4109 Computing courses in Chippenham delivered On Demand

24-Hour Knowledge Knockdown! Prices Reduced Like Never Before Did you know that in the UK alone, there are over 1.2 million job openings in the tech sector? And guess what? Coding skills are in high demand! But where do you even begin? This Coding Training Bundle is your one-stop shop to becoming a coding wizard, no matter your starting point. Our Coding (Computer Programming, Python & JavaScript) bundle equips you with the fundamental building blocks of coding, empowering you to build websites, automate tasks, and even create your own software. You'll master the fundamentals of web development with HTML, CSS, and JavaScript. Then, refine your knowledge of object-oriented programming with Python and C++, learning to build robust applications. Finally, solidify your understanding of JavaScript with a dedicated course. This Coding Bundle Contains 4 of Our Premium Courses for One Discounted Price: Course 01: Introduction to Coding With HTML, CSS, & Javascript Course 03: Python Basic Programming for Absolute Beginners Course 02: C++ Programming for Absolute Beginners Course 04: JavaScript Fundamentals Don't miss out on this opportunity to become a tech-savvy professional and unlock your true potential. Enrol today in this Coding course and start coding your way to success! Learning Outcomes of Coding: Computer Programming (Python) Understand the basic building blocks of web development with HTML, CSS, and Javascript. Grasp core Python programming concepts like variables, data types, loops, and functions. Explore C++, a powerful language for game development and systems programming. Solidify your understanding of Javascript, a cornerstone of web and mobile app development. Gain the foundational knowledge to pursue further learning in various coding specializations. Develop the problem-solving and analytical skills crucial for a successful coding career. Why Choose Us? Get a Free CPD Accredited Certificate upon completion of Coding: Computer Programming (Python) Get a free student ID card with Coding: Computer Programming (Python) Training program (£10 postal charge will be applicable for international delivery) The Coding: Computer Programming (Python) is affordable and simple to understand This course is entirely online, interactive lesson with voiceover audio Get Lifetime access to the Coding: Computer Programming (Python) course materials The Coding: Computer Programming (Python) comes with 24/7 tutor support Start your learning journey straightaway! *** Course Curriculum *** Course 01: Introduction to Coding With HTML, CSS, & Javascript Welcome HTML 5 CSS 3 Bootstrap Project 1 - Design A Landing Page Project 2 - Business Website Project 3 - Portfolio Course 02: Python Basic Programming for Absolute Beginners Section 01: Introduction Section 02: Introduction To Python And Setting Up Section 03: PythonBasic Section 04: Python Strings Section 05: Python Operators Section 06: Python Sequences Section 07: Python Statements Section 08: Python Control Flow Statements Section 09: Python Games For Beginners Section 10: Python Functions Section 11: Working With File Structure Section 12: Regular Expressions Section 13: PythonProject Course 03: C++ Programming for Absolute Beginners Section 01: Getting Started With C++ Section 02: Setting Up Local Development Section 03: C++ Basics Section 04: C++ Data Types Section 05: C++ Operators Section 06: C++ Strings Section 07: C++ Decision Making Section 08: C++ Control Flow Loops Section 09: C++ Arrays Section 10: C++ Functions How will I get my Certificate? After successfully completing the course, you will be able to order your Certificates as proof of your achievement. PDF Certificate: Free (Previously it was £12.99*4 = £51) CPD Hard Copy Certificate: £29.99 CPD 160 CPD hours / points Accredited by CPD Quality Standards Who is this course for? Anyone interested in learning more about the topic is advised to take this bundle. This bundle is ideal for: Tech enthusiasts Creative minds Problem solvers Future coders Career changers Requirements You will not need any prior background or expertise in this Coding bundle. Career path This Coding bundle will allow you to kickstart or take your career in the related sector to the next stage, such as: Web Developer Software Engineer Data Analyst Mobile App Developer Game Developer Freelancer Certificates CPD QS Accredited PDF Certificate Digital certificate - Included CPD QS Accredited Hard copy certificate Hard copy certificate - £29 If you are an international student, you will be required to pay an additional fee of 10 GBP for international delivery, and 4.99 GBP for delivery within the UK, for each certificate

