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This Python Machine Learning online instructor led course is an excellent introduction to popular machine learning algorithms. Python Machine Learning 2-day Course Prerequisites: Basic knowledge of Python coding is a pre-requisite. Who Should Attend? This course is an overview of machine learning and machine learning algorithms in Python SciKitLearn. Practical: We cover the below listed algorithms, which is only a small collection of what is available. However, it will give you a good understanding, to plan your Machine Learning project We create, experiment and run machine learning sample code to implement a short selected but representative list of available the algorithms. Course Outline: Supervised Machine Learning: Classification Algorithms: Naive Bayes, Decision Tree, Logistic Regression, K-Nearest Neighbors, Support Vector Machine Regression Algorithms: Linear, Polynomial Unsupervised Machine Learning: Clustering Algorithms: K-means clustering, Hierarchical Clustering Dimension Reduction Algorithms: Principal Component Analysis Latent Dirichlet allocation (LDA) Association Machine Learning Algorithms: Apriori, Euclat Other machine learning Algorithms: Ensemble Methods ( Stacking, bagging, boosting ) Algorithms: Random Forest, Gradient Boosting Reinforcement learning Algorithms: Q-Learning Neural Networks and Deep Leaning Algorithms: Convolutional Network (CNN) Data Exploration and Preprocessing: The first part of a Machine Learning project understands the data and the problem at hand. Data cleaning, data transformation and data pre-processing are covered using Python functions to make data exploration and preprocessing relatively easy. What is included in this Python Machine Learning: Python Machine Learning Certificate on completion Python Machine Learning notes Practical Python Machine Learning exercises and code examples After the course, 1 free, online session for questions or revision Python Machine Learning. Max group size on this Python Machine Learning is 4. Refund Policy No Refunds

In this course, we take you step by step through the most common features and programming idioms of the Groovy programming language, enabling you to supercharge your developer productivity by harnessing the power of Groovy's lightweight and succinct programming syntax.

This course will help you to gain a mastery level understanding of the fundamentals of Android Studio, Android app development, and the Kotlin programming language by building six full-fledged applications as well as many more 'learning' applications throughout the course.

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. Course Curriculum Introduction Introduction 00:02:00 PowerShell Basic Introduction PowerShell Introduction 00:05:00 PowerShell Console (PowerShell ISE, VS Code) 00:05:00 PowerShell Useful Commands (Get-Help) 00:04:00 PowerShell Useful Commands (Get-Command) 00:01:00 PowerShell Useful Commands (Get-Module) 00:03:00 Visual Studio Code Editor Initial Setup Visual Studio Code Setup 00:02:00 VS Code Interface & Install PowerShell Ext 00:03:00 Write & Test PowerShell Script 00:02:00 Connect To Azure Active Directory through Powershell Azure Active Directory Introduction 00:04:00 Prerequisite & Install AZURE AD PS Module 00:03:00 Connect to Azure AD PowerShell with Microsoft Office 365 Subscription 00:04:00 Install All Office 365 Service's Module (To Prepare All-in-one Scripts) 00:03:00 All-In-One PowerShell Script To Connect All M365 Services 00:09:00 Administration Of Microsoft Office 365 User Accounts View Microsoft Office 365 User Accounts 00:05:00 Create Single Microsoft Office 365 User Account 00:09:00 Create Multiple Microsoft Office 365 User Accounts 00:04:00 Modify Microsoft Office 365 User Account Properties 00:08:00 Delete Microsoft Office 365 User Accounts 00:03:00 Block Microsoft Office 365 User Accounts 00:02:00 Administration Of Microsoft Office 365 Licenses And Service View M365 Licenses Details 00:04:00 View M365 License's Services Details 00:03:00 Assign Licenses to Single User Account (Older AzureAD Module) 00:02:00 Assign Licenses to Multiple User Account 00:02:00

