998 Courses

Learn complete hands-on Regression analysis for practical Statistical modelling and Machine Learning in R

Duration 2 Days 12 CPD hours This course is intended for This course is aimed at anyone currently working with data who is interested in using data visualisation to more effectively communicate their results. Overview At completion, delegates will understand how data visualisations can be best used to communicate actionable insights from data and be competent with the tools required to do it. Visualising data, and analytics results, is one of the most effective ways to achieve this. This course will cover the theory of data visualisation along with practical skills for creating compelling visualisations from data. Course Outline The use of analytics, statistics and data science in business has grown massively in recent years. Harnessing the power of data is opening actionable insights in diverse industries from banking to horse breeding. The companies doing this most successfully understand that using sophisticated analytics approaches to unlock insights from data is only half the job. Communicating these insights to all of the different parts of an organisation is just as important as doing the actual analysis. Visualising data, and analytics results, is one of the most effective ways to achieve this. This course will cover the theory of data visualisation along with practical skills for creating compelling visualisations from data. To attend this course delegates should be competent in the use of data analysis tools such as reporting tools, spreadsheet software or business intelligence tools. The course will explore the following topics through a series of interactive workshop sessions: Fundamentals of data visualisation Data characteristics & dimensions Mapping visual encodings to data dimensions Colour theory Graphical perception & communication Interaction design Visualisation different characteristics of data: trends, comparisons, correlations, maps, networks, hierarchies, text Designing effective dashboards

***24 Hour Limited Time Flash Sale*** Advanced Computer Science Admission Gifts FREE PDF & Hard Copy Certificate| PDF Transcripts| FREE Student ID| Assessment| Lifetime Access| Enrolment Letter Are you a professional feeling stuck in your career, struggling to keep up with the ever-changing demands of the industry? Or perhaps you're a beginner, unsure of where to start or how to break into your desired field. Whichever stage you're in, our exclusive Advanced Computer Science Bundle provides unique insights and tools that can help you achieve your goals. Designed to cater to the needs of both seasoned professionals and aspiring newcomers, our Advanced Computer Science bundle is a comprehensive program that will equip you with the essential skills and knowledge you need to succeed. Whether you're looking to advance in your current role or embark on a new career journey, this bundle has everything you need to take your professional life to the next level. But that's not all. When you enrol in Advanced Computer Science Online Training, you'll receive 30 CPD-Accredited PDF Certificates, Hard Copy Certificates, and our exclusive student ID card, all absolutely free. 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And with 24/7 tutor support, you'll never feel alone in your journey, whether you're a seasoned professional or a beginner. Don't let this opportunity pass you by. Enrol in Advanced Computer Science today and take the first step towards achieving your goals and dreams. Why buy this Advanced Computer Science? Free CPD Accredited Certificate upon completion of Advanced Computer Science Get a free student ID card with Advanced Computer Science Lifetime access to the Advanced Computer Science course materials Get instant access to this Advanced Computer Science course Learn Advanced Computer Science from anywhere in the world 24/7 tutor support with the Advanced Computer Science course. Start your learning journey straightaway with our Advanced Computer Science Training! Advanced Computer Science premium bundle consists of 30 precisely chosen courses on a wide range of topics essential for anyone looking to excel in this field. Each segment of Advanced Computer Science is meticulously designed to maximise learning and engagement, blending interactive content and audio-visual modules for a truly immersive experience. Certification You have to complete the assignment given at the end of the Advanced Computer Science course. After passing the Advanced Computer Science exam You will be entitled to claim a PDF & Hardcopy certificate accredited by CPD Quality standards completely free. CPD 300 CPD hours / points Accredited by CPD Quality Standards Who is this course for? This Advanced Computer Science course is ideal for: Students seeking mastery in Advanced Computer Science Professionals seeking to enhance Advanced Computer Science skills Individuals looking for a Advanced Computer Science-related career. Anyone passionate about Advanced Computer Science Requirements This Advanced Computer Science doesn't require prior experience and is suitable for diverse learners. Career path This Advanced Computer Science bundle will allow you to kickstart or take your career in the related sector to the next stage. Certificates CPD Accredited Digital certificate Digital certificate - Included CPD Accredited Hard copy certificate Hard copy certificate - Included If you are an international student, then you have to pay an additional 10 GBP for each certificate as an international delivery charge.

