Duration 5 Days 30 CPD hours This course is intended for The skills covered in this course converge on four areas-software development, IT operations, applied math and statistics, and business analysis. Target students for this course should be looking to build upon their knowledge of the data science process so that they can apply AI systems, particularly machine learning models, to business problems. So, the target student is likely a data science practitioner, software developer, or business analyst looking to expand their knowledge of machine learning algorithms and how they can help create intelligent decisionmaking products that bring value to the business. A typical student in this course should have several years of experience with computing technology, including some aptitude in computer programming. This course is also designed to assist students in preparing for the CertNexus Certified Artificial Intelligence (AI) Practitioner (Exam AIP-210) certification Overview In this course, you will develop AI solutions for business problems. You will: Solve a given business problem using AI and ML. Prepare data for use in machine learning. Train, evaluate, and tune a machine learning model. Build linear regression models. Build forecasting models. Build classification models using logistic regression and k -nearest neighbor. Build clustering models. Build classification and regression models using decision trees and random forests. Build classification and regression models using support-vector machines (SVMs). Build artificial neural networks for deep learning. Put machine learning models into operation using automated processes. Maintain machine learning pipelines and models while they are in production Artificial intelligence (AI) and machine learning (ML) have become essential parts of the toolset for many organizations. When used effectively, these tools provide actionable insights that drive critical decisions and enable organizations to create exciting, new, and innovative products and services. This course shows you how to apply various approaches and algorithms to solve business problems through AI and ML, all while following a methodical workflow for developing data-driven solutions. Solving Business Problems Using AI and ML Topic A: Identify AI and ML Solutions for Business Problems Topic B: Formulate a Machine Learning Problem Topic C: Select Approaches to Machine Learning Preparing Data Topic A: Collect Data Topic B: Transform Data Topic C: Engineer Features Topic D: Work with Unstructured Data Training, Evaluating, and Tuning a Machine Learning Model Topic A: Train a Machine Learning Model Topic B: Evaluate and Tune a Machine Learning Model Building Linear Regression Models Topic A: Build Regression Models Using Linear Algebra Topic B: Build Regularized Linear Regression Models Topic C: Build Iterative Linear Regression Models Building Forecasting Models Topic A: Build Univariate Time Series Models Topic B: Build Multivariate Time Series Models Building Classification Models Using Logistic Regression and k-Nearest Neighbor Topic A: Train Binary Classification Models Using Logistic Regression Topic B: Train Binary Classification Models Using k-Nearest Neighbor Topic C: Train Multi-Class Classification Models Topic D: Evaluate Classification Models Topic E: Tune Classification Models Building Clustering Models Topic A: Build k-Means Clustering Models Topic B: Build Hierarchical Clustering Models Building Decision Trees and Random Forests Topic A: Build Decision Tree Models Topic B: Build Random Forest Models Building Support-Vector Machines Topic A: Build SVM Models for Classification Topic B: Build SVM Models for Regression Building Artificial Neural Networks Topic A: Build Multi-Layer Perceptrons (MLP) Topic B: Build Convolutional Neural Networks (CNN) Topic C: Build Recurrent Neural Networks (RNN) Operationalizing Machine Learning Models Topic A: Deploy Machine Learning Models Topic B: Automate the Machine Learning Process with MLOps Topic C: Integrate Models into Machine Learning Systems Maintaining Machine Learning Operations Topic A: Secure Machine Learning Pipelines Topic B: Maintain Models in Production
