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Embark on a captivating journey into the world of artificial intelligence with our course, 'Machine Learning Basics.' This voyage begins with an immersive introduction, setting the stage for an exploration into the intricate and fascinating realm of machine learning. Envision yourself unlocking the mysteries of algorithms and data patterns, essential skills in today's technology-driven landscape. The course offers a comprehensive foray into the core principles of machine learning, starting from the very basics and gradually building to more complex concepts, making it an ideal path for beginners and enthusiasts alike. As you delve deeper, each section unravels a vital component of machine learning. Grasp the essentials of regression analysis, understand the role of predictors, and navigate through the functionalities of Minitab, a key tool in data analysis. Journey through the structured world of regression trees and binary logistic regression, and master the art of classification trees. The course also emphasizes the importance of data cleaning and constructing robust data models, culminating in the achievement of learning success. This course is not just an educational experience; it's a gateway to the future of data science and AI. Learning Outcomes Comprehend the basic principles and applications of machine learning. Develop proficiency in regression analysis and predictor identification. Gain practical skills in Minitab for data analysis. Understand and apply regression and classification trees. Acquire expertise in data cleaning and model creation. Why choose this Machine Learning Basics course? Unlimited access to the course for a lifetime. Opportunity to earn a certificate accredited by the CPD Quality Standards and CIQ after completing this course. Structured lesson planning in line with industry standards. Immerse yourself in innovative and captivating course materials and activities. Assessments designed to evaluate advanced cognitive abilities and skill proficiency. Flexibility to complete the Course at your own pace, on your own schedule. Receive full tutor support throughout the week, from Monday to Friday, to enhance your learning experience. Unlock career resources for CV improvement, interview readiness, and job success. Who is this Machine Learning Basics course for? Novices eager to delve into machine learning. Data enthusiasts looking to enhance their analytical skills. Professionals in IT and related fields expanding their expertise. Academics and students in computer science and data studies. Career changers interested in the field of data science and AI. Career path Data Analyst - £30,000 to £55,000 Machine Learning Engineer - £40,000 to £80,000 AI Developer - £35,000 to £75,000 Business Intelligence Analyst - £32,000 to £60,000 Research Scientist (Machine Learning) - £45,000 to £85,000 Software Engineer (AI Specialization) - £38,000 to £70,000 Prerequisites This Machine Learning Basics does not require you to have any prior qualifications or experience. You can just enrol and start learning.This Machine Learning Basics was made by professionals and it is compatible with all PC's, Mac's, tablets and smartphones. You will be able to access the course from anywhere at any time as long as you have a good enough internet connection. Certification After studying the course materials, there will be a written assignment test which you can take at the end of