***24 Hour Limited Time Flash Sale*** Software and Web Development Admission Gifts FREE PDF & Hard Copy Certificate| PDF Transcripts| FREE Student ID| Assessment| Lifetime Access| Enrolment Letter How about launching your software engineering or web development career through comprehensive training across today's most in-demand programming languages? As technology reshapes industries across the UK, skilled coders are in short supply, with over 300,000 developer roles needed by 2025. This Software and Web Development bundle equips you with the skills to join this exciting field, whether you're a complete beginner or looking to upskill. Designed to cater to the needs of both seasoned professionals and aspiring newcomers, our Software and Web Development bundle is a comprehensive program that will equip you with the essential skills and knowledge you need to succeed. 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Learning Outcomes Build robust applications and analyse data with confidence. Uncover the secrets of image processing and analysis. Craft interactive web experiences with JavaScript frameworks. Utilise SQL and Python for data manipulation and visualisation. Create dynamic dashboards with Excel formulas and VBA. Understand the world of SQL, NoSQL, and Hadoop. Enrol in Software and Web Development today and take the first step towards achieving your goals and dreams. Why buy this Bundle? Free CPD Accredited Certificate upon completion of Software and Web Development Get a free student ID card with Software and Web Development Lifetime access to the Software and Web Development course materials Get instant access to this Software and Web Development course Learn Software and Web Development from anywhere in the world 24/7 tutor support with the Software and Web Development course. Start your learning journey straightaway with our Software and Web Development Training! The software and Web Development premium bundle consists of 30 precisely chosen courses on a wide range of topics essential for anyone looking to excel in this field. Each segment of Software and Web Development is meticulously designed to maximise learning and engagement, blending interactive content and audio-visual modules for a truly immersive experience. Certification You have to complete the assignment given at the end of the Software and Web Development course. After passing the Software and Web Development exam You will be entitled to claim a PDF & Hardcopy certificate accredited by CPD Quality standards completely free. CPD 300 CPD hours / points Accredited by CPD Quality Standards Who is this course for? This Software and Web Development course is ideal for: Students seeking mastery in Software and Web Development Professionals seeking to enhance Software and Web Development skills Individuals looking for a Software and Web Development-related career. Anyone passionate about Software and Web Development Requirements This Software and Web Development doesn't require prior experience and is suitable for diverse learners. Career path This Software and Web Development bundle will allow you to kickstart or take your career in the related sector to the next stage. Software developer Web developer Data scientist Database admin Business analyst Certificates CPD Accredited Digital certificate Digital certificate - Included CPD Accredited Hard copy certificate Hard copy certificate - Included If you are an international student, then you have to pay an additional 10 GBP for each certificate as an international delivery charge.