Register on the Flutter & Dart Development for Building iOS and Android Apps today and build the experience, skills and knowledge you need to enhance your professional development and work towards your dream job. Study this course through online learning and take the first steps towards a long-term career. The course consists of a number of easy to digest, in-depth modules, designed to provide you with a detailed, expert level of knowledge. Learn through a mixture of instructional video lessons and online study materials. Receive online tutor support as you study the course, to ensure you are supported every step of the way. Get an e-certificate as proof of your course completion. The Flutter & Dart Development for Building iOS and Android Apps is incredibly great value and allows you to study at your own pace. Access the course modules from any internet-enabled device, including computers, tablet, and smartphones. The course is designed to increase your employability and equip you with everything you need to be a success. Enrol on the now and start learning instantly! What You Get With The Flutter & Dart Development for Building iOS and Android Apps Receive a e-certificate upon successful completion of the course Get taught by experienced, professional instructors Study at a time and pace that suits your learning style Get instant feedback on assessments 24/7 help and advice via email or live chat Get full tutor support on weekdays (Monday to Friday) Course Design The course is delivered through our online learning platform, accessible through any internet-connected device. There are no formal deadlines or teaching schedules, meaning you are free to study the course at your own pace. You are taught through a combination of Video lessons Online study materials Certification Upon successful completion of the course, you will be able to obtain your course completion e-certificate free of cost. Print copy by post is also available at an additional cost of £9.99 and PDF Certificate at £4.99. Who Is This Course For: The course is ideal for those who already work in this sector or are an aspiring professional. This course is designed to enhance your expertise and boost your CV. Learn key skills and gain a professional qualification to prove your newly-acquired knowledge. Requirements: The online training is open to all students and has no formal entry requirements. To study the Flutter & Dart Development for Building iOS and Android Apps, all your need is a passion for learning, a good understanding of English, numeracy, and IT skills. You must also be over the age of 16.  Course Content Section 01: Introduction Introduction 00:02:00 Setup On Windows 00:16:00 Setup On Linux 00:14:00 Setup On Mac iOS 00:14:00 Setup On Mac Android 00:12:00 App Base Code 00:03:00 Section 02: Widgets Text 00:04:00 Container 00:04:00 Row 00:05:00 Column 00:02:00 Stack 00:02:00 Image 00:06:00 Center 00:02:00 Padding 00:03:00 Align 00:02:00 Constrained Box 00:03:00 Baseline Class 00:03:00 Aspect Ratio 00:03:00 Sized Box 00:02:00 Transform 00:03:00 Section 03: Gestures Pointers 00:06:00 Tap 00:02:00 Double Tap 00:02:00 Long Press 00:03:00 Vertical Drag 00:04:00 Horizontal Drag 00:04:00 Pan 00:04:00 Section 04: Navigation Components Scaffold 00:06:00 App bar 00:05:00 Bottom Navigation Bar 00:08:00 TabBar View 00:07:00 Drawer 00:05:00 SliverApp Bar 00:07:00 Section 05: Input/Selection Components FlatButton 00:04:00 RaisedButton 00:03:00 DropdownButton 00:09:00 TextField 00:04:00 CheckBox 00:06:00 Radio Button 00:04:00 PopupMenuButton 00:07:00 IconButton 00:04:00 ButtonBar 00:03:00 Floating Action Button 00:04:00 Switch 00:04:00 Slider 00:05:00 Date Picker 00:05:00 Time Picker 00:07:00 SimpleDialog 00:08:00 AlertDialog 00:06:00 BottomSheet 00:06:00 Expansion Panel List and Expansion Panel 00:07:00 SnackBar 00:07:00 Cupertino Setup 00:02:00 Cupertino Action Sheet 00:06:00 Cupertino Activity Indicator 00:01:00 Cupertino Alert Dialog 00:04:00 Cupertino Button 00:03:00 CupertinoPageScaffold 00:04:00 CupertinoPicker 00:04:00 CupertinoPopupSurface 00:04:00 CupertinoSegmentedControl 00:04:00 CupertinoSlider 00:04:00 CupertinoSwitch 00:03:00 CupertinoNavigationBar 00:04:00 CupertinoTabBar 00:05:00 CupertinoTabScaffold 00:04:00 CupertinoTextField 00:04:00 Section 06: Information Displays Icons 00:04:00 Chip 00:03:00 Tooltip 00:02:00 DataTable 00:09:00 Card 00:06:00 Linear Progress Indicator 00:03:00 Circular Progress Indicator 00:04:00 Section 07: Layout GridView 00:03:00 ListView & ListTile 00:04:00 Stepper & Step 00:07:00 Divider & divideTiles 00:05:00 Aligning Widgets 00:03:00 Sizing Widgets 00:03:00 Nesting Rows and Columns 00:03:00 Add, Update and Delete Widgets 00:06:00 Section 08: Navigation & Routing Navigate To A New Screen and Back 00:06:00 Multiple Files For Each Screen 00:03:00 Send Data To A New Screen 00:05:00 Return Data From A Screen 00:05:00 Navigate With Named Routes 00:03:00 Animating A Widget Across Screens 00:02:00 Stateless vs Stateful Widgets 00:08:00 Section 09: Animation Tween Animation 00:07:00 Staggered Animation 00:04:00 Reverse and Stop Animations 00:02:00 Section 10: Platform Specific Code Call Android Java Code 00:08:00 Send Parameters To Android Java Code 00:07:00 Call Android Kotlin Code 00:08:00 Send Parameters To Android Kotlin Code 00:05:00 Call iOS Objective-C Code 00:10:00 Send Parameters To iOS Objective-C Code 00:05:00 Call iOS Swift Code 00:08:00 Send Parameters To iOS Swift Code 00:05:00 Section 11: Building & Releasing Remove Debug Badge 00:01:00 Build & Release For Android 00:04:00 Build & Release For iOS 00:06:00 Section 12: Networking Fetch Data From The Internet 00:13:00 Making authenticated requests using HTTP Headers 00:03:00 Parsing JSON In The Background 00:17:00 Working With WebSockets 00:10:00 Section 13: Data Persistence Reading & Writing Files On The Server Using SQL Injection Vulnerability 00:06:00 Storing Key-Value Data On Disk 00:03:00 Data Persistence Using SQLite 00:04:00 Section 14: Creating An App Calculator Part 1 - TabBar Creation 00:12:00 Calculator Part 2 - Implementing The Tabs 00:05:00 Calculator Part 3 - Tab Persistence 00:03:00 Changing Android App Icon 00:05:00 Changing iOS App Icon 00:01:00 Change App Display Name 00:05:00