Overview Cyber Security Awareness Training Course is yet another 'Teacher's Choice' course from Teachers Training for a complete understanding of the fundamental topics. You are also entitled to exclusive tutor support and a professional CPD-accredited certificate in addition to the special discounted price for a limited time. Just like all our courses, this Cyber Security Awareness Training Course and its curriculum have also been designed by expert teachers so that teachers of tomorrow can learn from the best and equip themselves with all the necessary skills. Consisting of several modules, the course teaches you everything you need to succeed in this profession. The course can be studied part-time. You can become accredited within 05 Hours studying at your own pace. Your qualification will be recognised and can be checked for validity on our dedicated website. Why Choose Teachers Training Some of our website features are: This is a dedicated website for teaching 24/7 tutor support Interactive Content Affordable price Courses accredited by the UK's top awarding bodies 100% online Flexible deadline Entry Requirements No formal entry requirements. You need to have: Passion for learning A good understanding of the English language Be motivated and hard-working Over the age of 16. Certification CPD Certification from The Teachers Training Successfully completing the MCQ exam of this course qualifies you for a CPD-accredited certificate from The Teachers Training. You will be eligible for both PDF copy and hard copy of the certificate to showcase your achievement however you wish. You can get your digital certificate (PDF) for £4.99 only Hard copy certificates are also available, and you can get one for only £10.99 You can get both PDF and Hard copy certificates for just £12.99! The certificate will add significant weight to your CV and will give you a competitive advantage when applying for jobs. Module 01: Introduction to Cyber Security Introduction to Cyber Security 00:12:00 Module 02: Cyber Attacks Cyber Attacks 00:10:00 Cyber Attacks (PDF) 00:16:00 Module 03: Cybercrimes Cybercrimes 00:13:00 Cybercrimes (PDF) 00:26:00 Module 04: Cyber Security and Data Breaches Cyber Security and Data Breaches 00:14:00 Cyber Security and Data Breaches (PDF) 00:18:00 Module 05: Staying Safe Staying Safe 00:11:00 Staying Safe (PDF) 00:20:00