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Do you want to prepare for your dream job but strive hard to find the right courses? Then, stop worrying, for our strategically modified Teaching Assistant, Remote teaching and Phonics Teaching bundle will keep you up to date with the relevant knowledge and most recent matters of this emerging field. So, invest your money and effort in our 37 course mega bundle that will exceed your expectations within your budget. This Teaching Assistant, Remote teaching and Phonics Teaching Bundle consists of the following 30 CPD Accredited Premium courses - Course 1: Teaching Assistant Diploma Course 2: The Complete Guide To Getting A Teaching Job Course 3: SEND Teaching Assistant Course 4: EYFS Teaching Assistant Course 5: Phonics Teaching Certificate Course 6: Remote Teaching Course 7: Lesson Planning for Teaching Course 8: Learning Disability Nursing Course 9: Nursery Nurse Course 10: Mental Health Teaching Assistant Course 11: ADHD Awareness Course 12: Leadership in Teaching Course 13: Positive Handling in Schools Course 14: Learning to Learn - Super Learning Course 15: Educational Psychology Course 16: Education Management Course 17: Education and Pedagogy Course 18: Blended Learning Course for Teachers Course 19: Understanding Autism Level 3 Course 20: Health and Safety Training for School Administrators Course 21: Child Language Disorder (CLD) Course 22: Child Playwork Course 23: Child Neglect Awareness & Protection Course 24: Communication Skills Course 25: Team Management Course 26: Problem Solving Skills Course 27: Leadership Skills Course 28: Presentation Skills Course 29: Microsoft Office Course 30: Cross-Cultural Awareness Training 7 Extraordinary Career Oriented courses that will assist you in reimagining your thriving techniques- Course 1: Career Development Plan Fundamentals Course 2: CV Writing and Job Searching Course 3: Interview Skills: Ace the Interview Course 4: Video Job Interview for Job Seekers Course 5:Create a Professional LinkedIn Profile Course 6:Business English Perfection Course Course 7:Networking Skills for Personal Success Learning Outcome Uncover your skills and aptitudes to break new ground in the related fields Deep dive into the fundamental knowledge Acquire some hard and soft skills in this area Gain some transferable skills to elevate your performance Maintain good report with your clients and staff Gain necessary office skills and be tech savvy utilising relevant software Keep records of your work and make a report Know the regulations around this area Reinforce your career with specific knowledge of this field Know your legal and ethical responsibility as a professional in the related field This Teaching Assistant, Remote teaching and Phonics Teaching Bundle resources were created with the help of industry experts, and all subject-related information is kept updated on a regular basis to avoid learners from falling behind on the latest developments. Certification After studying the complete training you will be able to take the assessment. After successfully passing the assessment you will be able to claim all courses pdf certificates and 1 hardcopy certificate for the Title Course completely free. Other Hard Copy certificates need to be ordered at an additional cost of •8. CPD 370 CPD hours / points Accredited by CPD Quality Standards Who is this course for? Ambitious learners who want to strengthen their CV for their desired job should take advantage of the Teaching Assistant, Remote teaching and Phonics Teaching bundle! This bundle is also ideal for professionals looking for career advancement. Requirements To participate in this course, all you need is - A smart device A secure internet connection And a keen interest in Teaching Assistant, Remote teaching and Phonics Teaching Career path Upon completing this essential Bundle, you will discover a new world of endless possibilities. These courses will help you to get a cut above the rest and allow you to be more efficient in the relevant fields.
Course Overview Do you want to familiarize with various programming structure and build your career as a software engineer? Then this course is perfect for you. Learn how you can use HTML CSS my SQL GitHub XAMPP and Heroku from this Modern PHP/MYSQL/ GitHub & Heroku Tutorial course and boost your programming skill in no time. This Modern PHP/MYSQL/ GitHub & Heroku Tutorial course will teach you the function of different platforms of web development. You will learn about PHP, bootstrap, MySQL, GitHub and Heroku. The lessons will help you understand programming structures from scratch and explore different areas of web development. The activities of the course will help you to practice the knowledge you learn and enhance your skill. You'll be able to work and create sample websites with the lectures. You'll receive certifications after completing the course. This course can be a stepping stone for you to enhance your skill and be a professional web developer. Learning Outcomes Understand how XAMPP works Familiarize with the role of PHP in web-based programs Setup Apache server and PHP environment using XAMPP server Learn how to use GitHub Be able to build data-driven and dynamic web applications Learn how to deploy web applications using Heroku