***24 Hour Limited Time Flash Sale*** Google Analytics Course - Taking Your Business to the Next Level Admission Gifts FREE PDF & Hard Copy Certificate| PDF Transcripts| FREE Student ID| Assessment| Lifetime Access| Enrolment Letter Are you a professional feeling stuck in your career, struggling to keep up with the ever-changing demands of the industry? Or perhaps you're a beginner, unsure of where to start or how to break into your desired field. Whichever stage you're in, our exclusive Google Analytics Course - Taking Your Business to the Next Level Bundle provides unique insights and tools that can help you achieve your goals. Designed to cater to the needs of both seasoned professionals and aspiring newcomers, our Google Analytics Course - Taking Your Business to the Next Level bundle is a comprehensive program that will equip you with the essential skills and knowledge you need to succeed. 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***24 Hour Limited Time Flash Sale*** Learn C++ Admission Gifts FREE PDF & Hard Copy Certificate| PDF Transcripts| FREE Student ID| Assessment| Lifetime Access| Enrolment Letter Are you a professional feeling stuck in your career, struggling to keep up with the ever-changing demands of the industry? Or perhaps you're a beginner, unsure of where to start or how to break into your desired field. Whichever stage you're in, our exclusive Learn C++ from Scratch: The Complete Coding Guide Bundle provides unique insights and tools that can help you achieve your goals. Designed to cater to the needs of both seasoned professionals and aspiring newcomers, our Learn C++ from Scratch: The Complete Coding Guide bundle is a comprehensive program that will equip you with the essential skills and knowledge you need to succeed. Whether you're looking to advance in your current role or embark on a new career journey, this bundle has everything you need to take your professional life to the next level. 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***24 Hour Limited Time Flash Sale*** Google Analytics Course - Taking Your Business to the Next Level Course Admission Gifts FREE PDF & Hard Copy Certificate| PDF Transcripts| FREE Student ID| Assessment| Lifetime Access| Enrolment Letter Are you a professional feeling stuck in your career, struggling to keep up with the ever-changing demands of the industry? Or perhaps you're a beginner, unsure of where to start or how to break into your desired field. Whichever stage you're in, our exclusive Google Analytics for Beginners - Master Google Analytics Bundle provides unique insights and tools that can help you achieve your goals. Designed to cater to the needs of both seasoned professionals and aspiring newcomers, our Google Analytics for Beginners - Master Google Analytics Course bundle is a comprehensive program that will equip you with the essential skills and knowledge you need to succeed. 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Courses Are Included In this Google Analytics Course - Taking Your Business to the Next Level Course Career Bundle: Course 01: Google Analytics for Everyone Course 02: Google Data Studio: Data Analytics Course 03: Business Data Analysis Course 04:Big Data Analytics with PySpark Tableau Desktop and MongoDB Course 05: Big Data Analytics with PySpark Power BI and MongoDB Course 06: Introduction to Data Analytics with Tableau Course 07: Develop Big Data Pipelines with R & Sparklyr & Tableau Course 08: Develop Big Data Pipelines with R, Sparklyr & Power BI Course 09: Quick Data Science Approach from Scratch Course 10: Machine Learning with Python Course Course 11: Python Programming Bible | Networking, GUI, Email, XML, CGI Course 12: Data Science & Machine Learning with Python Course 13: SQL for Data Science, Data Analytics, and Data Visualization Course 14: Customer Analytics Training Course 15: Statistical Analysis Course 16: Excel Data Analysis Course 17: Excel Pivot Tables, Pivot Charts, Slicers, and Timelines Course 18: Business Intelligence and Data Mining Diploma Course 19: How To Do Keyword Research For SEO & Ranking On Google Course 20: Digital Marketing for Business Course 21: Digital Marketing Starting an Online E-Commerce Store Course 22: Marketing Strategies for Business Course 23: Strategic Planning and Analysis for Marketing Course 24: Ultimate Social Media Marketing course Course 25: Bootstrap - Responsive Web Design With Google Analytics Course - Taking Your Business to the Next Level Course, you'll embark on an immersive learning experience that combines interactive lessons with voice-over audio, ensuring that you can learn from anywhere in the world, at your own pace. And with 24/7 tutor support, you'll never feel alone in your journey, whether you're a seasoned professional or a beginner. Don't let this opportunity pass you by. Enrol in Google Analytics Course - Taking Your Business to the Next Level Course today and take the first step towards achieving your goals and dreams. Why buy this Google Analytics Course - Taking Your Business to the Next Level Course? Free CPD Accredited Certificate upon completion of Google Analytics Course - Taking Your Business to the Next Level Course Get a free student ID card with Google Analytics Course - Taking Your Business to the Next Level Course Lifetime access to the Google Analytics Course - Taking Your Business to the Next Level Course materials Learn Google Analytics Course - Taking Your Business to the Next Level Course from anywhere in the world 24/7 tutor support with the Google Analytics Course - Taking Your Business to the Next Level Course. Start your learning journey straightaway with our Google Analytics for Beginners - Master Google Analytics Course Training! Google Analytics Course - Taking Your Business to the Next Level Course premium bundle consists of 25 precisely chosen courses on a wide range of topics essential for anyone looking to excel in this field. Each segment of Google Analytics Course - Taking Your Business to the Next Level Course is meticulously designed to maximise learning and engagement, blending interactive content and audio-visual modules for a truly immersive experience. Certification You have to complete the assignment given at the end of the course. After passing the Google Analytics Course - Taking Your Business to the Next Level Course exam You will be entitled to claim a PDF & Hardcopy certificate accredited by CPD Quality standards completely free. CPD 250 CPD hours / points Accredited by CPD Quality Standards Who is this course for? This bundle is ideal for: Students seeking mastery in this field Professionals seeking to enhance their skills Anyone who is passionate about this topic Requirements This Google Analytics Course - Taking Your Business to the Next Level Course doesn't require prior experience and is suitable for diverse learners. Career path This Google Analytics Course - Taking Your Business to the Next Level Course bundle will allow you to kickstart or take your career in the related sector to the next stage. Certificates CPD Accredited Digital certificate Digital certificate - Included CPD Accredited Hard copy certificate Hard copy certificate - Included If you are an international student, then you have to pay an additional 10 GBP for each certificate as an international delivery charge.

