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Overview This comprehensive course on Maya & Unity 3D: Modeling Environments for Mobile Games will deepen your understanding on this topic. After successful completion of this course you can acquire the required skills in this sector. This Maya & Unity 3D: Modeling Environments for Mobile Games 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 Maya & Unity 3D: Modeling Environments for Mobile Games. It is available to all students, of all academic backgrounds. Requirements Our Maya & Unity 3D: Modeling Environments for Mobile Games 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 • 13 lectures • 01:59:00 total length •Module 01: Get To Know Your Instructor and the Course: 00:02:00 •Module 02: Modeling the Base of the Island: 00:17:00 •Module 03: Modeling the Buildings: 00:36:00 •Module 04: Unwrap, Texture And Apply Materials: 00:14:00 •Module 05: Add Flowers, Birds and Background: 00:13:00 •Module 06: Export the Models from Maya to Unity: 00:05:00 •Module 07: Import and Setup the Project in Unity: 00:04:00 •Module 08: Add Our Mesh to the Scene: 00:05:00 •Module 09: Materials and Textures: 00:06:00 •Module 10: Setup Camera and Lightning: 00:06:00 •Module 11: Bake the Light Map: 00:08:00 •Module 12: Add Camera Effect to Polish the Scene: 00:03:00 •Assignment - Maya & Unity 3D: Modeling Environments for Mobile Games: 00:00:00

Workplace demand for digital media skills including creating, managing, and integrating PDF documents is on the rise. This brings value to prospective clients and employers. This Adobe Acrobat 9 Introduction is designed to teach and validate your digital communication skills. Through the course, you will explore the many new and enhanced features in version 9 of Acrobat Standard, Acrobat Pro, and Acrobat Pro Extended. In this course, you'll discover how to bring together content from multiple sources that you can customize within Acrobat Pro 9. You'll learn how to modify text, add bookmarks and add navigation to guide your users. Additional topics include adding security to your PDF files and creating user-interactive forms. You will get to know the different ways to create and modify PDFs, including the enhanced OCR tool, and shows how to combine them with other files into a PDF Portfolio.  What Will I Learn? Access PDFs and Navigate the Interface Create PDFs Navigate PDFs Review PDFs and Add Comments Modify PDFs Optimize PDFs and Reduce File Size Export PDFs to other programs Protect PDFs Requirements Basic computer skills Module : 01 Introduction 00:02:00 Introducing Acrobat and PDFs 00:36:00 Creating PDFs from Office 00:09:00 Creating PDFs from Creative Cloud 00:05:00 Merge a PDF 00:04:00 Combining PDFs 00:09:00 Modifying PDF Documents 00:05:00 Changing Content 00:05:00 Add Header & Footer 00:05:00 Using Watermarks 00:04:00 Module : 02 Numbering Pages 00:03:00 Creating Bookmarks 00:08:00 PDF Accessibility Part 1 00:08:00 PDF Accessibility Part 2 00:07:00 Tagged PDF Part 1 00:01:00 Tagged PDF Part 2 00:07:00 Protecting a PDF Part 1 00:02:00 Protecting a PDF Part 2 00:02:00 Create Digital Signature Part 1 00:06:00 Create Digital Signature Part 2 00:02:00 Create Digital Signature Part 3 00:02:00 Module : 03 Protecting PDF with Password 00:05:00 Create Security Envelope 00:06:00 Create PDF Forms Part 1 00:02:00 Create PDF Forms Part 2 00:14:00 Adobe Livecycle Designer Part 1 00:03:00 Adobe Livecycle Designer Part 2 00:02:00 Adobe Livecycle Designer Part 3 00:07:00 Course Recap 00:04:00 Course Certification

