stand against the tough competition in the Healthy Nutrition Masterclass field.  The future is truly yours to seize with this Healthy Nutrition Masterclass. Enrol today and complete the course to achieve a Healthy Nutrition Masterclass certificate that can change your professional career forever. Additional Perks of Buying a Course From Institute of Mental Health Study online - whenever and wherever you want. One-to-one support from a dedicated tutor throughout your course. Certificate immediately upon course completion 100% Money back guarantee Exclusive discounts on your next course purchase from Institute of Mental Health Enrolling in the Healthy Nutrition Masterclass course can assist you in getting into your desired career quicker than you ever imagined. So without further ado, start now. Process of Evaluation After studying the Healthy Nutrition Masterclass course, your skills and knowledge will be tested with a MCQ exam or assignment. You must get a score of 60% to pass the test and get your certificate.  Certificate of Achievement Upon successfully completing the Healthy Nutrition Masterclass course, you will get your CPD accredited digital certificate immediately. And you can also claim the hardcopy certificate completely free of charge. All you have to do is pay a shipping charge of just £3.99. Who Is This Course for? This Healthy Nutrition Masterclass is suitable for anyone aspiring to start a career in Healthy Nutrition Masterclass; even if you are new to this and have no prior knowledge on Healthy Nutrition Masterclass, this course is going to be very easy for you to understand.  And if you are already working in the Healthy Nutrition Masterclass field, this course will be a great source of knowledge for you to improve your existing skills and take them to the next level.  Taking this Healthy Nutrition Masterclass course is a win-win for you in all aspects.  This course has been developed with maximum flexibility and accessibility, making it ideal for people who don't have the time to devote to traditional education. Requirements This Healthy Nutrition Masterclass course has no prerequisite.  You don't need any educational qualification or experience to enrol in the Healthy Nutrition Masterclass 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 Healthy Nutrition Masterclass course. Moreover, this course allows you to learn at your own pace while developing transferable and marketable skills. Course Curriculum Introduction Course Promo 00:02:00 Introduciton & What you will learn in the course 00:04:00 who this course is for 00:02:00 what is nutrition 00:01:00 The principles of healthy dieting 00:04:00 the true dieting pyramid 00:04:00 Calorie Balance Calories Explained 00:04:00 bodyweight and health 00:05:00 Calories & bodyweight in a healthy diet 00:02:00 the twinkie diet 00:02:00 weight loss and health 00:03:00 How many calories do you need daily 00:02:00 How To Determin Your Optimal Calorie Intake 00:03:00 healthy weight ranges 00:02:00 How to lose weight if you are close to the optimal range 00:03:00 How to lose weight when you start from a higher weight 00:02:00 Diet breaks 00:05:00 How to track calories 00:05:00 How to lose weight without tracking calories 00:04:00 Food Composition food composition intro 00:03:00 Protein Composition copy 00:02:00 Carbohydrate Composition copy 00:03:00 Fat Composition copy 00:01:00 Overview food composition 00:03:00 Macronutrients Macros intro 00:01:00 Protein Explained 00:02:00 protein needs for overall health 00:02:00 How Much Carbs should you eat per day copy 00:01:00 How Much Fat Should You Eat Per Day copy 00:04:00 Overview Macronutrients 00:03:00 Nutrient Timing Nutrient Timing Intro 00:02:00 Nutrient Timing Facts 00:04:00 Nutrient Timing Recommendations 00:02:00 Supplements Supplements intro 00:04:00 Why Mulitvitamins arent a good idea 00:02:00 supplements for vegans and vegetarians 00:02:00 supplements for joint health 00:02:00 supplements for improved sleep 00:02:00 supplements for better memory and focus 00:02:00 Supplements Overview 00:01:00 How to naturally increase testosterone 00:07:00 Healthy Eating Fundamentals basics of healthy dieting 00:02:00 making changs towards a healthier diet 00:04:00 How to read a nutrition label copy 00:03:00 Health Myths, Diet Fads & More diet myths into 00:01:00 Dieting myth #1 Carbs are bad for you copy 00:02:00 Dieting Myth #2 Fat is bad for you copy 00:02:00 Dieting Myth #3 Protein is bad for you copy 00:04:00 Dieting Myth #4 Eating Eggs Raises Cllesterol copy 00:01:00 Dieting Myth #5 Avoid Salt At All Cost copy 00:01:00 Dieting Myth #6 Eat several small meals throughout the day to lose weight copy 00:01:00 Dieting Myth #7 Diet Foods Will Lead To Weight Loss copy 00:01:00 Red meat always causes cancer copy 00:03:00 Common Diet Trends Explained Common Diets Intro 2 copy 00:01:00 Gluten Free Diet Explained copy 00:03:00 Paleo Diet Explained copy 00:04:00 Low Carb Diet Explained copy 00:03:00 Intermittend Fasting Explained copy 00:03:00 Vegan Diet Explained copy 00:05:00 Micronutrients (Vitamins & Minerals) Micronutrients Introduction 2 copy 00:01:00 Vitamin A copy 00:02:00 Vitamin B copy 00:01:00 Vitamin C copy 00:01:00 Vitamin D copy 00:02:00 Vitmain E copy 00:01:00 Vitamin K copy 00:01:00 Calcium copy 00:02:00 Magnesium copy 00:01:00 Phosphorus copy 00:01:00 Potassium copy 00:01:00 Sodium copy 00:01:00 Copper copy 00:01:00 Iron copy 00:01:00 Zinc copy** 00:02:00 water copy 00:04:00