the course. After successfully passing the test you will be able to claim the pdf certificate for £4.99 Original Hard Copy certificates need to be ordered at an additional cost of £8. Course Curriculum Section 01: Introduction Introduction to Supervised Machine Learning 00:06:00 Section 02: Regression Introduction to Regression 00:13:00 Evaluating Regression Models 00:11:00 Conditions for Using Regression Models in ML versus in Classical Statistics 00:21:00 Statistically Significant Predictors 00:09:00 Regression Models Including Categorical Predictors. Additive Effects 00:20:00 Regression Models Including Categorical Predictors. Interaction Effects 00:18:00 Section 03: Predictors Multicollinearity among Predictors and its Consequences 00:21:00 Prediction for New Observation. Confidence Interval and Prediction Interval 00:06:00 Model Building. What if the Regression Equation Contains 'Wrong' Predictors? 00:13:00 Section 04: Minitab Stepwise Regression and its Use for Finding the Optimal Model in Minitab 00:13:00 Regression with Minitab. Example. Auto-mpg: Part 1 00:17:00 Regression with Minitab. Example. Auto-mpg: Part 2 00:18:00 Section 05: Regression Trees The Basic idea of Regression Trees 00:18:00 Regression Trees with Minitab. Example. Bike Sharing: Part1 00:15:00 Regression Trees with Minitab. Example. Bike Sharing: Part 2 00:10:00 Section 06: Binary Logistics Regression Introduction to Binary Logistics Regression 00:23:00 Evaluating Binary Classification Models. Goodness of Fit Metrics. ROC Curve. AUC 00:20:00 Binary Logistic Regression with Minitab. Example. Heart Failure: Part 1 00:16:00 Binary Logistic Regression with Minitab. Example. Heart Failure: Part 2 00:18:00 Section 07: Classification Trees Introduction to Classification Trees 00:12:00 Node Splitting Methods 1. Splitting by Misclassification Rate 00:20:00 Node Splitting Methods 2. Splitting by Gini Impurity or Entropy 00:11:00 Predicted Class for a Node 00:06:00 The Goodness of the Model - 1. Model Misclassification Cost 00:11:00 The Goodness of the Model - 2 ROC. Gain. Lit Binary Classification 00:15:00 The Goodness of the Model - 3. ROC. Gain. Lit. Multinomial Classification 00:08:00 Predefined Prior Probabilities and Input Misclassification Costs 00:11:00 Building the Tree 00:08:00 Classification Trees with Minitab. Example. Maintenance of Machines: Part 1 00:17:00 Classification Trees with Miitab. Example. Maintenance of Machines: Part 2 00:10:00 Section 08: Data Cleaning Data Cleaning: Part 1 00:16:00 Data Cleaning: Part 2 00:17:00 Creating New Features 00:12:00 Section 09: Data Models Polynomial Regression Models for Quantitative Predictor Variables 00:20:00 Interactions Regression Models for Quantitative Predictor Variables 00:15:00 Qualitative and Quantitative Predictors: Interaction Models 00:28:00 Final Models for Duration and TotalCharge: Without Validation 00:18:00 Underfitting or Overfitting: The 'Just Right Model' 00:18:00 The 'Just Right' Model for Duration 00:16:00 The 'Just Right' Model for Duration: A More Detailed Error Analysis 00:12:00 The 'Just Right' Model for TotalCharge 00:14:00 The 'Just Right' Model for ToralCharge: A More Detailed Error Analysis 00:06:00 Section 10: Learning Success Regression Trees for Duration and TotalCharge 00:18:00 Predicting Learning Success: The Problem Statement 00:07:00 Predicting Learning Success: Binary Logistic Regression Models 00:17:00 Predicting Learning Success: Classification Tree Models 00:09:00

