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2991 Software Development courses delivered Online

iOS 8.0 Mobile Application Development Essentials

By Nexus Human

Duration 5 Days 30 CPD hours This course is intended for Software Engineers Mobile Developers Overview The training is geared to build essential skills to develop professional applications for iOS 8.0 devices. The complete hands-on course will be delivered using Xcode 6. The 2 days of Objective-C and Swift training, at the start of the course is designed to allow developers , with a non-Objective C background, to jumpstart into iOS application development. The training is intended to lay a solid foundation in Apple's new programming language - Swift for development of next-generation iOS applications. The training is intended to lay a solid foundation in Apple's new programming language - Swift for development of next-generation iOS applications.

iOS 8.0 Mobile Application Development Essentials
Delivered OnlineFlexible Dates
Price on Enquiry

Professional Certificate Course in Introduction to Requirements Management in London 2024

4.9(261)

By Metropolitan School of Business & Management UK

This Professional Certificate Course in Introduction to Requirements Management provides a comprehensive overview of fundamental concepts, including the definition and significance of Requirements Management. Participants will gain insights into the intricacies of requirement management processes, understand the critical importance of effective stakeholder management in gathering requirements, and explore the relationship between requirement gathering and strategic project planning. Through targeted modules, learners will also identify key elements of high-quality requirements, grasp diverse types of requirements in project management, and appreciate the pivotal role of requirement management in ensuring project success. After the successful completion of the course, you will be able to learn about the following: Definition and Explanation of Requirements Management Explain the process of requirement management. Explain importance of requirement management Identify the key elements of a good requirement Discuss the different types of requirements in project management. Explain the importance of stakeholder management in requirement gathering Understand the relationship between requirement gathering and project planning This Professional Certificate Course in Introduction to Requirements Management offers a comprehensive understanding of the fundamentals, encompassing the definition and importance of Requirements Management, key elements of effective requirements, diverse requirement types, stakeholder management significance, and the integral connection between requirement gathering and project planning. Participants will gain essential insights into the entire requirement management process, ensuring a solid foundation for successful project implementation. This Professional Certificate Course in Introduction to Requirements Management provides a comprehensive foundation, covering the definition and process of requirements management, emphasizing the importance of stakeholder engagement, and equipping participants with the skills to identify key elements of good requirements, discuss various types, and understand the pivotal link between requirement gathering and effective project planning. 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. Introduction to Requirement Management Self-paced pre-recorded learning content on this topic. Introduction To Requirements Management 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, Project Managers Business Analysts Software Developers System Analysts Quality Assurance Professionals Product Managers Stakeholders involved in Project Planning Anyone Seeking a Foundation in Requirements Management 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.

Professional Certificate Course in Introduction to Requirements Management in London 2024
Delivered Online On Demand14 days
£31

Professional Certificate Course in Identifying Information Systems and Information Technology in London 2024

4.9(261)

By Metropolitan School of Business & Management UK

This course aims to provide learners with an in-depth understanding of Information Systems and their various components. The course covers the evolution, types, and components of Information Systems, including databases, database management systems, computer networking, and network architecture. It also explores key concepts and types of database management systems and database languages, information systems software, and the distinction between information systems and information technology. Additionally, the course covers enterprise resource planning (ERP), process mapping, implementation management, cloud computing, and artificial intelligence in Management Information Systems (MIS).After the successful completion of the course, you will be able to learn about the following, Information System, its evolution, types and components. Database and Database Management System. Key Concepts and Types of Database Management Systems and Database Languages. Computer Networking and Its Key Components and Types. What is Network Architecture? Information Systems Software. Information Systems V/s Information Technology. ERP, process mapping, Implementation Management and its components. Cloud Computing in Management Information Systems. Artificial Intelligence and Information Systems. This course provides learners with a comprehensive overview of Information Systems and their components. It begins by introducing the concept of Information Systems, their evolution, types, and components. It then covers databases and database management systems, including the types of database management systems, database languages, and the role of databases in managing information. This course provides learners with a comprehensive overview of Information Systems and their components. It begins by introducing the concept of Information Systems, its evolution, types, and components. It then covers databases and database management systems, including the types of database management systems, database languages, and the role of databases in managing information. 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. Identifying Information Systems and Information Technology Self-paced pre-recorded learning content on this topic. Identifying Information Systems and Information Technology 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. IT & Operations &Project Managers Business & Data Analysts Database Administrators & Network Engineers Systems Analysts & Software Developers Enterprise Architects, CIOs and CTOs Information Security Managers & IT Consultants Management Consultants & 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.

