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Machine learning doesn’t need to be intimidating—especially when you’ve got R on your side. This course offers a clear, well-paced approach to learning machine learning using one of the most respected languages in data science. Whether you’re brushing up on your statistics or stepping into data modelling, the content is structured to help you think algorithmically and act analytically, without feeling overwhelmed by jargon or complexity. From regression techniques to classification methods and everything in-between, this course covers the core building blocks that give machine learning its predictive power. R is not just a programming language here—it’s your analytical toolkit. If terms like decision trees, clustering, and support vector machines sound like something out of a sci-fi novel, don’t worry—by the end, they’ll feel like familiar companions. Whether you’re analysing patterns or building predictive models, this course offers a confident route through the world of machine learning with an R-flavoured lens. Ask ChatGPT Learning Outcomes: Understand the basics of machine learning and its implementation using R. Develop the skills to build simple and multiple linear regression models. Learn how to use R to analyse datasets and develop predictive models. Understand the concept of dummy variables and the backward elimination approach. Learn how to make accurate predictions using machine learning algorithms and extract valuable insights from data. If you're looking to expand your knowledge in data analysis and machine learning, then the "Learn Machine Learning with R" course is perfect for you. This comprehensive course comprises two sections, each designed to help you gain an in-depth understanding of machine learning concepts, starting from the very basics. You'll learn about linear regression, the equation for the algorithm, and how to make simple linear regression models. Additionally, you'll dive into multiple linear regression, dummy variable concepts, and predictions over the year. With the help of this course, you'll be able to analyse datasets, develop predictive models, and extract valuable insights from them, using R. Learn Machine Learning with R Course Curriculum Section 01: Linear Regression and Logistic Regression Working on Linear Regression Equation Making the Regression of the Algorithm Basic Types of Algorithms predicting the Salary of the Employee Making of Simple Linear Regression Model Plotting Training Set and Work Section 02: Understanding Dataset Multiple Linear Regression Dummy Variable Concept Predictions Over Year Difference Between Reference Elimination Working of the Model Working on Another Dataset Backward Elimination Approach Making of the Model with Full and Null How is the course assessed? Upon completing an online module, you will immediately be given access to a specifically crafted MCQ test. For each test, the pass mark will be set to 60%. Exam & Retakes: It is to inform our learners that the initial exam for this online course is provided at no additional cost. In the event of needing a retake, a nominal fee of £9.99 will be applicable. Certification Upon successful completion of the assessment procedure, learners can obtain their certification by placing an order and remitting a fee of __ GBP. £9 for PDF Certificate and £15 for the Hardcopy Certificate within the UK ( An additional £10 postal charge will be applicable for international delivery). CPD 10 CPD hours / points Accredited by CPD Quality Standards Who is this course for? Students or professionals looking to develop their data analysis and machine learning skills. Individuals interested in pursuing a career in data science or machine learning. Anyone interested in understanding how to extract insights from data. Programmers looking to learn machine learning implementation using R. Beginners interested in learning the basics of machine learning. Career path Data analyst: £30,000 to £50,000 Machine learning engineer: £45,000 to £85,000 Data scientist: £40,000 to £80,000 Business analyst: £30,000 to £55,000 Research analyst: £25,000 to £45,000 Certificates Certificate of completion Digital certificate - £9 You can apply for a CPD Accredited PDF Certificate at the cost of £9. Certificate of completion Hard copy certificate - £15 Hard copy can be sent to you via post at the expense of £15.