Psychology, the science of the mind, unveils how thought processes function, the reasons for our behaviours, and our learning methodologies. This GCSE Psychology course empowers you to comprehend yourself and others more effectively, providing a stellar kick-start for anyone intrigued by psychology at a higher level or simply keen on understanding how our minds function. 💡 GCSEs are esteemed qualifications across the UK, considered as the educational standard for school-leavers at 16. Discover different psychological schools and theories, explanations for diverse behaviours, and research techniques used in the discipline. Comprehensive course specifics can be found below.  This GCSE Psychology course, aligned with the most recent specifications, is designed to set you up for success. It provides a clear induction and structured assignments, aiding in the development of the necessary skills and knowledge for the exam. For UK students, a guaranteed exam centre access is included. GCSEs - qualifications that truly count. 🎖️ You will benefit from: A fresh, engaging course, aligned with the latest specification 📘 Fast track option for 2022 exams ⏭️ Access to our partnership exam centres, ensuring a guaranteed exam venue 🏢 Unlimited tutor support - we assist you in drafting a study plan and provide continuous support 🤝 Exam pass guarantee (we offer support until you clear the exam) 🎯 About the awarding body Awarding body: AQA Our course code: X808 Qualification code: 8182 AQA qualifications are globally recognised, highly esteemed by employers and universities, and a pathway for young people to advance to their future stages. AQA offers a range of qualifications including GCSEs, IGCSEs, and A-levels to cater to diverse abilities.  ⏱ Study Hours: Allocate between 120 to 150 hours for study, in addition to time for completing assignments. 👩‍🏫 Study Method: Our course is delivered via an online learning platform, engaging learners with dynamic resources. The materials can be printed if preferred. Learning resources span different media including videos, quizzes, and interactive activities. 🎥📝🧩 📆 Course Duration: Post-enrolment, up to two years are granted to study and sit your exams, with ongoing unlimited tutor support.  📋 Assessment: Enrol now for Summer 2022 exams. Completion of two GCSE standard written exams is required. A guaranteed exam space is provided in our exam centres across the UK. During your course, nine assignments and one introductory assignment are also to be completed. These provide a chance to submit work to your tutor for marking and feedback, helping gauge your progress. 👩‍🎓 Course Outcomes: Successful completion of this home learning course awards you a GCSE in Psychology, issued by AQA. The syllabus has been handpicked due to its suitability for distance learning. ℹ️ Additional Information: Difficulty - Level 2. There are no formal entry requirements; however, effective English reading and writing skills are recommended. Course Content: The course encompasses various fascinating modules including Memory, Perception, Development, Research Methods, Social Influence, Language, Thought & Communication, Brain and Neuropsychology, and Psychological Problems. 🧠🔬📚