Learn the basics of bootstrap 4 Who is this course for? This course is a complete package of the database, PHP, Bootstrap and GitHub. This is ideal for anyone who wants to learn software designing and its steps. The course will teach you the necessary skills and knowledge you need for software development from scratch. Entry Requirement This course is available to all learners, of all academic backgrounds. Learners should be aged 16 or over to undertake the qualification. Good understanding of English language, numeracy and ICT are required to attend this course. Certification After you have successfully completed the course, you will be able to obtain an Accredited Certificate of Achievement. You can however also obtain a Course Completion Certificate following the course completion without sitting for the test. Certificates can be obtained either in hardcopy at the cost of £39 or in PDF format at the cost of £24. PDF certificate's turnaround time is 24 hours, and for the hardcopy certificate, it is 3-9 working days. Why choose us? Affordable, engaging & high-quality e-learning study materials; Tutorial videos/materials from the industry-leading experts; Study in a user-friendly, advanced online learning platform; Efficient exam systems for the assessment and instant result; The UK & internationally recognized accredited qualification; Access to course content on mobile, tablet or desktop from anywhere anytime; The benefit of career advancement opportunities; 24/7 student support via email. Career Path Modern PHP/MYSQL/ GitHub & Heroku Tutorial Course is a useful qualification to possess and would be beneficial for any related profession or industry such as: Web Developers Web Designers Software Developers PHP Developers App Designers Unit 01: Introduction Introduction 00:06:00 Unit 02: Environment Configuration Module 01: Setup a PHP Environment using XAMPP 00:16:00 Module 02: Install Composer Package Manager 00:03:00 Module 03: Visual Studio Code - Web Development Add ons 00:12:00 Module 04: Create a GitHub Account 00:13:00 Module 05: Create a Heroku Account 00:08:00 Unit 03: PHP Basics and Syntax Module 01: How PHP Works 00:29:00 Module 02: IFELSE Statements 00:19:00 Module 03: Switch Statements 00:09:00 Module 04: FOR Loop 00:10:00 Module 05: WHILE AND DOWHILE Loops 00:14:00 Module 06: PHP Arrays and Manipulation 00:13:00 Module 07: String Manipulation Functions 00:28:00 Module 08: Date and Time Manipulation Functions 00:15:00 Module 09: User Defined Functions 00:22:00 Module 10: PHP Include and Require 00:22:00 Module 11: PHP Website Layout - With Bootstra 00:23:00 Module 12: Add Project to Github 00:08:00 Module 13: Publish Website to Heroku 00:20:00 Unit 04: PHP Forms and MySQL and User Authentication Module 01: Project and Website Setup 00:21:00 Module 02: Create a Bootstrap 4 Form 00:28:00 Module 03: PHP Form - $_GET Action 00:23:00 Module 04: PHP Form - $_POST Action 00:11:00 Module 05: Design Database with phpMyAdmin 00:19:00 Module 06: Connect to Database using PHP PDO 00:18:00 Module 07: Save Records to Database 00:38:00 Module 08: View Database Records 00:36:00 Module 09: View One Record's Details 00:28:00 Module 10: Update Database Records 00:34:00 Module 11: Delete Database Records 00:11:00 Module 12: Final Touches: Form Validation, Error Messages, Success Messages 00:17:00 Module 13: Create Heroku App and Remote Database 00:21:00 Module 14: Setup Authentication Tables in Database 00:20:00 Module 15: Setup Login and Authentication 00:29:00 Module 16: Control User Access 00:08:00 Module 17: Sending Confirmation Emails 00:31:00 Module 18: Upload Profile Pictures 00:31:00 Module 19: Final Touches 00:14:00 Resources Resources - Modern PHP/MYSQL/ GitHub & Heroku Tutorial 00:00:00 Certificate and Transcript Order Your Certificates and Transcripts 00:00:00
Master LINQ to entities, LINQ to objects, LINQ to XML, functional programming relying on LINQ
Zoom has become one of the most important online meeting platforms in the world. If you want to work, teach, learn or talk with friends, you need to master ZOOM. And this is an excellent opportunity to become proficient with this software. We'll cover up everything about ZOOM in an easy step by step way like how to set up the program, sign up, schedule meetings, screen sharing, chatting and many more. You'll also be able to use all the tools while you're in the meeting. This comprehensive Master Course will introduce you to many cool features and shortcuts for ZOOM, which will help you to become a master in video conferencing. This ZOOM Meeting Masterclass consists of several modules that take only 40 minutes to complete. The course is accompanied by instructional videos, how-to instructions and advice. So, Let's begin!