GRAB LATEST ACTUARIAL SCIENCE SKILL WHEELS at the BEST OFFER of the TIME!... Are you looking to enhance your Actuarial Science skills? If yes, then you have come to the right place. Our comprehensive courses on Actuarial Science will assist you in producing the best possible outcome by learning the Actuarial Science skills. This Actuarial Science Bundle Includes Course 01: Pension Course 02: Principles of Insurance & Insurance Fraud Course 03: Insurance: Personal Lines & Commercial Lines Insurance Course 04: Financial Analysis Course 05: Business Analysis Course 06: Tax Accounting So, enrol in our Actuarial Science bundle now! Other Benefits Lifetime Access to All Learning Resources An Interactive, Online Course A Product Created By Experts In The Field Self-Paced Instruction And Laptop, Tablet, And Smartphone Compatibility 24/7 Learning Support Free Certificate After Completion Learn at your own pace from the comfort of your home, as the rich learning materials of this course are accessible from any place at any time. The curriculums are divided into tiny bite-sized modules by industry specialists. And you will get answers to all your queries from our experts. So, enrol and excel in your career with Compliance Central. Pension :- Module 01: Overview of the UK Pension system Module 02: Type of Pension Schemes Module 03: Pension Regulation Module 04: Pension Fund Governance Module 05: Law and Regulation of Pensions in the UK Module 06: Key Challenges in UK Pension System Principles of Insurance & Insurance Fraud :- Module 01: Principles of Insurance Module 02: General Insurance Module 03: Insurance Fraud Module 04: Underwriting Process Insurance: Personal Lines & Commercial Lines Insurance :- Module 01: Personal Lines Insurance Module 02: Commercial Lines Insurance Financial Analysis :- Section-1. Introduction Section-2. Profitability Section-3. Return Ratio Section-4. Liqudity Ratio Section-5.Operational Analysis Section-6. Detecting Manipulation Business Analysis :- Module 1: Introduction to Business Analysis Module 2: Business Environment Module 3: Business Processes Module 4: Business Analysis Planning and Monitoring Module 5: Strategic Analysis and Product Scope Module 6: Solution Evaluation Module 7: Investigation Techniques Module 8: Ratio Analysis Module 9: Stakeholder Analysis and Management Module 10: Process Improvement with Gap Analysis Module 11: Documenting and Managing Requirements Module 12: Business Development and Succession Planning Module 13: Planning & Forecasting Operations Module 14: Business Writing Skills Tax Accounting :- Module 1: Capital Gain Tax Module 2: Import and Export Module 3: Double Entry Accounting Module 4: Management Accounting and Financial Analysis Module 5: Career as a Tax Accountant in the UK CPD 60 CPD hours / points Accredited by CPD Quality Standards Who is this course for? Anyone from any background can enrol in this Actuarial Science bundle. Requirements To enrol in this Actuarial Science, all you need is a basic understanding of the English Language and an internet connection. Career path After completing this course, you can explore trendy and in-demand jobs related to Actuarial Science, such as- Insurance Project Manager Insurance Claims Handler Financial Analyst Tax Compliance Accountant Lead Business Analyst Certificates Certificate of completion Digital certificate - Included Get 6 CPD accredited PDF certificate for Free. Certificate of completion Hard copy certificate - £9.99 Get 6 CPD accredited Hardcopy certificate for £9.99 each. The delivery charge of the hardcopy certificate inside the UK is £3.99 each, and international students need to pay £9.99 each to get their hardcopy certificate.

Learn to use 3D printing software to design and create your own pendants & earrings. The course is online only but we do also do one to one training as well. If you want to be in the jewellery trade as a designer and seller of modern jewellery or you simply want to create designs for yourself and your family then you should be learning how to create your own designs using apps such as Fluid Designer for 3D Printing.

Learn to use 3D printing software to design and create your own rings and bracelets. The course is online only but we do also do one to one training as well. If you want to be in the jewellery trade as a designer and seller of modern jewellery or you simply want to create designs for yourself and your family then you should be learning how to create your own designs using apps such as Fluid Designer for 3D Printing.