Discover the wonders of our planet and our role within it through our A-Level Geography course, specifically designed for self-paced learning. Gain deeper insights into the marvels and challenges our world faces from diverse landscapes to human interactions and the subsequent consequences on nature. Venture on a virtual journey exploring various terrains from arid deserts to dynamic glaciers, and lively coastal systems. Delve into the pressing issues of environmental stress on ecosystems, urban development implications, and the complex threads of globalisation. Master the art of collecting, processing, and interpreting valuable information using both qualitative and quantitative methods. You’ll become proficient in contextualisation and reporting, demonstrating a strong understanding of fieldwork through independent research projects. This course adheres to the latest Cambridge International A-Level Geography syllabus, offering a streamlined and engaging online learning experience. Benefit from unlimited tutor support, well-structured assignments, and a clear induction to equip you with the skills and knowledge for exam preparation. If you’re in the UK, you can avail our guaranteed exam centre access for your final A-Level examinations. Your enrolment comes with the following benefits: Access to a brand-new course, with content that is dynamic, engaging and tailored to the latest specification Fast track options for exams in 2022 Exam pass guarantee – We'll support you to your next exam for free if you don’t pass the first time Guaranteed exam venue access – Explore our network of partnership exam centres Unlimited tutor support – Benefit from personalised study planning and comprehensive support throughout your learning journey Geography extends beyond the textbook. It's about understanding our planet, recognising our responsibilities towards it, and expanding our knowledge on how human activities shape and change our environment.  About the awarding body Awarding body: Cambridge Assessment International Education (CAIE) Our course code: X923 Qualification code: 9696 Cambridge Assessment International Education is the world’s largest provider of international education programmes, qualifications and exams, delivering assessments to over 8 million learners in over 170 countries. ⏱ Study Hours: Allow 250-300 hours of study time plus additional time for assignments. 👩‍🏫 Study Method: Engage with a variety of media such as videos, quizzes, and interactive activities via our online platform. Learning resources can also be printed for convenience. 📆 Course Duration: Your enrolment lasts up to 24 months from the date of registration.  📋 Assessment: Enrol now for Summer 2022 examinations. You'll need to complete four standard A-Level written exams with a blend of short and long answer questions, and extended response questions. We also provide guaranteed exam space across the UK and a repeat exam support. Additionally, various assignments throughout the course will help gauge your progress and generate predicted grades if needed. 👩‍🎓 Course Outcomes: On successful completion, you'll receive an A-Level in Geography, issued by Cambridge International, identical to that received by students at any other institution. This syllabus (9696) is selected by Oxbridge for its suitability to distance learning. ℹ️ Additional Information: Difficulty - Level 3; Entry requirements - A GCSE or equivalent in Geography is recommended; UCAS Points - 56 Course Content: Explore a wide range of topics such as hydrology, fluvial geomorphology, atmosphere and weather, rocks and weathering, population dynamics, migration and settlement, tropical and hazardous environments, production, location, and global interdependence. Each unit explores its topic in-depth, providing a comprehensive understanding of the intricacies of physical and human geography.

Embark on this course in web development with HTML, CSS, JS, and React for a comprehensive training program designed to empower beginners and experienced designers alike with the essential skills needed to create captivating and dynamic websites. Explore the power of React.js, HTML5, CSS3, JavaScript, and build scalable components with React.

Create your own 3D Graphics with OpenGL and C++

Swagger is one of the most popular tools used in API development as it has simplified the process of API design, documentation, and testing. Level up your API development skills by adding Swagger to your skillset. This course will provide significant knowledge on understanding and using Swagger tools. Gain the confidence to instantly apply Swagger Tools tips covered in the course in your next OpenAPI project.