🌟 Unlock Your Website's Full Potential with 'Masterful WordPress 5.0 Editing Techniques'! 🌟   Are you ready to elevate your WordPress editing skills to the next level? Welcome to the ultimate online course designed to empower you with the mastery of WordPress 5.0 editing techniques!   🚀 What You'll Learn: Harness the power of the latest WordPress 5.0 features to create stunning and responsive websites effortlessly. Dive deep into the Gutenberg editor and learn advanced techniques to craft visually captivating and user-friendly content. Discover insider tips and tricks to streamline your editing process, saving you time and frustration. Customize themes and layouts like a pro, ensuring your website stands out in today's competitive online landscape. Optimize your site for SEO, speed, and user experience, boosting your online presence and visitor engagement.   💡 Course Highlights: Comprehensive modules led by industry experts, breaking down complex concepts into easy-to-follow lessons. Hands-on exercises and practical tutorials that reinforce your learning and ensure immediate application. Access to exclusive resources, templates, and tools to enhance your WordPress editing journey. Interactive community forums for networking, collaboration, and ongoing support from fellow learners and instructors. Lifetime access to updated content, ensuring you stay ahead in the ever-evolving world of WordPress.   🎓 Who Is This Course For? WordPress enthusiasts eager to sharpen their editing skills and unlock the full potential of WordPress 5.0. Content creators, bloggers, freelancers, and website owners seeking to enhance their online presence. Beginners looking to establish a solid foundation in WordPress editing and experienced users aiming to refine their expertise.   🌟 Join thousands of satisfied learners who have transformed their websites with the 'Masterful WordPress 5.0 Editing Techniques' course. Don't miss this opportunity to revolutionize your web editing skills and create impactful online experiences! 🔥 Enroll today and embark on your journey towards becoming a WordPress editing virtuoso! 🔥 Course Curriculum Basic Overview 00:00 Installing WordPress 00:00 Basics of Worpress 00:00 Backing Up Your WordPress Site 00:00 Upgrading to WordPress 5.0 00:00 Finding Compatible Themes 00:00 Using the Default Theme 00:00 The Editor Layout-Part-1 00:00 The Editor Layout-Part-2 00:00 Adding Blocks 00:00 Customizing Blocks 00:00 Maniupulating Blocks 00:00 Manipulating Blocks - Part 2 00:00 Adding and Customizing Text 00:00 Adding Images 00:00 Adding Lists 00:00 Adding Videos 00:00 Adding Audio 00:00 Image Overlay 00:00 Conclusion 00:00 Advanced Overview 00:00 Quotes and Pull Quotes 00:00 Media and Text Blocks 00:00 Uploading Files 00:00 Tables 00:00 Poetry Verse Block 00:00 Adding Buttons 00:00 Adding Columns 00:00 Seperators and Spaces 00:00 Widgets 00:00 General Embed Element 00:00 Video Embeds - YouTube and Vimeo 00:00 Video Embeds - Screencast 00:00 Image Based Embeds - Imgur and Flickr 00:00 Slideshare - Speaker Desk and Presentation Based Embeds 00:00 Scrbd Embeds 00:00 Social Embeds - Facebook - Instagram - Twitter 00:00 Spotify and Soundcloud Embeds 00:00 Specialty Embeds - Meetup, Ted and Kickstarter 00:00 Conclusion - Switching To the Classic Editor 00:00

🔒 Unlock the Secrets of Network Security with 'White Hat Hacking: Network Security Masterclass'! 🔒 Are you ready to delve into the fascinating world of ethical hacking and become a master at safeguarding networks? Look no further than our comprehensive online course designed to equip you with the cutting-edge skills of a white hat hacker.   🛡️ What You'll Learn: Essential Network Security Techniques: Understand the fundamentals of network security protocols and defenses. Ethical Hacking Principles: Learn how to ethically exploit vulnerabilities to fortify systems against cyber threats. Advanced Penetration Testing: Master the art of testing and securing networks from various cyber attacks. Hands-on Practical Training: Dive into real-world scenarios through interactive labs and simulations. Legal and Ethical Aspects: Discover the ethical guidelines and legal considerations in white hat hacking.   👨‍💻 Who Should Enroll: IT Professionals seeking to bolster their cybersecurity skill set. Students or enthusiasts eager to explore the world of ethical hacking. Security Analysts aiming to advance their career in cybersecurity.   🌟 Why Choose Us? Expert-Led Instruction: Learn from industry experts with years of practical experience in cybersecurity. Practical Learning: Gain hands-on experience with practical labs and real-world simulations. Flexible Learning: Access course materials anytime, anywhere, at your convenience. Certification: Earn a valuable certification upon completion, validating your expertise.   🔐 Secure your future in cybersecurity and become a sought-after professional by enrolling in the 'White Hat Hacking: Network Security Masterclass' today! Don't wait to safeguard tomorrow's networks-start learning the art of ethical hacking now! 🔐 Course Curriculum