Duration 3 Days 18 CPD hours This course is intended for This course is designed for IoT practitioners who are looking to improve their skills and knowledge of IoT security and privacy. This course is also designed for students who are seeking the CertNexus Certified Internet of Things Security Practitioner (CIoTSP) certification and who want to prepare for Exam ITS-110. Overview This program will validate that the candidate has the knowledge, skills, and abilities to secure network environments for IoT devices, analyze vulnerabilities and determine reasonable controls against threats, and effectively monitor IoT devices and respond to incidents. This course is designed for practitioners who are seeking to demonstrate a vendor-neutral, cross-industry skill set that will enable them to design, implement, operate, and/or manage a secure IoT ecosystem. Managing IoT Risks Map the IoT Attack Surface Build in Security by Design Securing Web and Cloud Interfaces Identify Threats to IoT Web and Cloud Interfaces Prevent Injection Flaws Prevent Session Management Flaws Prevent Cross-Site Scripting Flaws Prevent Cross-Site Request Forgery Flaws Prevent Unvalidated Redirects and Forwards Securing Data Use Cryptography Appropriately Protect Data in Motion Protect Data at Rest Protect Data in Use Controlling Access to IoT Resources Identify the Need to Protect IoT Implement Secure Authentication Implement Secure Authorization Implement Security Monitoring on IoT Systems Securing IoT Networks Ensure the Security of IP Networks Ensure the Security of Wireless Networks Ensure the Security of Mobile Networks Ensure the Security of IoT Edge Networks Ensuring Privacy Improve Data Collection to Reduce Privacy Concerns Protect Sensitive Data Dispose of Sensitive Data Managing Software and Firmware Risks Manage General Software Risks Manage Risks Related to Software Installation and Configuration Manage Risks Related to Software Patches and Updates Manage Risks Related to IoT Device Operating Systems and Firmware Promoting Physical Security Protect Local Memory and Storage Prevent Physical Port Access
Overview Every piece of furniture, colour, and wall within a space has a story to tell. Learn how to tell your story through a comforting and beautiful space with our Interior Design Course. Whether you are a newbie or a seasoned professional, our course is the perfect place to work on your skills. In this course, you will get a clear understanding of the principles and elements of interior design. The course will help you explore the colour theory and show you how to use it. You will learn the basics of lighting, furniture and materials. Furthermore, you will develop the ability to design both residential and commercial spaces. Along with designing skills, the course will teach you the techniques for professional development. Enrol now and take your career to the next level! Course Preview Learning Outcomes Understand the principles and elements of interior design Learn the process of planning the space and layout Familiarise yourself with the basic rule of colour theory Enhance your understanding of lighting design, furniture and materials Develop the skills required for commercial and residential design Get introduced to digital tools and software used in interior design Why Take This Course From John Academy? Affordable, well-structured and high-quality e-learning study materials Engaging tutorial videos, materials from the industry-leading experts Opportunity to study in a user-friendly, advanced online learning platform Efficient exam systems for the assessment and instant result Earn UK & internationally recognised accredited qualification Easily access the course content on mobile, tablet, or desktop from anywhere, anytime Excellent career advancement opportunities Get 24/7 student support via email. What Skills Will You Learn from This Course? Interior Design Residential Design Commercial Design Business Networking Who Should Take This Interior Design Course? Whether you're an existing practitioner or an aspiring professional, this course is an ideal training opportunity. It will elevate your expertise and boost your CV with key skills and a recognised qualification attesting to your knowledge. Are There Any Entry Requirements? This Interior Design Course is available to all learners of all academic backgrounds. But learners should be aged 16 or over to undertake the qualification. And a good understanding of the English language, numeracy, and ICT will be helpful. Certificate of Achievement After completing this course successfully, you will be able to obtain an Accredited Certificate of Achievement. Certificates & Transcripts can be obtained either in Hardcopy at £14.99 or in PDF format at £11.99. Career Pathâ This exclusive Interior Design Course will equip you with effective skills and abilities and help you explore career paths