Professional Certificate Course in Identifying Information Systems and Information Technology in London 2024
Delivered Online On Demand14 days
£31

Using Microsoft Windows 10

By Nexus Human

Duration 1 Days 6 CPD hours This course is intended for This course is designed for end users who are familiar with computers and who need to use the features and functionality of the Windows 10 operating system for personal and/or professional reasons. In this course, students will learn the features and functionality of the Windows 10 operating system for professional and personal use. Accessing Windows 10 Topic A: Navigate the Windows 10 Desktop Topic B: Manage the Start Menu Topic C: Sign In to Windows 10 Using Windows Apps and Desktop Applications Topic A: Navigate Desktop Applications Topic B: Navigate Windows Apps Features Topic C: Navigate the Cortana Virtual Assistant App Working with Files and Folders Topic A: Manage Files and Folders with File Explorer Topic B: Store and Share Files with OneDrive Topic C: Multitask with Open Apps Accessing the Internet using Microsoft Edge Topic A: Use Microsoft Edge Topic B: Customize Microsoft Edge Customizing the Windows 10 Environment Topic A: Customize the Start Screen Topic B: Customize the Desktop Installing and Removing Devices Topic A: Manage Printers Topic B: Manage Peripheral Devices Using Windows 10 Security Features Topic A: Manage Passwords and Privacy Levels Topic B: Use Windows Defender Additional course details: Nexus Humans Using Microsoft Windows 10 training program is a workshop that presents an invigorating mix of sessions, lessons, and masterclasses meticulously crafted to propel your learning expedition forward. This immersive bootcamp-style experience boasts interactive lectures, hands-on labs, and collaborative hackathons, all strategically designed to fortify fundamental concepts. Guided by seasoned coaches, each session offers priceless insights and practical skills crucial for honing your expertise. Whether you're stepping into the realm of professional skills or a seasoned professional, this comprehensive course ensures you're equipped with the knowledge and prowess necessary for success. While we feel this is the best course for the Using Microsoft Windows 10 course and one of our Top 10 we encourage you to read the course outline to make sure it is the right content for you. Additionally, private sessions, closed classes or dedicated events are available both live online and at our training centres in Dublin and London, as well as at your offices anywhere in the UK, Ireland or across EMEA.

