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Build your own AI-driven image classifier web application

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

Create expressive facial animations by using keyframe animation in Unreal Engine 4 and Daz Studio

SharePoint Foundation, launched by Microsoft, is an excellent solution for the business company if you need a secure, manageable, web-based collaboration platform. A solid foundation of the program will help you to run an organisation efficiently. The SharePoint Foundation Basics and Advanced - Complete Video Training course is the best solution if you want to be an expert user of SharePoint Foundation. The course is divided into two parts. At first, you will be introduced to basics of SharePoint Foundation and learn how to use lists, libraries, view, account information, etc. You will learn the procedures of organising, managing and sharing information. The second part will explain the contents of the first part elaborately. For example, you will learn the use of lists elaborately that includes the knowledge of announcements, events, link lists, task lists, contacts, and deleting list items. Similarly, the course explains about libraries, accounting information in detailed. In short, the course will make you a pro user of SharePoint Foundation and help you to work in this browser-based collaboration and document management platform. Assessment: At the end of the course, you will be required to sit for an online MCQ test. Your test will be assessed automatically and immediately. You will instantly know whether you have been successful or not. Before sitting for your final exam you will have the opportunity to test your proficiency with a mock exam. Certification: After completing and passing the course successfully, you will be able to obtain an Accredited Certificate of Achievement. Certificates can be obtained either in hard copy at a cost of £39 or in PDF format at a cost of £24. Who is this Course for? SharePoint Foundation Basics and Advanced - Complete Video Training is certified by CPD Qualifications Standards and CiQ. This makes it perfect for anyone trying to learn potential professional skills. As there is no experience and qualification required for this course, it is available for all students from any academic background. Requirements Our SharePoint Foundation Basics and Advanced - Complete Video Training is fully compatible with any kind of device. Whether you are using Windows computer, Mac, smartphones or tablets, you will get the same experience while learning. Besides that, you will be able to access the course with any kind of internet connection from anywhere at any time without any kind of limitation. Career Path After completing this course you will be able to build up accurate knowledge and skills with proper confidence to enrich yourself and brighten up your career in the relevant job market. Module 01 : SharePoint Foundation Basics Getting Started Getting Started 00:20:00 Lists Announcements 00:15:00 Events 00:10:00 Link Lists 00:07:00 Task Lists 00:11:00 Contacts 00:11:00 Deleting List Items 00:12:00 Libraries Document Libraries 00:30:00 Picture Libraries 00:23:00 Wiki Pages 00:15:00 Asset Libraries 00:03:00 Form Libraries 00:08:00 Team Communication Discussion Boards 00:16:00 Surveys 00:08:00 Blog Pages 00:15:00 Views Page Views 00:14:00 Personal Views 00:11:00 Account Information and Notifications Personal and Regional Settings 00:11:00 Alerts 00:15:00 RSS Feeds 00:16:00 Module 02 : SharePoint Foundation Advanced SharePoint Libraries SharePoint Libraries FREE 00:25:00 SharePoint Lists 00:44:00 Changing the Look and Feel Navigation 00:23:00 Site Themes 00:12:00 Customizing a Site Changing Site Components 00:18:00 Managing Item Controls 00:25:00 Editing Pages 00:14:00 Controlling Information Display Public Views 00:13:00 RSS Feed Settings 00:09:00 Creating Workflows Workflows 00:31:00 Adding to Site Galleries Site Galleries 00:18:00 Certificate and Transcript Order Your Certificates and Transcripts 00:00:00

This course is about developing core skills that will stay with you for a lifetime. It is designed such that you can watch the material and follow along step-by-step. It focuses on the implementation of YOLOv4 to get you up and running. You'll be an object detecting ninja in no time and be able to graduate to more advanced content.