Cyber Security is yet another 'Teacher's Choice' course from Teachers Training for a complete understanding of the fundamental topics. You are also entitled to exclusive tutor support and a professional CPD-accredited certificate in addition to the special discounted price for a limited time. Just like all our courses, this Cyber Security and its curriculum have also been designed by expert teachers so that teachers of tomorrow can learn from the best and equip themselves with all the necessary skills. Consisting of several modules, the course teaches you everything you need to succeed in this profession. The course can be studied part-time. You can become accredited within 6 hours studying at your own pace. Your qualification will be recognised and can be checked for validity on our dedicated website. Why Choose Teachers Training Some of our website features are: This is a dedicated website for teaching 24/7 tutor support Interactive Content Affordable price Courses accredited by the UK's top awarding bodies 100% online Flexible deadline Entry Requirements No formal entry requirements. You need to have: Passion for learning A good understanding of the English language Be motivated and hard-working Over the age of 16. Certification CPD Certification from The Teachers Training Successfully completing the MCQ exam of this course qualifies you for a CPD-accredited certificate from The Teachers Training. You will be eligible for both PDF copy and hard copy of the certificate to showcase your achievement however you wish. You can get your digital certificate (PDF) for £4.99 only Hard copy certificates are also available, and you can get one for only £10.99 You can get both PDF and Hard copy certificates for just £12.99! The certificate will add significant weight to your CV and will give you a competitive advantage when applying for jobs. FUNDAMENTALS OF NETWORKING Network Topologies 00:06:00 History and Applications of Computer Networking 00:06:00 Protocols and Standards 00:04:00 Introduction to OSI Model 00:04:00 Layers of OSI Model 00:07:00 Introduction to TCP/IP Model 00:10:00 OSI Model vs TCP/IP Model 00:04:00 Addressing in Computer Networks 00:09:00 IP Address- IPv4 and IPv6 00:07:00 Classes of IP Address 00:10:00 PRACTICAL : HOW TO FIND OUT YOUR PC's IP ADDRESS 00:03:00 PRACTICAL : HOW TO FIND OUT YOUR PC'S MAC ADDRESS 00:05:00 The Internet Protocol (IP) 00:07:00 Address Resolution Protocol (ARP) 00:09:00 Dynamic Host Configuration Protocol (DHCP) 00:08:00 Internet Control Message Protocol (ICMP) 00:06:00 RIP and OSPF Protocols 00:06:00 PRACTICAL : HOW TO FIND OUT THE PATH OF DATA PACKETS USING TRACERT 00:03:00 What are Sockets? 00:05:00 File Transfer Protocol (FTP) 00:03:00 Hypertext Transfer Protocol (HTTP) 00:04:00 Domain Name System (DNS) 00:03:00 GETTING STARTED WITH CYBER SECURITY Definition of Computer Security 00:03:00 Interesting Facts about Cyber Security 00:05:00 History of Cyber Security 00:07:00 Scope and Career Insights in Cyber Security 00:08:00 LET'S BEGIN - THE FUNDAMENTALS OF CYBER SECURITY Introduction 00:01:00 Types of Computer Security 00:03:00 Key Terms in Cyber Security 00:07:00 The Elements of Information Security 00:06:00 Types of Attacks 00:10:00 Roles in Cyber Security : Part 1 00:08:00 Roles in Cyber Security : Part 2 00:06:00 DIVING DEEP INTO CYBER SECURITY Security Architect's View of Security 00:08:00 What is Vulnerability Assessment? 00:05:00 4 Phases of Vulnerability Assessment 00:09:00 Introduction to Cryptography 00:06:00 Symmetric Encryption 00:03:00 Asymmetric Encryption 00:04:00 Hashing 00:07:00 Security Organizations 00:05:00 Critical Thinking in Cyber Security 00:04:00 The Five Critical Thinking Skills 00:06:00 PRACTICAL : USING NSLOOKUP TOOL 00:03:00 TYPES OF ACTORS, ATTACKS, MALWARE AND RESOURCES Different types of Actors in Cyber Security 00:10:00 Types of Cyber Attacks 00:04:00 Hacking Organizations around the Globe 00:05:00 Security Services and Mechanisms 00:03:00 Introduction to Threats 00:03:00 What is a Malware? 00:07:00 Types of Trojans 00:06:00 Types of Virus 00:07:00 Have you ever heard about a Ransomware? 00:09:00 The Cyber Kill Chain 00:09:00 Introduction to Social Engineering 00:05:00 Types of Social Engineering 00:07:00 KEY SECURITY CONCEPTS Confidentiality - The Most Important Element of Security 00:04:00 Introduction to Incident Response Team 00:05:00 Phases of Incident Response 00:05:00 Laws in Cyber Security 00:05:00 What are Audits in Cyber Security 00:04:00 Internal Audit vs External Audit 00:04:00 The NIST Framework 00:03:00 The COBIT Framework 00:04:00 FIREWALLS AND ANTIVIRUS Intrusion Detection System 00:05:00 Introduction to Firewalls 00:05:00 What is DMZ? 00:04:00 Different types of Firewalls 00:09:00