The aim of the course on Trade Distortion and Marketing Barriers is to provide students with an in-depth understanding of the impact of trade distortions and marketing barriers on international trade. Through the course, students will learn about the various types of trade barriers and the factors that contribute to their emergence. They will also explore the effects of these barriers on businesses and consumers, and strategies for overcoming them to facilitate international trade. After the successful completion of the course, you will be able to learn about the following. Understand the impact of tariffs and non-tariff barriers on international trade. Identify different modes of transportation and their advantages and disadvantages for businesses. Analyze the benefits and drawbacks of protectionist policies in international trade. Evaluate the importance of cargo or transportation insurance in managing risks associated with international trade. Explain the roles and responsibilities of freight forwarders and customs brokers in international trade. Explore the foreign exchange market and exchange rate systems to better understand their impact on international trade. The course on Trade Distortion and Marketing Barriers provides a comprehensive overview of the challenges faced by businesses operating in an increasingly globalized marketplace. Students will learn about the various forms of trade barriers, including tariffs and non-tariff barriers, and how they can impact international trade. The course also covers the different modes of transportation, cargo insurance, freight forwarding, and customs brokerage, as well as the role of the foreign exchange market in international trade. The course on Trade Distortion and Marketing Barriers aims to provide a comprehensive understanding of the various marketing barriers and trade distortions that exist in the global market. It is designed to enable students to identify and analyze the economic, political, and social factors that create these barriers and their impact on international trade. VIDEO - Course Structure and Assessment Guidelines Watch this video to gain further insight. Navigating the MSBM Study Portal Watch this video to gain further insight. Interacting with Lectures/Learning Components Watch this video to gain further insight. Trade Distortion and the Marketing Barriers Self-paced pre-recorded learning content on this topic. Trade Distortion and the Marketing Barriers Put your knowledge to the test with this quiz. Read each question carefully and choose the response that you feel is correct. All MSBM courses are accredited by the relevant partners and awarding bodies. Please refer to MSBM accreditation in about us for more details. There are no strict entry requirements for this course. Work experience will be added advantage to understanding the content of the course. The certificate is designed to enhance the learner's knowledge in the field. This certificate is for everyone eager to know more and get updated on current ideas in their respective field. We recommend this certificate for the following audience. International Trade Analyst Trade Compliance Specialist Customs Broker Global Supply Chain Manager Import/Export Coordinator Trade Policy Consultant Foreign Trade Zone Administrator Logistics Manager Global Trade Compliance Manager International Marketing Manager. Average Completion Time 2 Weeks Accreditation 3 CPD Hours Level Advanced Start Time Anytime 100% Online Study online with ease. Unlimited Access 24/7 unlimited access with pre-recorded lectures. Low Fees Our fees are low and easy to pay online.

The aim of a course on the nature and scope of international marketing is to provide students with a comprehensive understanding of the global marketing environment. It aims to equip students with the knowledge and skills needed to develop and implement effective marketing strategies in a global context. Ultimately, the course aims to prepare students for careers in international business, marketing, and related fields.After the successful completion of the course, you will be able to learn about the following. Understand the basic principles and concepts of international marketing. Analyze the macro and micro environmental factors that impact international marketing. Develop the ability to create effective marketing strategies. Understand the challenges of managing international marketing campaigns. Learn how to navigate cultural differences and develop effective communication strategies for global markets. Understand the importance of collaboration and teamwork in international marketing activities. Develop the ability to evaluate and adapt marketing strategies in response to changes in the global business environment. The aim of a course on the nature and scope of international marketing is to equip students with an understanding of the fundamental principles of marketing in a global context. Students will learn to navigate the challenges of conducting business across different cultures, regulatory environments, and economic conditions. The course aims to prepare students for careers in global marketing, international business, and related fields. A course on the nature and scope of international marketing will cover the fundamental principles of marketing in a global context. It will examine the challenges and opportunities of conducting business across different cultures, regulatory environments, and economic conditions. The course will equip students with the knowledge and skills needed to develop effective marketing strategies that can compete in the global marketplace. VIDEO - Course Structure and Assessment Guidelines Watch this video to gain further insight. Navigating the MSBM Study Portal Watch this video to gain further insight. Interacting with Lectures/Learning Components Watch this video to gain further insight. Nature and Scope of International Marketing Self-paced pre-recorded learning content on this topic. Nature and Scope of International Marketing Put your knowledge to the test with this quiz. Read each question carefully and choose the response that you feel is correct. All MSBM courses are accredited by the relevant partners and awarding bodies. Please refer to MSBM accreditation in about us for more details. There are no strict entry requirements for this course. Work experience will be added advantage to understanding the content of the course. The certificate is designed to enhance the learner's knowledge in the field. This certificate is for everyone eager to know more and get updated on current ideas in their respective field. We recommend this certificate for the following audience. Corporate Social Responsibility Manager Global Marketing Manager International Business Development Manager Export Manager Market Research Analyst International Sales Manager Digital Marketing Specialist Global Brand Manager International Trade Specialist Multinational Account Manager Foreign Market Entry Strategist Average Completion Time 2 Weeks Accreditation 3 CPD Hours Level Advanced Start Time Anytime 100% Online Study online with ease. Unlimited Access 24/7 unlimited access with pre-recorded lectures. Low Fees Our fees are low and easy to pay online.