Have you ever wondered why HTML is often considered the cornerstone of web development in the UK? As we journey deeper into the digital age, coding skills have evolved from a niche expertise to an essential ability for many professionals. Our meticulously curated Coding (Computer Programming) course bundle presents eight essential courses, leading you from the elementary tenets of coding to more advanced facets of IT and networking. Begin your journey with 'Introduction to Coding With HTML, CSS, & Javascript', delve deeper with 'Python Programming', harness the power of 'R Programming for Data Science', and so much more. As our global landscape grows more interconnected and digital, mastering coding and IT skills is a wise investment for your professional future. The 20 courses are: Introduction to Coding With HTML, CSS, & Javascript C++ Development: The Complete Coding Guide Python Programming: Beginner To Expert Learn Ethical Hacking From A-Z: Beginner To Expert Bash Scripting, Linux and Shell Programming JavaScript Project - Game Development with JS R Programming for Data Science Secure Programming of Web Applications Advanced Diploma in PHP Web Development with MySQL, GitHub & Heroku The Complete Front-End Web Development Course! The Complete MySQL Server from Scratch: Bootcamp Cyber Security Awareness Training Cloud Computing / CompTIA Cloud+ (CV0-002) CompTIA A+ (220-1001) Building Your Own Computer Computer Networks Security from Scratch to Advanced IT Administration and Networking Encryption Advance Windows 10 Troubleshooting for IT HelpDesk Microsoft Excel Complete Course 2019 Learning Outcomes Establish a foundational grasp of coding languages such as HTML, CSS, and Javascript. Achieve skills in Python and R programming suited for varied applications. Grasp core principles of cyber security and the realm of ethical hacking. Develop an adept understanding of IT administration, networking, and intricate computer systems. Delve into the nuances of cloud computing while gaining insights into web application security. Elevate your proficiency in bash scripting, navigating Linux, and mastering shell programming. Embark on your coding voyage with 'Introduction to Coding With HTML, CSS, & Javascript'. Penetrate the world of object-oriented paradigms with 'C++ Development: The Complete Coding Guide'. Journey through dynamic scripting landscapes in 'Python Programming: Beginner To Expert'. Defend the digital domain through 'Learn Ethical Hacking From A-Z: Beginner To Expert'. Wield the terminal's power with 'Bash Scripting, Linux and Shell Programming'. Sculpt compelling digital arenas in 'JavaScript Project - Game Development with JS'. Unravel data's mysteries with 'R Programming for Data Science'. Fortify your web fortresses with 'Secure Programming of Web Applications'. CPD 200 CPD hours / points Accredited by CPD Quality Standards Who is this course for? Coding novices embarking on their digital odyssey. Established professionals aspiring to diversify their coding toolkit. Visionary entrepreneurs desiring coding insights for their ventures. Academics striving for a blend of theoretical and applicable tech wisdom. Coding enthusiasts ready to plunge into the expansive universe of tech and IT. Career path Web Developer - £20K to £50K/year. Python Programmer - £30K to £60K/year. Data Scientist (R Programming) - £40K to £80K/year. Ethical Hacker - £35K to £70K/year. IT Administrator - £25K to £55K/year. Cloud Solutions Architect - £45K to £90K/year. Cybersecurity Analyst - £35K to £65K/year. Certificates CPD Certificate Of Completion Digital certificate - Included 20 Digital Certificates Are Included With This Bundle CPD Quality Standard Hardcopy Certificate (FREE UK Delivery) Hard copy certificate - £9.99 Hardcopy Transcript - £9.99

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

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