Using Microsoft Windows 10
Delivered OnlineFlexible Dates
Price on Enquiry

WD515G Create, Secure, and Publish APIs with IBM API Connect 10

By Nexus Human

Duration 5 Days 30 CPD hours This course is intended for This course is designed for API developers. Overview Configure services in Cloud Manager for an on-premises installation of API Connect Create a catalog and Developer Portal Create consumer and provider organizations Create, test, and publish SOAP, REST, and GraphQL APIs Create message processing policies that transform API requests and responses Authorize client API requests with security definitions Enforce an OAuth flow with an OAuth 2.0 API security provider Perform advanced testing of APIs by using the Test tab and the Local Test Environment Define products and plans in API Manager Stage, publish, version, migrate, deprecate, and retire products and APIs Manage member roles and permissions in the Developer Portal Create an application and subscribe to a plan Review API analytics in the Developer Portal Review analytics dashboards and visualizations in API Manager Customize the Developer Portal This course teaches you how to configure a newly built API Connect 10 environment. You are taught how to configure a catalog with the gateway, portal, and analytics services and set up the environment for API development. You then define API interfaces according to the OpenAPI specification. You build SOAP and REST based APIs along with a GraphQL API. You assemble message processing policies and define client authorization schemes, such as OAuth 2.0, in the API definition. You verify the proper sequencing of policies in the assembly tester and further test your APIs in the new Test tab and Local Test Environment. After building and testing your APIs, you publish them and make them available on the Developer Portal. You manage all aspects of the provider organization in the API Manager user interface to create, publish, version, and retire API artifacts such as products, plans and APIs themselves. You also learn how to manage consumer organizations who use the APIs that are made available on the Developer Portal. You learn how to add members to the consumer organization that provides access to the APIs on the Developer Portal. You learn how the layout of the Developer Portal can be customized. Finally, you call the APIs on the secure gateway and you view the graphs and metrics of API usage. Course Outline Introduction to IBM API Connect V10 Exercise: Reviewing the API Connect development and runtime environments Managing catalogs and organizations Exercise: Managing catalogs and consumer organizations Defining APIs in API Manager Exercise: Defining an API that calls an existing SOAP service Defining a REST API in API Manager Exercise: Defining a REST API from a target service Assembling message processing policies Exercise: Assembling message processing policies Declaring client authorization requirements Creating an OAuth 2.0 provider Exercise: Implementing OAuth 2.0 security Testing and debugging APIs Exercise: Introduction to the Test tab Creating and testing a GraphQL API Exercise: Creating and testing a GraphQL API Testing an API in the Local Test Environment Exercise: Testing an API in the Local Test Environment Publishing and managing products and APIs Exercise: Define and publish an API product The product lifecycle Exercise: Subscribing and testing APIs in the Developer Portal Exercise: Managing and approving API Products Subscribing and testing APIs in the Developer Portal API Analytics Exercise: Calling an API on the gateway and monitoring API usage Customizing the Developer Portal Exercise: Customizing the Developer Portal Additional course details: Nexus Humans WD515G Create, Secure, and Publish APIs with IBM API Connect 10 training program is a workshop that presents an invigorating mix of sessions, lessons, and masterclasses meticulously crafted to propel your learning expedition forward. This immersive bootcamp-style experience boasts interactive lectures, hands-on labs, and collaborative hackathons, all strategically designed to fortify fundamental concepts. Guided by seasoned coaches, each session offers priceless insights and practical skills crucial for honing your expertise. Whether you're stepping into the realm of professional skills or a seasoned professional, this comprehensive course ensures you're equipped with the knowledge and prowess necessary for success. While we feel this is the best course for the WD515G Create, Secure, and Publish APIs with IBM API Connect 10 course and one of our Top 10 we encourage you to read the course outline to make sure it is the right content for you. Additionally, private sessions, closed classes or dedicated events are available both live online and at our training centres in Dublin and London, as well as at your offices anywhere in the UK, Ireland or across EMEA.

WD515G Create, Secure, and Publish APIs with IBM API Connect 10
Delivered OnlineFlexible Dates
Price on Enquiry