IASSC lean six sigma yellow belt course. Online, 24/7 access to content and exam. Fee includes learning content, tutor support, and official IASSC exam.

In this compact intermediate-level course, you will learn how to use Facebook Prophet to do time series analysis and forecasting. You will learn how Prophet works under the hood and the Prophet API. We will apply Prophet to a variety of datasets, including store sales and stock prices.

Learn to use cutting-edge language models ChatGPT, Dalle-2, and Midjourney to create high-quality written content and generative art in this course. Discover how to fine-tune these models for specific tasks and explore the ethical implications and future-proofing strategies for using AI in your work.

Learn bash programming for Linux, Unix, & Mac. Learn how to write bash scripts like a pro & solve real-world problems!

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Our Aim Is Your Satisfaction! Offer Ends Soon; Hurry Up!! Are you looking to improve your current abilities or make a career move? Our unique Health & Social Care Manager course might help you get there! Expand your expertise with high-quality training - study the Health & Social Care Manager course and get an expertly designed, great-value training experience. Learn from industry professionals and quickly equip yourself with the specific knowledge and skills you need to excel in your chosen career through the Health & Social Care Manager online training course. The Health & Social Care Manager course is broken down into several in-depth modules to provide you with the most convenient and rich learning experience possible. Upon successful completion of the Health & Social Care Manager course, an instant e-certificate will be exhibited in your profile that you can order as proof of your skills and knowledge. Add these amazing new skills to your resume and boost your employability by simply enrolling in this Health & Social Care Manager course. This Health & Social Care Manager training can help you to accomplish your ambitions and prepare you for a meaningful career. So, join us today and gear up for excellence! Why Prefer Us? Opportunity to earn a certificate accredited by CPDQS. Get a free student ID card! (£10 postal charges will be applicable for international delivery) Innovative and engaging content. Free assessments 24/7 tutor support. Take a step toward a brighter future! *** Course Curriculum *** Here is the curriculum breakdown of the Health & Social Care Manager course: Module 01. Introduction to Health & Social Care Module 02: Communication and its Relevance Module 03: Rights and Responsibilities as a Health & Social Care Worker Module 04: Role as A Caregiver and Healthcare Professional Module 05: Working in Health & Social Care; Promoting Equality, Diversity and Rights Module 06: Important Principles and Policies in Health and Social Care Work Module 07: Understanding Legal, Professional Standards of Practice and Ethical Aspects of Health Care Part - 1 Module 08: Understanding Legal, Professional Standards of Practice and Ethical Aspects of Health Care Part - 2 Module 09: Safeguarding Vulnerable Individuals Module 10: Health and Safety Responsibilities Module 11: The Economics of Healthcare Module 12: Strategic Marketing for Health & Social Care Module 13: Managing Finance Module 14: Managing Service Delivery Assessment Process Your skills and knowledge will be tested with an automated multiple-choice assessment. You will then receive instant results to let you know if you have successfully passed the Health & Social Care Manager course. CPD 10 CPD hours / points Accredited by CPD Quality Standards Career path Enrolling on this Health & Social Care Level 3 can lead you to the following career paths: Adult Social Worker Healthcare Assistant Mental Health Nursing Health & Social Care Assessor/ Manager/ Lecturer/ Coach Occupational Safety and Health Specialist Coordinator of Loss Control Risk Manager Loss Control Manager Environmental Engineer Certificates CPD Accredited Certificate Digital certificate - £10 CPD Accredited Certificate Hard copy certificate - £29 If you are an international student, then you have to pay an additional 10 GBP as an international delivery charge.

This course will set you on your path to the computer programming field to succeed and become an expert in it. The Computer Programming Diplomawill discuss the purpose of programming and help you gain the skills required for writing and designing a program. A variety of topics covered in this course, including computer programming, operating systems, database and web technology. You will also enhance your knowledge about data communication, and security system. Gain expertise in fundamental programming languages by taking this course and prepare yourself for a career as a computer programmer or a software engineer. Why choose this course Earn an e-certificate upon successful completion. Accessible, informative modules taught by expert instructors Study in your own time, at your own pace, through your computer tablet or mobile device Benefit from instant feedback through mock exams and multiple-choice assessments Get 24/7 help or advice from our email and live chat teams Full Tutor Support on Weekdays 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 Mock exams Multiple-choice assessment Certification After the successful completion of the final assessment, you will receive a CPD-accredited certificate of achievement. The PDF certificate is for £9.99, and it will be sent to you immediately after through e-mail. You can get the hard copy for £15.99, which will reach your doorsteps by post. Who is this course for? Computer Programming Diploma is suitable for anyone who want to gain extensive knowledge, potential experience and professional skills in the related field. This is a great opportunity for all student from any academic backgrounds to learn more on this subject. Career path Training offered by the Computer Programming Diploma could potentially benefit a range of roles, but would particularly enhance careers in IT Programming Web Design App Design Game Design Other professional computing roles

