4021 Engineer courses in Carluke delivered Online

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!

24-Hour Knowledge Knockdown! Prices Reduced Like Never Before The UK manufacturing industry contributes a staggering £191 billion to the economy, and skilled mechanical engineers are in high demand. This Mechanical Engineering: Machine Dynamics, Combustion Engine & Hybrid Vehicles bundle empowers you to tap into this exciting field, covering fundamental principles, advanced technologies, and in-demand specialisations. With this Mechanical Engineering: Machine Dynamics, Combustion Engine & Hybrid Vehicles course you will get 18 CPD Accredited PDF Certificates, Hard Copy Certificate of Mechanical Engineering and our exclusive student ID card absolutely free. Courses Are Included In This Bundle: Course 01: Mechanical Engineering Course 02: Automotive Engineering: Onboard Diagnostics Course 03: Diploma in Supercharger Automobile Engineering Course 04: Turbocharging A to Z Course 05: Electrical Machines for Electrical Engineering Course 06: MATLAB Simulink for Electrical Power Engineering Course 07: Electronic & Electrical Devices Maintenance & Troubleshooting Course 08: Internal Combustion Engine Basics Course 09: Rotating Machines Course 10: Hybrid Vehicle Expert Training Course 11: Large Goods Vehicle (LGV) Course 12: Car Restoration Course 13: Engine Lubricant System Training Course 14: Car Maintenance & Servicing Course 15: Mechanic Training Course 16: MET Technician Course 17: RIDDOR Awareness Course 18: Working in Confined Spaces Embarking on Mechanical Engineering: Machine Dynamics, Combustion Engine & Hybrid Vehicles is more than just taking an online course; it's an investment in your future. By completing this Mechanical Engineering bundle, you'll not only gain invaluable skills but also open doors to new career opportunities and advancements, boosting your earning potential. Don't miss this chance to elevate your career and skillset. Enrol in Mechanical Engineering: Machine Dynamics, Combustion Engine & Hybrid Vehicles today and take the first step towards achieving your goals and dreams. Why buy this Bundle? Get a Free CPD Accredited Certificate upon completion of this bundle Get a free student ID card with Mechanical Engineering Training Get instant access to this Mechanical Engineering course. Learn from anywhere in the world The Mechanical Engineering is affordable and simple to understand This bundle is an entirely online, interactive lesson with voiceover audio Lifetime access to the course materials The Mechanical Engineering comes with 24/7 tutor support Start your learning journey straightaway! This Mechanical Engineering's curriculum has been designed by Mechanical Engineering experts with years of Mechanical Engineering experience behind them. The Mechanical Engineering course is extremely dynamic and well-paced to help you understand Mechanical Engineering with ease. You'll discover how to master the Mechanical Engineering skill while exploring relevant and essential topics. Certification You have to complete the assignment given at the end of the Mechanical Engineering: Machine Dynamics, Combustion Engine & Hybrid Vehicles course and score a minimum of 60% to pass each exam. Our expert trainers will assess your assignment and give you feedback after you submit the assignment. After passing the Mechanical Engineering: Machine Dynamics, Combustion Engine & Hybrid Vehicles exam You will be entitled to claim a PDF & Hardcopy certificate accredited by CPD Quality standards completely free. CPD 180 CPD hours / points Accredited by CPD Quality Standards Who is this course for? This bundle is ideal for: Students seeking mastery in Mechanical Engineering Professionals seeking to enhance Mechanical Engineering skills Individuals looking for a Mechanical Engineering-related career. Anyone passionate about Mechanical Engineering Requirements This Mechanical Engineering: Machine Dynamics, Combustion Engine & Hybrid Vehicles doesn't require prior experience and is suitable for diverse learners. Career path This Mechanical Engineering: Machine Dynamics, Combustion Engine & Hybrid Vehicles 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.

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24-Hour Knowledge Knockdown! Prices Reduced Like Never Before Did you know the UK engineering sector employs over 2.3 million people, with a predicted growth of 5% by 2028? This bundle equips you with the in-demand skills to thrive in this dynamic field, empowering you to design, build, and maintain the machines that shape our world. This Mechanical Engineering, HVAC Training & Automotive Engineering bundle covers the fundamentals of mechanical engineering, internal combustion engines, HVAC systems, and electrical power, equipping you with the skills to excel in various technical fields. With this Mechanical Engineering, HVAC Training & Automotive Engineering course, you will get 18 CPD Accredited PDF Certificates, Hard Copy Certificate of Mechanical Engineering and our exclusive student ID card absolutely free. Courses Are Included In Bundle: Course 01: Mechanical Engineering Course 02: Internal Combustion Engine Basics Course 03: Rotating Machines Course 04: HVAC Basics and Load Calculation Masterclass Course 05: Heating, Ventilation & Air Conditioning (HVAC) Technician Course 06: Electric Power Metering for Single and Three-Phase Systems Course 07: Short Circuit Analysis for HV Three-Phase Systems Course 08: MATLAB Simulink for Electrical Power Engineering Course 09: Automotive Engineering: Onboard Diagnostics Course 10: Engine Lubricant System Training Course 11: Turbocharging A to Z Course 12: Diploma in Supercharger Automobile Engineering Course 13: Hybrid Vehicle Expert Training Course 14: Large Goods Vehicle (LGV) Course 15: Electronic & Electrical Devices Maintenance & Troubleshooting Course 16: PUWER Course 17: Car Maintenance & Servicing Course 18: Mechanic Training Embarking on Mechanical Engineering, HVAC Training & Automotive Engineering is more than just taking an online course; it's an investment in your future. By completing this Mechanical Engineering, HVAC Training & Automotive Engineering bundle, you'll not only gain invaluable skills but also open doors to new career opportunities and advancements, boosting your earning potential. Don't miss this chance to elevate your career and skillset. Enrol in Mechanical Engineering, HVAC Training & Automotive Engineering today and take the first step towards achieving your goals and dreams. Why buy this Bundle? Free CPD Accredited Certificate upon completion of this Bundle Get a free student ID card with this Bundle Lifetime access to the course materials Get instant access to these courses Learn from anywhere in the world 24/7 tutor support with this Bundle course. This Bundle is an entirely online, interactive lesson with voiceover audio. Start your learning journey straightaway! Mechanical Engineering, HVAC Training & Automotive Engineering premium bundle consists of 18 precisely chosen courses on a wide range of topics essential for anyone looking to excel in this field. Each segment of Mechanical Engineering, HVAC Training & Automotive Engineering 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 Mechanical Engineering, HVAC Training & Automotive Engineering course and score a minimum of 60% to pass each exam. Our expert trainers will assess your assignment and give you feedback after you submit the assignment. After passing the Mechanical Engineering, HVAC Training & Automotive Engineering exam You will be entitled to claim a PDF & Hardcopy certificate accredited by CPD Quality standards completely free. CPD 180 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 Mechanical Engineering, HVAC Training & Automotive Engineering doesn't require prior experience and is suitable for diverse learners. Career path This Mechanical Engineering, HVAC Training & Automotive Engineering 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.

This course will develop knowledge from the FD&FA foundation BS 5839-1 module and/or industry experience and apply this to the design of FD&FA systems.

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