📱 Elevate Your Skills with the iPhone Product Development Workshop! 🚀   Are you ready to turn your innovative ideas into remarkable iPhone apps? Unleash your creativity and master the art of iPhone product development with our comprehensive workshop designed to empower aspiring developers, entrepreneurs, and tech enthusiasts!   🌟 What You'll Gain from Our Workshop: 🔹 In-depth understanding of iOS development principles 🔹 Hands-on experience in creating feature-rich iPhone apps 🔹 Insider insights into the latest trends and best practices in app development 🔹 Strategies for effective app monetization and market penetration 🔹 Expert guidance on optimizing user experience and interface design 🔹 Networking opportunities with like-minded individuals and industry professionals   👨‍💻 Who Should Attend: Whether you're a beginner eager to kickstart your journey in app development or a seasoned developer aiming to enhance your skills, this workshop is tailored for you! Entrepreneurs seeking to understand the app development process will also find immense value in this course.   📅 Workshop Highlights: 🔸 Engaging live sessions with industry experts 🔸 Practical exercises and real-world case studies 🔸 Q&A sessions for personalized guidance 🔸 Access to exclusive resources and tools 🔸 Certificate of completion to showcase your newfound expertise   🔥 Limited Seats Available! Don't miss this opportunity to dive deep into the world of iPhone app development. Join us on the path to creating cutting-edge apps that stand out in the market!   💡 Early Bird Offer: Enroll now to secure your spot and enjoy an exclusive discount! 📝 Register today and transform your iPhone app development skills from ordinary to extraordinary. Let's build the next big thing together! [CTA Button] Enroll Now Unlock the door to limitless possibilities in iPhone app development! 🌐📲✨ Course Curriculum

Machine Learning and other AI: Are You Ready? Machine Learning is the latest 'hot' title in computing and Artificial Intelligence. It sounds new but is influencing your life already. Machine Learning and AI will affect more and more of your life as they mature and more enabling technologies intersect with them. Machine Learning will change many disciplines and careers, overcoming scale issues, enabling better knowledge and insights, and augmenting many professions. Are you ready? This and other IIL Learning in Minutes presentations qualify for PDUs. Some titles, such as Agile-related topics may qualify for other continuing education credits such as SEUs, or CEUs. Each professional development activity yields one PDU for one hour spent engaged in the activity. Some limitations apply and can be found in the Ways to Earn PDUs section that discusses PDU activities and associated policies. Fractions of PDUs may also be reported. The smallest increment of a PDU that can be reported is 0.25. This means that if you spent 15 minutes participating in a qualifying PDU activity, you may report 0.25 PDU. If you spend 30 minutes in a qualifying PDU activity, you may report 0.50 PDU.

Become an expert in Microsoft Excel with our comprehensive online training program. Learn formulas, charts, pivot tables, data analysis, macros, and more. Develop in-demand Excel skills through hands-on exercises and project work. Gain proficiency in this powerful software to advance your career or improve productivity.

Duration 2 Days 12 CPD hours This course is intended for This basic course is for everyone needing to write, support, or understand SQL queries. This includes but is not limited to end-users, programmers, application designers, database administrators, and system administrators who do not yet have knowledge of Overview Code SQL statements to retrieve data from a DB2 or Informix table, including the SELECT, FROM, WHERE, GROUP BY, HAVING and ORDER BY clauses Code inner joins and non-correlated subqueries Use SQL arithmetic operations Use scalar and column functions Use UNION and UNION ALL INSERT, UPDATE and DELETE rows Code simple CREATE TABLE and CREATE VIEW statements This course is appropriate for customers working in all DB2 environments, that is, z/OS, VM/VSE, iSeries, Linux, UNIX, and Windows. It is also appropriate for customers working in an Informix environment. Outline Introduction Simple SQL Queries Retrieving Data from Multiple Tables Scalar Functions and Arithmetic Column Functions and Grouping UNION and UNION ALL Using Subqueries Maintaining data