IT Security & Computer Maintenance Training Open up your IT passion by unlocking our IT Security & Computer Maintenance Training course! Do you want to begin a career as a professional in IT security? Do you want to expand your knowledge about IT security? With the help of this IT Security & Computer Maintenance Training course, you'll be more determined than ever to advance your professional career and broaden your knowledge in this IT security area. Although they sound similar, information security and IT security refer to different types of security. Information security refers to the practices and tools used to prevent unauthorised access to sensitive corporate data, whereas IT security is the protection of digital data through computer network security. Even though maintaining IT security may be expensive, a significant breach may cost a company far more. This IT Security & Computer Maintenance Training Course will provide you with a solid foundation so that you can develop the confidence to become an expert in IT Security and acquire more sophisticated skills to fill in the gaps for increased effectiveness and productivity. If you think you have what it takes to enter this IT security field, an IT security course can help you with your initial training and job preparation. IT Security is ready with all the necessary data that is meant to instruct and direct people in the requirements for this position. Don't wait any longer. Enrol in our IT Security & Computer Maintenance Training course to become a certified IT security professional. IT Security & Computer Maintenance Training Course This Criminology and IT Security & Computer Maintenance Training Course includes a FREE PDF Certificate. Lifetime access to this IT Security & Computer Maintenance Training Course Instant access to this Criminology and IT Security & Computer Maintenance Training Course Get FREE Tutor Support to this IT Security & Computer Maintenance Training Course IT Security & Computer Maintenance Training Ignite your passion with our IT Security & Computer Maintenance Training course! Ready to start a career in IT Security & Computer Maintenance Training? This course equips you with foundational skills to secure digital data and network systems, essential for preventing costly breaches. You’ll learn the critical distinctions between information security and IT Security & Computer Maintenance Training, gaining advanced tools for productivity and effectiveness. Develop the confidence to excel as a certified professional in IT Security & Computer Maintenance Training. Don’t miss out—enrol today and set yourself up for success in this vital field! Who is this course for? IT Security & Computer Maintenance Training Anyone who wants to work in the IT industry can take our IT Security & Computer Maintenance Training course. Requirements IT Security & Computer Maintenance Training To enrol in this IT Security & Computer Maintenance Training Course, students must fulfil the following requirements: Good Command over English language is mandatory to enrol in our IT Security & Computer Maintenance Training Course. Be energetic and self-motivated to complete our IT Security & Computer Maintenance Training Course. Basic computer Skill is required to complete our IT Security & Computer Maintenance Training Course. If you want to enrol in our IT Security & Computer Maintenance Training Course, you must be at least 15 years old. Career path IT Security & Computer Maintenance Training Many doors in the job market will be made available by the IT Security & Computer Maintenance Training course. For instance, an IT technician, a cyber security analyst, or a penetration tester. The average salary for IT Security & Computer Maintenance Training professionals in the UK ranges between £60,000 and £100,000 per annum.

IT Security & Data Analysis Course - CPD Certified Open up your IT passion by unlocking our IT security course! Do you want to begin a career as a professional in IT security? Do you want to expand your knowledge about IT security? With the help of this IT Security course, you'll be more determined than ever to advance your professional career and broaden your knowledge in this IT security area. Although they sound similar, information security and IT security refer to different types of security. Information security refers to the practices and tools used to prevent unauthorised access to sensitive corporate data, whereas IT security is the protection of digital data through computer network security. Even though maintaining IT security may be expensive, a significant breach may cost a company far more. This IT Security Course will provide you with a solid foundation so that you can develop the confidence to become an expert in IT Security and acquire more sophisticated skills to fill in the gaps for increased effectiveness and productivity. If you think you have what it takes to enter this IT security field, an IT security course can help you with your initial training and job preparation. IT Security is ready with all the necessary data that is meant to instruct and direct people in the requirements for this position. Don't wait any longer. Enrol in our IT security course to become a certified IT security professional. IT Security & Data Analysis Course - CPD CertifiedCourse This IT Security: IT Security Course includes a FREE PDF Certificate. Lifetime access to this IT Security: IT Security Course Instant access to this IT Security: IT Security Course Get FREE Tutor Support to this IT Security: IT Security Course IT Security & Data Analysis Course - CPD Certified Unlock your career potential with our IT Security course! Ready to dive into the world of IT Security? Our comprehensive IT Security course equips you with essential skills to protect digital data and secure networks. You’ll gain expertise in areas like information security vs. IT Security, learning the differences and critical tools needed for each. This IT Security course prepares you to tackle real-world challenges, understand the financial impacts of security breaches, and become a trusted expert. Don’t miss out—enrol in our IT Security course today and set yourself on the path to becoming a certified IT Security professional! Who is this course for? IT Security & Data Analysis Course - CPD Certified Anyone who wants to work in the IT industry can take our It Security: IT Security course. Requirements IT Security & Data Analysis Course - CPD Certified To enrol in this IT Security Course, students must fulfil the following requirements: Good Command over English language is mandatory to enrol in our IT Security: IT Security Course. Be energetic and self-motivated to complete our IT Security: IT Security Course. Basic computer Skill is required to complete our IT Security: IT Security Course. If you want to enrol in our IT Security: IT Security Course, you must be at least 15 years old. Career path IT Security & Data Analysis Course - CPD Certified Many doors in the job market will be made available by the IT Security course. For instance, an IT technician, a cyber security analyst, or a penetration tester. The average salary for IT security professionals in the UK ranges between £60,000 and £100,000 per annum.