Windows 10 Modern Desktop Administrator Associate Bootcamp

By Nexus Human

Duration 5 Days 30 CPD hours This course is intended for Candidates for this exam are IT professionals who perform installation, configuration, general local management and maintenance of Windows 10 core services. The Modern Desktop Administrator deploys, configures, secures, manages, and monitors devices and client applications in an enterprise environment. Overview After completing this course, learners should be able to: Prepare to install Windows 10. Install Windows 10. Configure Updates for Windows. Perform post-installation configuration tasks. Configure devices and drivers for Windows. Configure storage for Windows. Configure network settings in Windows. Configure remote management of Windows. Configure and manage applications in Windows. Configure Internet Explorer. Describe the methods for securing Windows 10. Configure account access and authentication. Configure file and folder permissions. Create security policies. Describe common threats and methods for mitigating against them. Use Windows troubleshooting and monitoring tools. Troubleshoot Windows installations. Troubleshoot application installation issues. Troubleshoot web browser settings. Troubleshoot Windows authentication. Troubleshoot hardware issues related to Windows machines. Develop an Operating System deployment and upgrade strategy. Understand the different methods of deployment. Understand on-premise and cloud-based solutions. Deploy and migrate desktops to Windows 10. Plan and configure Windows Update policies. Describe the benefits and capabilities of Azure AD. Manage users using Azure AD with Active Directory DS. Implement Windows Hello for Business. Configure conditional access rules based on compliance policies. Describe the various tools used to secure devices and data. Implement Windows Defender Advanced Threat Protection. This five day accelerated course will cover topics necessary to prepare attendees with the baseline knowledge to take the MD-100 and MD-101 exams for the Modern Desktop Administrator Associate certification. Installing Windows Introducing Windows 10 Installation Options Requirements for Windows Features Installation Process and Media Upgrading to Windows 10 Updating Windows Windows Servicing Model Updating Windows Applying Applications and Windows Updates Post-Instalation Configuration and Personalization Customize the Windows 10 UI Configure device specific settings such as power plans and mobile device options Use the Windows control panel and setting app to configure settings Describe using Windows PowerShell Configuring Peripherals and Drivers Managing Devices and Drivers Managing Printers Configuring Networking Configure IP Network Connectivity Implement Name Resolution Implement Wireless Network Connectivity Remote Access Overview Remote Management Configuring Storage Overview of storage options Using OneDrive Managing Disks, Partitions, and Volumes Maintaining Disks and Volumes Managing Storage Spaces Managing Apps in Windows 10 Providing Apps to Users Managing Universal Windows Apps The Windows Store Web browsers in Windows 10 Configuring Authorization and Authentication Using Security Settings to Mitigate Threats Configuring User Account Control Implementing Device Registration Authentication Configuring Data Access and Usage Overview of File Systems Configuring and Managing File Access Configuring and Managing Shared Folders Managing Security with Policies Configuring Advanced Management Tools Configuring Tenant Roles Managing Tenant Health and Services Supporting the Windows 10 Environment Troubleshooting Windows Troubleshooting Tools Troubleshooting the Windows OS Troubleshooting Windows Startup Troubleshooting Operating System Service Issues Troubleshooting Sign-In Issues Troubleshooting Files and Applications File Recovery in Windows 10 Application Troubleshooting Troubleshooting Hardware and Drivers Troubleshooting Device Driver Failures Overview of Hardware Troubleshooting Troubleshooting Physical Failures Planning an Operating System Deployment Strategy Overview of Windows as a service Windows 10 Deployment options Considerations for Windows 10 deployment Implementing Windows 10 Implementing Windows 10 by using dynamic deployment Implementing Windows 10 by using Windows Autopilot Upgrading devices to Windows 10 Managing Updates for Windows 10 Implementing Windows 10 by using dynamic deployment Implementing Windows 10 by using Windows Autopilot Upgrading devices to Windows 10 Device Enrollment Device management options Manage Intune device enrollment and inventory Configuring Profiles Configuring device profiles Managing user profiles Monitoring devices Application Management Implement Mobile Application Management (MAM) Deploying and updating applications Administering applications Managing Authentication in Azure Ad MANAGING AUTHENTICATION IN AZURE AD Managing Devices and Device Policies Microsoft Intune Overview Managing devices with Intune Implement device compliance policies Managing Security Implement device data protection Managing Windows Defender ATP Managing Windows Defender in Windows 10 Additional course details: Nexus Humans Windows 10 Modern Desktop Administrator Associate Bootcamp training program is a workshop that presents an invigorating mix of sessions, lessons, and masterclasses meticulously crafted to propel your learning expedition forward. This immersive bootcamp-style experience boasts interactive lectures, hands-on labs, and collaborative hackathons, all strategically designed to fortify fundamental concepts. Guided by seasoned coaches, each session offers priceless insights and practical skills crucial for honing your expertise. Whether you're stepping into the realm of professional skills or a seasoned professional, this comprehensive course ensures you're equipped with the knowledge and prowess necessary for success. While we feel this is the best course for the Windows 10 Modern Desktop Administrator Associate Bootcamp course and one of our Top 10 we encourage you to read the course outline to make sure it is the right content for you. Additionally, private sessions, closed classes or dedicated events are available both live online and at our training centres in Dublin and London, as well as at your offices anywhere in the UK, Ireland or across EMEA.

Windows 10 Modern Desktop Administrator Associate Bootcamp
Delivered OnlineFlexible Dates
Price on Enquiry

UI Design Diploma Course

4.8(9)

By Skill Up

Gain comprehensive insights into UI design principles, tools, and practices. Learn to create user-centric interfaces for web and mobile platforms. Develop skills in wireframing, prototyping, and user testing.

UI Design Diploma Course
Delivered Online On Demand11 hours 23 minutes
£13.99

UX Design Course Online Level 2 Certificate

4.8(9)

By Skill Up

Discover the fundamentals of user experience (UX) design in this comprehensive course. Delve into the principles and methodologies that drive effective UX design, including usability, interaction design, and user research.