Do you want to engage in creative ventures while earning some additional money? Then, mastering photoshop is crucial. Harness your creativity at work by learning Adobe Photoshop with our easy-to-follow Photoshop course, which will assist you in using Photoshop professionally, and you'll be able to start earning money for your photoshop expertise. This Photoshop course will assist you in mastering the fundamentals of Adobe Photoshop as well as you will be familiar with using views, techniques, flags, ratings, collections, keywords and metadata, workflow, editing, using various tools, using HSL, creating slide shows, projects, and assignments, and many other things. Learning Illustrator, Lightroom, After Effects, Premier Pro, Audition, Animate, and other programmes will help you advance your skills. You will also learn how to freelance on Upwork. In this Photoshop course, you will learn a wide range of knowledge and abilities related to using Photoshop. You'll create a tonne of unique work involving Photoshop abilities that you may include in your resume to increase its value. After completing this Photoshop bundle and gaining additional knowledge and skills, you'll be prepared to enter the creative industry and find employment as a Photoshop freelancer, graphic designer, After-Effects animator, and in a variety of other creative roles. This Adobe Photoshop Training Bundle Consists of the following Premium courses: Course 01: Adobe Lightroom Course 02: Adobe Illustrator Certificate Course Course 03: Basic Adobe Photoshop Course 04: Complete Adobe After Effects CC Diploma Course 05: Adobe Premiere Pro Course 06: Adobe Audition Course 07: 2D Animation: Adobe Animate Course 08: Adobe InDesign Training Course 09: Learn to Make Vector Art on Adobe Illustrator Course 10: Logo Animation Fundamentals Course 11: Professional Photography Diploma Course 12: Freelancing on Upwork Course 13: Learning Computers and Internet Level 2 Course 14: Decision Making and Critical Thinking Learning outcome: A closer look at what you will learn: Learn Adobe software to differentiate yourself in any creative field. Understand how to export files from Photoshop and employ its numerous effects. Know how to use the tools in Adobe Illustrator effectively. Learn the fundamentals of Adobe Photoshop and how to use it. Become well-versed in the Adobe After Effects programme. Produce motion projects like logo animations and cinematic logo introductions. Utilise the de-haze, grain, and vignette features in Lightroom Classic. Gain knowledge on how to make vector art in Adobe Illustrator. Explore the competencies required to become a professional photographer. Discover how to get started freelancing on Upwork. So, enrol in our creative Photoshop course right now and unleash your potential! The Adobe Photoshop bundle incorporates basic to advanced level skills to shed some light on your way and boost your career. Hence, you can strengthen your Adobe Photoshop Training expertise and essential knowledge, which will assist you in reaching your goal. Curriculum: Course 01: Adobe Lightroom Overview The Essentials Views Techniques Flags Ratings Collections Keywords and Metadata Workflow Exporting Basics Editing Tools HSL Slideshows Projects and Assignments Conclusion Final Lesson Practice Materials Certificate: PDF Certificate: Free (Previously it was £6*11 = £66) Hard Copy Certificate: Free (For The Title Course: Previously it was £10) CPD 160 CPD hours / points Accredited by CPD Quality Standards Who is this course for? Anyone who wishes to enter the creative sector and develop a firm, solid foundation in Photoshop should take this course. Complete beginners will be able to learn the software's most complex functions from the very beginning. Anyone who wishes to begin utilising Photoshop professionally and receive compensation for their Photoshop abilities. Anyone who wants to create their own graphics and edit their own photographs from scratch, including beginners, hobbyists, graphic designers, motion graphics creators, Illustrator users, etc. Useful for any seasoned Photoshop user because many self-taught users are lacking in many capabilities and approaches. Requirements Our Adobe Photoshop Training course is fully compatible with PCs, Macs, laptops, tablets and Smartphone devices. Career path Following completion of this Photoshop course, you may apply for a variety of job prospects in the field with additional education, experience, and skill. Graphic Designer - £27,500 per year Illustrator and 2D Animator - £32,925 per year Video Editor - £27197 per year Animator - £31619 per year After-Effects Animator - £22896 per year Certificates Certificate of completion Digital certificate - Included You will get the PDF Certificate for the title course (Adobe Lightroom) absolutely Free! Certificate of completion Hard copy certificate - Included You will get the Hard Copy certificate for the title course (Adobe Lightroom) absolutely Free! Other Hard Copy certificates are available for £10 each. Please Note: The delivery charge inside the UK is £3.99, and the international students must pay a £9.99 shipping cost.