Duration 2 Days 12 CPD hours This course is intended for The audience for this course is data professionals and data architects who want to learn about migrating data platform technologies that exist on Microsoft Azure and how existing SQL based workloads can be migrated and modernized. The secondary audience for this course is individuals who manage data platforms or develop applications that deliver content from the existing data platform technologies. Overview Understand Data Platform Modernization Choose the right tools for Data Migration Migrate SQL Workloads to Azure Virtual Machines Migrate SQL Workloads to Azure SQL Databases Migrate SQL Workloads to Azure SQL Database Managed Instance In this course, the students will explore the objectives of data platform modernization and how it is suitable for given business requirements. They will also explore each stage of the data platform modernization process and define what tasks are involved at each stage, such as the assessment and planning phase. Students will also learn the available migration tools and how they are suitable for each stage of the data migration process. The student will learn how to migrate to the three target platforms for SQL based workloads; Azure Virtual Machines, Azure SQL Databases and Azure SQL Database Managed Instances. The student will learn the benefits and limitations of each target platform and how they can be used to fulfil both business and technical requirements for modern SQL workloads. The student will explore the changes that may need to be made to existing SQL based applications, so that they can make best use of modern data platforms in Azure. Introducing Data Platform Modernization Understand Data Platform Modernization Understanding the stages of migration Data Migration Paths Choose the right tools for Data Migration Discover the Database Migration Guide Build your data estate inventory using Map Toolkit Identify Migration candidates using Data Migration Assistant Evaluate a Data workload using Database Experimentation Assistant Data Migration using Azure Database Migration Service Migrate non-SQL Server workloads to Azure using SQL Migration Assistant Migrating SQL Workloads to Azure Virtual Machines Considerations of SQL Server to Azure VM Migrations SQL Workloads to Azure VM Migration Options Implementing High Availability and Disaster Recovery Scenarios Migrate SQL Workloads to Azure SQL Databases Choose the right SQL Server Instance option in Azure Migrate SQL Server to Azure SQL DB offline Migrate SQL Server to Azure SQL DB online Load and Move data to Azure SQL Database Migrate SQL Workloads to Azure SQL Database Managed Instance Evaluate migration scenarios to SQL Database Managed Instance Migrate to SQL Database Managed instance Load and Move data to SQL Database Managed instance Application Configuration and Optimization

Duration 3 Days 18 CPD hours This course is intended for Experienced system administrators and system integrators responsible for designing and implementing vSphere with Kubernetes Overview By the end of the course, you should be able to meet the following objectives: Describe vSphere with Kubernetes and use cases in on-premises environments Deploy vSphere with Kubernetes Describe the VMware NSX networking requirements for vSphere with Kubernetes. Create and manage vSphere with Kubernetes namespaces Deploy and run container applications on vSphere with Kubernetes Deploy and configure VMware Harbor Describe the VMware Tanzu™ Kubernetes Grid™ service Deploy a Tanzu Kubernetes Grid cluster Deploy and run container applications on a Tanzu Kubernetes Grid cluster Describe the vSphere with Kubernetes lifecycle Use logs and CLI commands to monitor and troubleshoot vSphere with Kubernetes During this 3-day course, you focus on deploying and managing VMware vSphere© with Kubernetes. You learn about how vSphere with Kubernetes can be used to orchestrate the delivery of Kubernetes clusters and containerized applications in a VMware vSphere© environment. Course Introduction Introductions and course logistics Course objectives Introduction to Containers and Kubernetes Describe Virtual Machines and Containers Describe Container Hosts Describe Container Engines Describe Dockerfile Describe Container Images Describe Image Registry Describe the purpose and functionality of Kubernetes Describe Manifest YAML files Explain Pod YAML files Explain ReplicaSets Explain Services Explain Deployments Introduction to vSphere with Kubernetes Describe the purpose and functionality of vSphere with Kubernetes Explain the integration with VMware Tanzu? Mission Control? Describe the capabilities of vSphere with Kubernetes Describe the components of vSphere with Kubernetes Contrast vSphere with Kubernetes to traditional Kubernetes Describe the requirements for vSphere with Kubernetes Prepare a vSphere cluster for vSphere with Kubernetes Describe the NSX components required for vSphere with Kubernetes Describe the network topology of vSphere with Kubernetes Explain the networking requirements of vSphere with Kubernetes Compare NSX networking objects with Kubernetes networking objects vSphere with Kubernetes Core Services Explain the architecture of the vSphere with Kubernetes Core Services Describe the Container Service Describe the Volume Service Describe the Network Service Describe the Registry Service Describe the use cases of vSphere with Kubernetes Enable vSphere with Kubernetes Deploy VMware Harbor Registry vSphere with Kubernetes Namespaces Describe a vSphere with Kubernetes namespace Contrast a vSphere with Kubernetes namespace to a traditional Kubernetes namespace Describe Resource Quotas Explain Authentication and Authorization to vSphere with Kubernetes Explain the use cases of namespaces Create a namespace Describe kubectl Use kubectl to interact with vSphere with Kubernetes Describe using kubectl pod deployment Explain scaling a pod deployment Explain managing pod lifecycle Explain deleting pods Use kubectl to deploy a pod Use kubectl to scale a pod Use kubectl to switch between namespaces VMware Tanzu Kubernetes Grid service Explain Tanzu Kubernetes Grid service Describe the use cases for Tanzu Kubernetes Grid clusters Describe the integration with Tanzu Mission Control Explain the lifecycle of Tanzu Kubernetes Grid clusters Deploy Tanzu Kubernetes Grid cluster Deploy pods to a Tanzu Kubernetes Grid cluster Monitoring and Troubleshooting Describe the monitoring tools for vSphere with Kubernetes Describe the troubleshooting tools for vSphere with Kubernetes Explain cluster, node, and namespace health Explain usage and capacity monitoring Describe vCenter Server events Describe vSphere with Kubernetes events Gather support information vSphere with Kubernetes Lifecycle Describe the vSphere with Kubernetes lifecycle Describe the Tanzu Kubernetes Grid lifecycle Describe scaling a vSphere with Kubernetes cluster Update vSphere with Kubernetes Update Tanzu Kubernetes Grid clusters Remove vSphere with Kubernetes Additional course details:Notes Delivery by TDSynex, Exit Certified and New Horizons an VMware Authorised Training Centre (VATC) Nexus Humans VMware vSphere with Tanzu: Deploy and Manage [V7] 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 VMware vSphere with Tanzu: Deploy and Manage [V7] 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.