Course Overview Learn all the essential skills to become an expert in Functional IT. From this comprehensive Functional Skills - IT course, you will be able to understand the principles of Functional IT. In the step-by-step training process, you will acquire practical skills along with theoretical knowledge. The Qualified professionals will assist you throughout this learning process. This Functional Skills - IT is structured to ensure you have all the adequate skills to secure a position in this competitive industry. You will achieve the confidence and competency to bear all the responsibilities of this profession. The course will add all the right credentials to your resume and increase your employability in this growing industry. Learning Outcomes Get a deep understanding of the fundamentals of Information Technology (IT) Master all the IT Components Understand how operating systems work Master software building tools and languages Learn how information flows within IT and how Storage Companies and Technologies work Who is this course for? Anyone who is now employed in this field or who aspires to be one should take this course. Your knowledge will grow through taking this course, which will also strengthen your resume. To demonstrate your newly gained knowledge, develop crucial abilities and receive a professional credential. Entry Requirement This course is available to all learners, of all academic backgrounds. Learners should be aged 16 or over to undertake the qualification. Good understanding of English language, numeracy and ICT are required to attend this course. Certification After you have successfully completed the course, you will be able to obtain an Accredited Certificate of Achievement. You can however also obtain a Course Completion Certificate following the course completion without sitting for the test. Certificates can be obtained either in hardcopy at the cost of £39 or in PDF format at the cost of £24. PDF certificate's turnaround time is 24 hours, and for the hardcopy certificate, it is 3-9 working days. Why choose us? Affordable, engaging & high-quality e-learning study materials; Tutorial videos/materials from the industry-leading experts; Study in a user-friendly, advanced online learning platform; Efficient exam systems for the assessment and instant result; The UK & internationally recognized accredited qualification; Access to course content on mobile, tablet or desktop from anywhere anytime; The benefit of career advancement opportunities; 24/7 student support via email. Career Path The Functional Skills - IT course is intended to assist you in obtaining the dream job or maybe the promotion you've always desired. With the assistance and direction of our Functional Skills - IT course, learn the vital abilities and knowledge you require to succeed in your life. Section 01: Introduction Unit 01: Introduction 00:01:00 Unit 02: Course Outline 00:06:00 Section 02: Information Technology Unit 01: Facts about Information Technology (IT) 00:05:00 Unit 02: What is Information Technology & How IT Works 00:02:00 Section 03: Components of IT Unit 01: IT Components 00:02:00 Section 04: Hardware Unit 01: What is Hardware 00:02:00 Unit 02: Examples of Computer 00:02:00 Unit 03: Computer Hardware Manufacturers 00:04:00 Unit 04: Hardware Jobs 00:05:00 Section 05: Operating System Unit 01: What is Operating System 00:02:00 Unit 02: Examples of Operating System 00:08:00 Unit 03: Operating System Jobs 00:10:00 Unit 04: OS Tools Related Jobs 00:02:00 Section 06: Application/Software Unit 01: What is Application/Software 00:03:00 Unit 02: Software Building Tools and Languages 00:03:00 Unit 03: Software/Application Building Jobs 00:03:00 Unit 04: Software/Application User Jobs 00:03:00 Section 07: Networking Unit 01: What is Computer Networking 00:02:00 Unit 02: Computer Network Companies 00:02:00 Unit 03: Network Jobs 00:04:00 Section 08: Security Unit 01: What is Computer Security 00:02:00 Unit 02: Security Companies 00:01:00 Unit 03: Security Jobs 00:03:00 Section 09: Traffic Flow & Enterprise Level IT Components Unit 01: How Information Flow within IT 00:02:00 Unit 02: Enterprise Level IT Components 00:02:00 Section 10: Storage Unit 01: What is Storage 00:05:00 Unit 02: Storage Companies and Technologies 00:02:00 Unit 03: Jobs in Storage 00:02:00 Section 11: Database Unit 01: What is Database 00:02:00 Unit 02: Database Type and Technologies 00:04:00 Unit 03: Database Jobs 00:02:00 Section 12: Virtualisation & Cloud Unit 01: What is Virtualisation 00:03:00 Unit 02: What is Cloud Technology 00:02:00 Unit 03: Virtualisation and Cloud Companies 00:02:00 Unit 04: Virtualisation and Cloud Jobs 00:02:00 Section 13: Management & Other IT Jobs Unit 01: IT Management Jobs 00:03:00 Unit 02: Other IT Jobs 00:09:00 Order Your Certificates and Transcripts Order Your Certificates and Transcripts 00:00:00

CompTIA Security+ Certification is a comprehensive course covering essential aspects of information security, designed to equip learners with the foundational knowledge and skills needed to navigate the complex landscape of cybersecurity.