The DSEAR (Dangerous Substances and Explosive Atmospheres Regulations) Certification course provides an introduction to DSEAR, ATEX, and explosive atmospheres. It covers general safety practices, safe working with flammable substances, equipment, protection systems, and the essential process of risk assessment. Learning Outcomes: Understand the fundamentals of DSEAR and its importance in managing dangerous substances and explosive atmospheres. Gain knowledge of ATEX (Atmosphères Explosibles) regulations and their relevance to safety in explosive atmospheres. Learn general safety practices to ensure the prevention of accidents and incidents in workplaces. Acquire skills for safe working with flammable substances, minimizing risks and hazards. Understand the importance of equipment and protection systems in maintaining safety in hazardous environments. Learn how to conduct effective risk assessments to identify and mitigate potential dangers and threats related to dangerous substances and explosive atmospheres. Why buy this DSEAR Certification? Unlimited access to the course for a lifetime. Opportunity to earn a certificate accredited by the CPD Quality Standards and CIQ after completing this course. Structured lesson planning in line with industry standards. Immerse yourself in innovative and captivating course materials and activities. Assessments designed to evaluate advanced cognitive abilities and skill proficiency. Flexibility to complete the Course at your own pace, on your own schedule. Receive full tutor support throughout the week, from Monday to Friday, to enhance your learning experience. Unlock career resources for CV improvement, interview readiness, and job success. Certification After studying the course materials of the DSEAR Certification there will be a written assignment test which you can take either during or at the end of the course. After successfully passing the test you will be able to claim the pdf certificate for £5.99. Original Hard Copy certificates need to be ordered at an additional cost of £9.60. Who is this course for? Safety officers seeking to enhance their expertise in explosive atmospheres. Engineers and technicians involved in hazardous area equipment maintenance. Managers overseeing safety in industries handling flammable materials. Compliance professionals aiming to ensure adherence to DSEAR regulations. Industry personnel aspiring to upskill in safety and risk management. Prerequisites This DSEAR Certification does not require you to have any prior qualifications or experience. You can just enrol and start learning.This DSEAR Certification was made by professionals and it is compatible with all PC's, Mac's, tablets and smartphones. You will be able to access the course from anywhere at any time as long as you have a good enough internet connection. Career path Safety Engineer: £35,000 - £55,000 Per Annum Risk Assessment Officer: £30,000 - £45,000 Per Annum Compliance Manager: £40,000 - £60,000 Per Annum Hazardous Area Technician: £25,000 - £40,000 Per Annum Fire and Explosion Expert: £45,000 - £65,000 Per Annum Safety and Compliance Consultant: £50,000 - £70,000 Per Annum Course Curriculum DSEAR Certification Introduction to DSEAR 00:24:00 ATEX and Explosive Atmospheres 00:19:00 General Safety 00:35:00 Safe Working with Flammable Substances 00:17:00 Equipment and Protection System 00:34:00 Risk Assessment 00:25:00 Assignment Assignment - DSEAR Certification 00:00:00

Description: Microsoft Access is a database management system (DBMS) from Microsoft. This software combines the relational Jet Database Engine with a graphical user interface and software-development tools. Microsoft Access is one of the Microsoft Office suites of applications. In this application, users can create tables, queries, forms and reports, and connect them together with macros. Through this course, you will learn the necessary skills, knowledge, and information about Microsoft Access 2013 needed for any users and for any professionals. Who is the course for? Professionals who want to learn about the Access. People who have an interest in the more functions and features of Access. 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. Assessment: At the end of the course, you will be required to sit an online multiple-choice test. Your test will be assessed automatically and immediately so that you will instantly know whether you have been successful. Before sitting for your final exam, you will have the opportunity to test your proficiency with a mock exam. Certification: After you have successfully passed the test, 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 recognised 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: The Microsoft Access Intermediate Level course is a useful qualification to possess and would be beneficial for following careers: Software Engineer Technical Support Technical Sales Business Analyst Web Developer Software Tester. Microsoft Access Intermediate Level Module One - Getting Started 00:30:00 Module Two - Creating a Custom App 01:00:00 Module Three - Customizing App Actions 01:00:00 Module Four - Customizing Your App Views with Macros 01:00:00 Module Five - Working with Validation Rules and Messages 01:00:00 Module Six - Working with Macros 01:00:00 Module Seven - Advanced Query Tasks 01:00:00 Module Eight - Designing Forms 01:00:00 Module Nine - Advanced Reporting Tasks 01:00:00 Module Ten - Advanced Database Tools 01:00:00 Module Eleven - Working with the Access Environment 01:00:00 Module Twelve - Wrapping Up 00:30:00 Activities Activities - Microsoft Access Intermediate Level 00:00:00 Mock Exam Mock Exam- Microsoft Access Intermediate Level 00:20:00 Final Exam Final Exam- Microsoft Access Intermediate Level 00:20:00 Certificate and Transcript Order Your Certificates and Transcripts 00:00:00