Duration 5 Days 30 CPD hours This course is intended for This introductory-level Python course is geared for experienced web developers new to Python who want to use Python and Django for full stack web development projects. Overview Working in a hands-on learning environment, guided by our expert team, attendees will learn to: Develop full-stack web sites based on content stored in an RDMS Use python data types appropriately Define data models Understand the architecture of a Django-based web site Create Django templates for easy-to-modify views Map views to URLs Take advantage of the built-in Admin interface Provide HTML form processing Geared for experienced web developers new to Python, Introduction to Full Stack Web Development with Python and Django is a five-day hands-on course that teaches students how to develop Web applications using the Django framework. Students will explore the basics of creating basic applications using the MVC (model-view-controller) design pattern, as well as more advanced topics such as administration, session management, authentication, and automated testing. This comprehensive, practical course provides an in-depth exploration of working with the programming language, not an academic overview of syntax and grammar. Students will immediately be able to use Python to complete tasks in the real world. The Python Environment Starting Python Using the interpreter Running a Python script Getting help Editors and IDEs Getting Started Using variables Built in functions Strings Numbers Converting among types Writing to the screen Command line parameters Flow Control About flow control Conditional expressions Relational and Boolean operators while loops Lists and Tuples About sequences Lists and list methods Tuples Indexing and slicing Iterating through a sequence Sequence functions, keywords, and operators List comprehensions Working with Files File overview The with statement Opening a file Reading/writing files Dictionaries and Sets About dictionaries Creating and using dictionaries About sets Creating and using sets Functions Returning values Function parameters Variable Scope Sorting with functions Errors and Exception Handling Exception overview Using try/catch/else/finally Handling multiple exceptions Ignoring exceptions Modules and Packages Creating Modules The import statement Module search path Creating packages Classes About OO programming Defining classes Constructors Properties Instance methods and data Class/static methods and data Inheritance Django Architecture Django overview Sites and apps Shared configuration Minimal Django layout Built in flexibility Configuring a Project Executing manage.py Starting the project Generating app files App configuration Database setup The development server Using cookiecutter Creating models Defining models Related objects SQL Migration Simplel model access Login for Nothing and Admin for Free Setting up the admin user Using the admin interface Views What is a view HttpResponse URL route configuration Shortcut: get_object_or_404() Class-based views Templates About templates Variable lookups The url tag Shortcut: render() Querying Models QuerySets Field lookups Chaining filters Slicing QuerySets Related fields Q objects Advanced Templates Use Comments Inheritance Filters Escaping HTML Custom filters Forms Forms overview GET and POST The Form class Processing the form Widgets Validation Forms in templates Automated Testing Why create tests? When to create tests Using Django's test framework Using the test client Running tests Checking code coverage