UX Design Course Online Level 2 Certificate
Delivered Online On Demand5 hours 2 minutes
£13.99

Professional Certificate Course in Requirements Control and Change Management in London 2024

4.9(261)

By Metropolitan School of Business & Management UK

This Professional Certificate Course in Requirements Control and Change Management provides a comprehensive overview, emphasizing the significance of mastering skills in effective change management. Participants will identify processes, tools, and differentiate between minor and major changes, while also learning to navigate challenges and pitfalls through practical solutions. After the successful completion of the course, you will be able to learn about the following:• Understand the importance of requirements control and change management.• Identify the different processes and tools used for requirements control and change management.• Understand the difference between minor and major changes.• Identify the challenges and pitfalls of requirements control and change management, and how to address them. This Professional Certificate Course in Requirements Control and Change Management offers a comprehensive understanding of the vital principles, processes, and tools involved, covering distinctions between minor and major changes, and providing strategies to address challenges and pitfalls in effective requirements control and change management. This Professional Certificate Course in Requirements Control and Change Management equips participants to comprehend the significance, processes, and tools involved, distinguishing between minor and major changes, while addressing challenges and pitfalls through effective strategies. 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. Project Requirements Control and Change Management Self-paced pre-recorded learning content on this topic. Requirements Control and Change Management 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, Project Managers Business Analysts Software Developers Quality Assurance Professionals System Architects Product Managers Requirements Engineers IT Professionals Stakeholders in Project Management Professionals involved in Change Management 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.

Professional Certificate Course in Requirements Control and Change Management in London 2024
Delivered Online On Demand14 days
£30