Selling information products is a very profitable business, whether it is an eBook, a mp3 file or an instructional video. Marketing such products can make you RICH! You need very little working capital in comparison to other business start ups, and this course will teach you how to design your product quickly and easily in just the next seven days. You will learn how and why you need to create Information Based Products to make money online. We will provide you with methods that will help you discover and satisfy people's needs and wants. Remember, this is a fundamental course, and much of your success is dependent on your skill to take ACTION. So put all your negative beliefs behind you and just do it! Course Highlights Certified Diploma in Creating Information Product is an award winning and the best selling course that has been given the CPD Certification & IAO accreditation. It is the most suitable course anyone looking to work in this or relevant sector. It is considered one of the perfect courses in the UK that can help students/learners to get familiar with the topic and gain necessary skills to perform well in this field. We have packed Certified Diploma in Creating Information Product into 13 modules for teaching you everything you need to become successful in this profession. To provide you ease of access, this course is designed for both part-time and full-time students. You can become accredited in just 9 hours, 15 minutes and it is also possible to study at your own pace. We have experienced tutors who will help you throughout the comprehensive syllabus of this course and answer all your queries through email. For further clarification, you will be able to recognize your qualification by checking the validity from our dedicated website. Why You Should Choose Certified Diploma in Creating Information Product Lifetime access to the course No hidden fees or exam charges CPD Accredited certification on successful completion Full Tutor support on weekdays (Monday - Friday) Efficient exam system, assessment and instant results Download Printable PDF certificate immediately after completion Obtain the original print copy of your certificate, dispatch the next working day for as little as £9. Improve your chance of gaining professional skills and better earning potential. Who is this Course for? Certified Diploma in Creating Information Product is CPD certified and IAO accredited. This makes it perfect for anyone trying to learn potential professional skills. As there is no experience and qualification required for this course, it is available for all students from any academic backgrounds. Requirements Our Certified Diploma in Creating Information Product is fully compatible with any kind of device. Whether you are using Windows computer, Mac, smartphones or tablets, you will get the same experience while learning. Besides that, you will be able to access the course with any kind of internet connection from anywhere at any time without any kind of limitation. Career Path You will be ready to enter the relevant job market after completing this course. You will be able to gain necessary knowledge and skills required to succeed in this sector. All our Diplomas' are CPD and IAO accredited so you will be able to stand out in the crowd by adding our qualifications to your CV and Resume. Introduction 00:15:00 Why Would You Create an Information Product? 02:00:00 Getting an Idea for your Product 00:15:00 So how can we research what people are looking for? 01:00:00 Research and Building up Knowledge 01:00:00 Types of Info Product 00:15:00 Tools you may need to produce your Product. 00:15:00 Creating Your Product Outline 01:00:00 Create It Yourself or Outsource It 00:30:00 How to Create a Video Informational Product 01:00:00 How to Add Value to Your Product 01:00:00 Sale Page Tips 00:30:00 Conclusion 00:15:00 Mock Exam Final Exam

An idea for a website might sound easy at the moment, and the layout and design could already be set in your mind. But nothing will be possible without the web host helping it along the way. For newbie's who are just venturing out into the world of web design and website publishing, choosing the stable web host can be a daunting task. In this course will acquaint you with the basics of web hosting and most importantly how to use it. Whether you are looking to put your business website on the internet, your blog or just starting your first online business this course is perfect for you. In no time, you will learn how to choose the perfect domain name and host to fit your needs. Get your site live that too with no previous technical skills required. Course Highlights Certified Diploma in Web Hosting is an award winning and the best selling course that has been given the CPD Certification & IAO accreditation. It is the most suitable course anyone looking to work in this or relevant sector. It is considered one of the perfect courses in the UK that can help students/learners to get familiar with the topic and gain necessary skills to perform well in this field. We have packed Certified Diploma in Web Hosting into 7 modules for teaching you everything you need to become successful in this profession. To provide you ease of access, this course is designed for both part-time and full-time students. You can become accredited in just 5 hours, 40 minutes and it is also possible to study at your own pace. We have experienced tutors who will help you throughout the comprehensive syllabus of this course and answer all your queries through email. For further clarification, you will be able to recognize your qualification by checking the validity from our dedicated website. Why You Should Choose Certified Diploma in Web Hosting Lifetime access to the course No hidden fees or exam charges CPD Accredited certification on successful completion Full Tutor support on weekdays (Monday - Friday) Efficient exam system, assessment and instant results Download Printable PDF certificate immediately after completion Obtain the original print copy of your certificate, dispatch the next working day for as little as £9. Improve your chance of gaining professional skills and better earning potential. Who is this Course for? Certified Diploma in Web Hosting is CPD certified and IAO accredited. This makes it perfect for anyone trying to learn potential professional skills. As there is no experience and qualification required for this course, it is available for all students from any academic backgrounds. Requirements Our Certified Diploma in Web Hosting is fully compatible with any kind of device. Whether you are using Windows computer, Mac, smartphones or tablets, you will get the same experience while learning. Besides that, you will be able to access the course with any kind of internet connection from anywhere at any time without any kind of limitation. Career Path You will be ready to enter the relevant job market after completing this course. You will be able to gain necessary knowledge and skills required to succeed in this sector. All our Diplomas' are CPD and IAO accredited so you will be able to stand out in the crowd by adding our qualifications to your CV and Resume. Chapter-1 Introduction to Web Hosting 00:30:00 Chapter-2 Types of Web Hosting and the Differences 01:00:00 Chapter-3 What to Look for in a Web Host 01:00:00 Chapter-4 Working with cPanel 01:00:00 Chapter-5 How to Point Your Domain Name to Your Web Host 00:30:00 Chapter-6 Getting Your Website Up 00:30:00 Chapter-7 Conclusion 00:30:00 Mock Exam Mock Exam-Certified Diploma in Web Hosting 00:20:00 Final Exam Final Exam-Certified Diploma in Web Hosting 00:20:00