such as Interior Designer Interior Design Consultant Module 01: Introduction to Interior Design Introduction to Interior Design 00:23:00 Module 02: Space Planning and Layout Space Planning and Layout 00:21:00 Module 03: Colour Theory and Application Colour Theory and Application 00:22:00 Module 04: Materials and Finishes Materials and Finishes 00:21:00 Module 05: Lighting Design Lighting Design 00:19:00 Module 06: Furniture and Furnishings Furniture and Furnishings 00:20:00 Module 07: Sustainable Design Sustainable Design 00:23:00 Module 08: Interior Design for Residential Spaces Interior Design for Residential Spaces 00:20:00 Module 09: Interior Design for Commercial Spaces Interior Design for Commercial Spaces 00:21:00 Module 10: Professional Practice and Business Skills Professional Practice and Business Skills 00:21:00 Module 11: Digital Tools and Software for Interior Design Digital Tools and Software for Interior Design 00:21:00 Module 12: Professional Networking and Industry Engagement Professional Networking and Industry Engagement 00:23:00 Certificate and Transcript Order Your Certificates and Transcripts 00:00:00
Operating system is a special purpose software that is used to manage the overall computer. It is the fundamental and building block of any working computer system. Thus, knowing about how to use computer operating systems is a must for any end user. Our course is designed to deliver you the fundamental knowledge related to operating a computer. It will also teach you the attributes that are very useful to make the computer functional. Besides that, you will get to know about the the standards and how to use them properly. Most importantly, you will get to learn about different types of operating systems including windows, Mac, Linux and Unix. If you think you are ready to understand how your computer works and how get the best out of your PC, then enrol and be a computer master in no time. Course Highlights Computer Operating System Certificate Course is an award winning and the best selling course that has been given the CPD Certification & IAO accreditation. It is the most suitable course anyone looking to work in this or relevant sector. It is considered one of the perfect courses in the UK that can help students/learners to get familiar with the topic and gain necessary skills to perform well in this field. We have packed Computer Operating System Certificate Course into 13 modules for teaching you everything you need to become successful in this profession. To provide you ease of access, this course is designed for both part-time and full-time students. You can become accredited in just 9 hours and it is also possible to study at your own pace. We have experienced tutors who will help you throughout the comprehensive syllabus of this course and answer all your queries through email. For further clarification, you will be able to recognize your qualification by checking the validity from our dedicated website. Why You Should Choose Computer Operating System Certificate Course Lifetime access to the course No hidden fees or exam charges CPD Accredited certification on successful completion Full Tutor support on weekdays (Monday - Friday) Efficient exam system, assessment and instant results Download Printable PDF certificate immediately after completion Obtain the original print copy of your certificate, dispatch the next working day for as little as £9. Improve your chance of gaining professional skills and better earning potential. Who is this Course for? Computer Operating System Certificate Course is CPD certified and IAO accredited. This makes it perfect for anyone trying to learn potential professional skills. As there is no experience and qualification required for this course, it is available for all students from any academic backgrounds. Requirements Our Computer Operating System Certificate Course is fully compatible with any kind of device. Whether you are using Windows computer, Mac, smartphones or tablets, you will get the same experience while learning. Besides that, you will be able to access the course with any kind of internet connection from anywhere at any time without any kind of limitation. Career Path You will be ready to enter the relevant job market after completing this course. You will be able to gain necessary knowledge and skills required to succeed in this sector. All our Diplomas' are CPD and IAO accredited so you will be able to stand out in the crowd by adding our qualifications to your CV and Resume. Introduction 00:15:00 What is an Operating System? 00:30:00 History of Operating System 00:30:00 What an Operating System Does 01:00:00 Microsoft Windows 01:00:00 MAC OS 01:00:00 UNIX 00:30:00 LINUX 00:30:00 GNU 00:30:00 Other Operating Systems 01:00:00 Installing an Operating System 01:00:00 Defining The Processes 01:00:00 Conclusion 00:15:00 Mock Exam Final Exam