Machine Learning Masterclass

By Study Plex

Recognised Accreditation This course is accredited by continuing professional development (CPD). CPD UK is globally recognised by employers, professional organisations, and academic institutions, thus a certificate from CPD Certification Service creates value towards your professional goal and achievement. The Quality Licence Scheme is a brand of the Skills and Education Group, a leading national awarding organisation for providing high-quality vocational qualifications across a wide range of industries. What is CPD? Employers, professional organisations, and academic institutions all recognise CPD, therefore a credential from CPD Certification Service adds value to your professional goals and achievements. Benefits of CPD Improve your employment prospects Boost your job satisfaction Promotes career advancement Enhances your CV Provides you with a competitive edge in the job market Demonstrate your dedication Showcases your professional capabilities What is IPHM? The IPHM is an Accreditation Board that provides Training Providers with international and global accreditation. The Practitioners of Holistic Medicine (IPHM) accreditation is a guarantee of quality and skill. Benefits of IPHM It will help you establish a positive reputation in your chosen field You can join a network and community of successful therapists that are dedicated to providing excellent care to their client You can flaunt this accreditation in your CV It is a worldwide recognised accreditation What is Quality Licence Scheme? This course is endorsed by the Quality Licence Scheme for its high-quality, non-regulated provision and training programmes. The Quality Licence Scheme is a brand of the Skills and Education Group, a leading national awarding organisation for providing high-quality vocational qualifications across a wide range of industries. Benefits of Quality License Scheme Certificate is valuable Provides a competitive edge in your career It will make your CV stand out Course Curriculum Welcome to the course Introduction 00:02:00 Setting up R Studio and R crash course Installing R and R studio 00:05:00 Basics of R and R studio 00:10:00 Packages in R 00:10:00 Inputting data part 1: Inbuilt datasets of R 00:04:00 Inputting data part 2: Manual data entry 00:03:00 Inputting data part 3: Importing from CSV or Text files 00:06:00 Creating Barplots in R 00:13:00 Creating Histograms in R 00:06:00 Basics of Statistics Types of Data 00:04:00 Types of Statistics 00:02:00 Describing the data graphically 00:11:00 Measures of Centers 00:07:00 Measures of Dispersion 00:04:00 Introduction to Machine Learning Introduction to Machine Learning 00:16:00 Building a Machine Learning Model 00:08:00 Data Preprocessing for Regression Analysis Gathering Business Knowledge 00:03:00 Data Exploration 00:03:00 The Data and the Data Dictionary 00:07:00 Importing the dataset into R 00:03:00 Univariate Analysis and EDD 00:03:00 EDD in R 00:12:00 Outlier Treatment 00:04:00 Outlier Treatment in R 00:04:00 Missing Value imputation 00:03:00 Missing Value imputation in R 00:03:00 Seasonality in Data 00:03:00 Bi-variate Analysis and Variable Transformation 00:16:00 Variable transformation in R 00:09:00 Non Usable Variables 00:04:00 Dummy variable creation: Handling qualitative data 00:04:00 Dummy variable creation in R 00:05:00 Correlation Matrix and cause-effect relationship 00:10:00 Correlation Matrix in R 00:08:00 Linear Regression Model The problem statement 00:01:00 Basic equations and Ordinary Least Squared (OLS) method 00:08:00 Assessing Accuracy of predicted coefficients 00:14:00 Assessing Model Accuracy - RSE and R squared 00:07:00 Simple Linear Regression in R 00:07:00 Multiple Linear Regression 00:05:00 The F - statistic 00:08:00 Interpreting result for categorical Variable 00:05:00 Multiple Linear Regression in R 00:07:00 Test-Train split 00:09:00 Bias Variance trade-off 00:06:00 Test-Train Split in R 00:08:00 Regression models other than OLS Linear models other than OLS 00:04:00 Subset Selection techniques 00:11:00 Subset selection in R 00:07:00 Shrinkage methods - Ridge Regression and The Lasso 00:07:00 Ridge regression and Lasso in R 00:12:00 Classification Models: Data Preparation The Data and the Data Dictionary 00:08:00 Importing the dataset into R 00:03:00 EDD in R 00:11:00 Outlier Treatment in R 00:04:00 Missing Value imputation in R 00:03:00 Variable transformation in R 00:06:00 Dummy variable creation in R 00:05:00 The Three classification models Three Classifiers and the problem statement 00:03:00 Why can't we use Linear Regression? 00:04:00 Logistic Regression Logistic Regression 00:08:00 Training a Simple Logistic model in R 00:03:00 Results of Simple Logistic Regression 00:05:00 Logistic with multiple predictors 00:02:00 Training multiple predictor Logistic model in R 00:01:00 Confusion Matrix 00:03:00 Evaluating Model performance 00:07:00 Predicting probabilities, assigning classes and making Confusion Matrix in R 00:06:00 Linear Discriminant Analysis Linear Discriminant Analysis 00:09:00 Linear Discriminant Analysis in R 00:09:00 K-Nearest Neighbors Test-Train Split 00:09:00 Test-Train Split in R 00:08:00 K-Nearest Neighbors classifier 00:08:00 K-Nearest Neighbors in R 00:08:00 Comparing results from 3 models Understanding the results of classification models 00:06:00 Summary of the three models 00:04:00 Simple Decision Trees Basics of Decision Trees 00:10:00 Understanding a Regression Tree 00:10:00 The stopping criteria for controlling tree growth 00:03:00 The Data set for this part 00:03:00 Importing the Data set into R 00:06:00 Splitting Data into Test and Train Set in R 00:05:00 Building a Regression Tree in R 00:14:00 Pruning a tree 00:04:00 Pruning a Tree in R 00:09:00 Simple Classification Tree Classification Trees 00:06:00 The Data set for Classification problem 00:01:00 Building a classification Tree in R 00:09:00 Advantages and Disadvantages of Decision Trees 00:01:00 Ensemble technique 1 - Bagging Bagging 00:06:00 Bagging in R 00:06:00 Ensemble technique 2 - Random Forest Random Forest technique 00:04:00 Random Forest in R 00:04:00 Ensemble technique 3 - GBM, AdaBoost and XGBoost Boosting techniques 00:07:00 Gradient Boosting in R 00:07:00 AdaBoosting in R 00:09:00 XGBoosting in R 00:16:00 Maximum Margin Classifier Content flow 00:01:00 The Concept of a Hyperplane 00:05:00 Maximum Margin Classifier 00:03:00 Limitations of Maximum Margin Classifier 00:02:00 Support Vector Classifier Support Vector classifiers 00:10:00 Limitations of Support Vector Classifiers 00:01:00 Support Vector Machines Kernel Based Support Vector Machines 00:06:00 Creating Support Vector Machine Model in R The Data set for the Classification problem 00:01:00 Importing Data into R 00:08:00 Test-Train Split 00:09:00 Classification SVM model using Linear Kernel 00:16:00 Hyperparameter Tuning for Linear Kernel 00:06:00 Polynomial Kernel with Hyperparameter Tuning 00:10:00 Radial Kernel with Hyperparameter Tuning 00:06:00 The Data set for the Regression problem 00:03:00 SVM based Regression Model in R 00:11:00 Assessment Assessment - Machine Learning Masterclass 00:10:00 Certificate of Achievement Certificate of Achievement 00:00:00 Get Your Insurance Now Get Your Insurance Now 00:00:00 Feedback Feedback 00:00:00

Machine Learning Masterclass
Delivered Online On Demand
£19