Operating system is a special purpose software that is used to manage the overall computer. It is the fundamental and building block of any working computer system. Thus, knowing about how to use computer operating systems is a must for any end user. Our course is designed to deliver you the fundamental knowledge related to operating a computer. It will also teach you the attributes that are very useful to make the computer functional. Besides that, you will get to know about the the standards and how to use them properly. Most importantly, you will get to learn about different types of operating systems including windows, Mac, Linux and Unix. If you think you are ready to understand how your computer works and how get the best out of your PC, then enrol and be a computer master in no time. Course Highlights Computer Operating System Certificate Course is an award winning and the best selling course that has been given the CPD Certification & IAO accreditation. It is the most suitable course anyone looking to work in this or relevant sector. It is considered one of the perfect courses in the UK that can help students/learners to get familiar with the topic and gain necessary skills to perform well in this field. We have packed Computer Operating System Certificate Course into 13 modules for teaching you everything you need to become successful in this profession. To provide you ease of access, this course is designed for both part-time and full-time students. You can become accredited in just 9 hours and it is also possible to study at your own pace. We have experienced tutors who will help you throughout the comprehensive syllabus of this course and answer all your queries through email. For further clarification, you will be able to recognize your qualification by checking the validity from our dedicated website. Why You Should Choose Computer Operating System Certificate Course Lifetime access to the course No hidden fees or exam charges CPD Accredited certification on successful completion Full Tutor support on weekdays (Monday - Friday) Efficient exam system, assessment and instant results Download Printable PDF certificate immediately after completion Obtain the original print copy of your certificate, dispatch the next working day for as little as £9. Improve your chance of gaining professional skills and better earning potential. Who is this Course for? Computer Operating System Certificate Course is CPD certified and IAO accredited. This makes it perfect for anyone trying to learn potential professional skills. As there is no experience and qualification required for this course, it is available for all students from any academic backgrounds. Requirements Our Computer Operating System Certificate Course is fully compatible with any kind of device. Whether you are using Windows computer, Mac, smartphones or tablets, you will get the same experience while learning. Besides that, you will be able to access the course with any kind of internet connection from anywhere at any time without any kind of limitation. Career Path You will be ready to enter the relevant job market after completing this course. You will be able to gain necessary knowledge and skills required to succeed in this sector. All our Diplomas' are CPD and IAO accredited so you will be able to stand out in the crowd by adding our qualifications to your CV and Resume. Introduction 00:15:00 What is an Operating System? 00:30:00 History of Operating System 00:30:00 What an Operating System Does 01:00:00 Microsoft Windows 01:00:00 MAC OS 01:00:00 UNIX 00:30:00 LINUX 00:30:00 GNU 00:30:00 Other Operating Systems 01:00:00 Installing an Operating System 01:00:00 Defining The Processes 01:00:00 Conclusion 00:15:00 Mock Exam Final Exam