This Professional Certificate Course in International Trade Financing provides a comprehensive overview of the pivotal role played by financing in global commerce. Participants will gain insights into the intricacies of international trade financing, understanding its significance in facilitating seamless transactions across borders. The course delves into the core principles and strategies essential for navigating the complex landscape of international trade finance. After the successful completion of the course, you will be able to learn about the following: Explain the Concept of International Trade Financing and its Significance in Facilitating Global Commerce. Describe Various Trade Financing Instruments Used in International Trade Transactions. Analyse the Process of Issuing and Utilising a Letter of Credit for International Trade Financing. Compare and Contrast Different Types of Letters of Credit and their Specific Characteristics. Differentiate Between Bank Guarantee and Letter of Credit as Forms of Trade Financing and their Respective Applications. Explore the Concept of Factoring and its Role in International Trade Financing Including Benefits and Considerations for Businesses. This Professional Certificate Course in International Trade Financing offers a comprehensive understanding of the multifaceted world of global trade finance. Participants will explore the intricacies of trade financing instruments and their applications in international trade transactions. The course covers the diverse aspects of international trade financing, including the processes involved in issuing and utilizing letters of credit. It equips participants with the knowledge to differentiate between various forms of trade financing and understand the nuanced characteristics of each.   This Professional Certificate Course in International Trade Financing provides a thorough exploration of concepts and practices shaping global commerce. Participants will grasp the concept of international trade financing and its vital role in facilitating seamless global transactions. The course delves into various trade financing instruments, offering a detailed description of letter of credit issuance and utilization processes. Participants will analyze and compare different types of letters of credit, differentiating their specific characteristics. The exploration extends to differentiating between bank guarantees and letters of credit, elucidating their respective applications in trade financing. Additionally, the course explores the concept of factoring, unraveling its role in international trade financing and presenting businesses with the benefits and considerations associated with this financial practice. Course Structure and Assessment Guidelines Watch this video to gain further insight. Navigating the MSBM Study Portal Watch this video to gain further insight. Interacting with Lectures/Learning Components Watch this video to gain further insight. International Trade Financing Self-paced pre-recorded learning content on this topic. International Trade Financing Put your knowledge to the test with this quiz. Read each question carefully and choose the response that you feel is correct. All MSBM courses are accredited by the relevant partners and awarding bodies. Please refer to MSBM accreditation in about us for more details. There are no strict entry requirements for this course. Work experience will be added advantage to understanding the content of the course.The certificate is designed to enhance the learner's knowledge in the field. This certificate is for everyone eager to know more and get updated on current ideas in their respective field. We recommend this certificate for the following audience,ental Health Specialist Trade Finance Professionals International Business Practitioners Supply Chain and Logistics Managers Banking and Financial Services Executives Import and Export Managers Corporate Treasurers Compliance and Risk Managers Trade Analysts Government Trade Officials Small Business Owners Average Completion Time 2 Weeks Accreditation 3 CPD Hours Level Advanced Start Time Anytime 100% Online Study online with ease. Unlimited Access 24/7 unlimited access with pre-recorded lectures. Low Fees Our fees are low and easy to pay online.

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