Computer Maintenance: Computer Maintenance Computer maintenance course will welcome you to a smooth, powerful Computer world. So that, you may become a tech master! Are you ready to begin working in IT or as a computer maintenance specialist? Our computer maintenance course will assist you in comprehending a computer's internal operations and gaining the skills necessary to execute computer maintenance activities to maximise its performance and longevity. With the assistance of our specialised Computer Maintenance: Computer Maintenance Course, you will acquire the knowledge and skills necessary to manage any computer-related issue that comes your way. The fundamentals of building, maintaining, and troubleshooting computer hardware and software are covered in this course on computer maintenance. computer maintenance includes subjects like setting up hardware elements including hard drives, processors, and memory. Computer maintenance courses instruct students on upgrades, backups, and security. You will learn the abilities and information required to competently maintain and troubleshoot computer systems in the computer maintenance course. The Computer Maintenance Course comes with a variety of educational films, clear pictures, instructions, assistance, and other materials. Throughout the course, you will have access to online support. Online access to the Computer Maintenance Course makes it possible for you to learn at your own pace and from the convenience of your home. The modules for the Computer Maintenance Course are accessible online from any location or device with an internet connection. Grab the chance to become an expert in computer maintenance. Learn the tricks to ensuring a computer runs flawlessly by enrolling right away in our computer maintenance course. Maintaining computers effectively will open up exciting career opportunities by our computer maintenance course! Main Course: Computer Maintenance Free Courses are including with this Computer Maintenance Course Along with The Computer Maintenance Course, We Offer a free IT Security Course Along with The Computer Maintenance Course, We Offer a free Social Media Marketing Course Along with The Computer Maintenance Course, We Offer a free Level 4 Time Management Course Special Offers of this Computer Maintenance Course This Computer Maintenance Course includes a FREE PDF Certificate. Lifetime access to this Computer Maintenance Course Instant access to this Computer Maintenance Course Get FREE Tutor Support to this Computer Maintenance Course Computer Maintenance: Computer Maintenance Learn the fundamentals of computer systems, their parts, and their operations with this Computer Maintenance: Computer Maintenance Course. Explore the motherboard, the beating heart of a computer system. You can solve common motherboard problems and learn about its various components with the assistance of this Computer Maintenance: Computer Maintenance Course. You can acquire the abilities and information required to confidently maintain and troubleshoot computer systems by enrolling in our Computer Maintenance: Computer Maintenance Course. Who is this course for? Computer Maintenance: Computer Maintenance This Computer Maintenance Course is open for all and is especially suited for: Aspiring IT professionals Computer enthusiasts Anyone interested in learning the fundamentals of computer maintenance Whoever desires to troubleshoot their own computers Everyone who wants to construct their own gaming computer Anyone aspiring to build a career as a Computer Technician Requirements Computer Maintenance: Computer Maintenance To enrol in this Computer Maintenance Course, students must fulfil the following requirements. To join in our Computer Maintenance Course, you must have a strong command of the English language. To successfully complete our Computer Maintenance Course, you must be vivacious and self driven. To complete our Computer Maintenance Course, you must have a basic understanding of computers. A minimum age limit of 15 is required to enrol in this Computer Maintenance Course. Career path Computer Maintenance: Computer Maintenance You can find employment in this field with the help of this computer maintenance course. With this computer maintenance course, you may stand out on your resume and get more work prospects, you may work as a: Computer Specialist Technician for PC Maintenance Expert in Technical Support Systems Engineer

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Build your own AI-driven image classifier web application

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

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