3028 Engineering courses delivered Online

Achieve a Hotel Management Diploma! Master recruitment, front office operations, F&B management, and customer satisfaction in the hospitality sector. Sign up now!

Looking to advance your career in electrical inspection and testing? Our comprehensive 2391-52 Inspection & Testing Online Course is designed for electricians, electrical engineers, and professionals in the field. Gain your City & Guilds qualification with our streamlined approach. Enrol now for just £210.00 and get access to expert guidance and study materials. Prepare at your own pace and excel in your final examinations!

The Management's Guide to Understanding Risk Management Decisions in Cybersecurity and Information Technology (IT)!

Give a compliment to your career and take it to the next level. This Event Planning will provide you with the essential knowledge and skills required to shine in your professional career. Whether you want to develop skills for your next job or want to elevate skills for your next promotion, this Event Planning will help you keep ahead of the pack. The Event Planning incorporates basic to advanced level skills to shed some light on your way and boost your career. Hence, you can reinforce your professional skills and knowledge, reaching out to the level of expertise required for your position. Further, this Event Planning will add extra value to your resume to stand out to potential employers. Throughout the programme, it stresses how to improve your competency as a person in your profession while at the same time it outlines essential career insights in this job sector. Consequently, you'll strengthen your knowledge and skills; on the other hand, see a clearer picture of your career growth in future. By the end of the Event Planning, you can equip yourself with the essentials to keep you afloat into the competition. Along with this Event Planning course, you will get 10 other premium courses. Also, you will get an original Hardcopy and PDF certificate for the title course and a student ID card absolutely free. This Event Planning Bundle Consists of the following Premium courses: Course 01: Event Planning Course 02: Level 3 Hospitality Management Course Course 03: Kids Party Planner Diploma Course 04: Catering Management Course 05: Drone Photography Course Course 06: Customer Relationship Management Course 07: Interior Design Professional Diploma Course 08: Professional Photography Diploma Course 09: Working Effectively Across Cultures Course 10: Time Management Course 11: Workplace Safety As one of the top course providers in the UK, we're committed to providing you with the best educational experience possible. Our industry experts have designed the Event Planning to empower you to learn all at once with accuracy. You can take the course at your own pace - anytime, from anywhere. So, enrol now to advance your career! Benefits you'll get choosing Apex Learning for this Event Planning: One payment, but lifetime access to 11 CPD courses Certificate, student ID for the title course included in a one-time fee Full tutor support available from Monday to Friday Free up your time - don't waste time and money travelling for classes Accessible, informative modules taught by expert instructors Learn at your ease - anytime, from anywhere Study the course from your computer, tablet or mobile device CPD accredited course - improve the chance of gaining professional skills How will I get my Certificate? After successfully completing the course you will be able to order your CPD Accredited Certificates (PDF + Hard Copy) as proof of your achievement. PDF Certificate: Free (Previously it was £6*11 = £66) Hard Copy Certificate: Free (For The Title Course: Previously it was £10) If you want to get hardcopy certificates for other courses, generally you have to pay £20 for each. But this Fall, Apex Learning is offering a Flat 50% discount on hard copy certificates, and you can get each for just £10! P.S. The delivery charge inside the U.K. is £3.99 and the international students have to pay £9.99. Curriculum of Event Planning Bundle Course 01: Event Planning Module 1: Introduction Module 2: Role of an Event Planner Module 3: Event Classification Module 4: Events and Clients Module 5: Steps to Plan an Event Module 6: Invitation to the Event Module 7: Event Marketing Module 8: Catering at Events Module 9: Event Decorations Module 10: Cleaning and Waste Disposal Module 11: Event Security Module 12: Developing an Event Planning Business Course 02: Level 3 Hospitality Management Course Module 01: Introduction to Hospitality Management An Overview of Hotel Industry The Process of Selection and Recruitment in Hospitality Industry The Process of Development and Training in Hospitality Industry Module 05: Management of Front Office Operations Management of Housekeeping, Engineering and Security Operations Management of Food and Beverage Operations Management of Service Quality in Hospitality Industry Marketing in Travel and Tourism Business Module 10: Accounting in Hospitality Industry Customer Satisfaction Module 12: E-Hospitality and Technology Course 03: Kids Party Planner Diploma Module 01: Planning a Kids' Party Module 02: Skills You Need to Be a Party Planner Module 03: Types of Kids' Parties Module 04: The Finances Module 05: Choosing a Theme Module 06: Planning the Entertainment Module 07: Focusing on Catering Module 08: Making the Day Memorable Course 04: Catering Management Module 1: An Overview of Catering Business Module 2: Laws and Legislations Regarding food Safety and Hygiene Module 3: Food Safety and Hygiene Module 4: Food Safety in Catering Module 5: Management of Food and Beverage Operations Module 6: Marketing and Human Resource Course 05: Drone Photography Course Photography Basics Drone Photography Activity Course 06: Customer Relationship Management Module 01: Introduction to Customer Relationship Management (CRM) Module 02: CRM Fundamentals Module 03: CRM Strategies CRM Strategies Module 04: Data Analysis in CRM Module 05: CRM Databases Module 06: Deepening Customer Relationship Module 07: Handling Customer Complaints Module 08: Future of CRM Course 07: Interior Design Professional Diploma Module 1: Introduction to Interior Design Module 2: Design Principles Module 3: Project Overview Module 4: Design Elements Module 5: Design Elements Practical Components Module 6: Room by Room Design Module 7: Popular Interior Designs Module 8: Sustainable Design Module 9: Presenting Your Ideas Module 10: Managing Interior Design Business Course 08: Professional Photography Diploma Introduction Exposure Digital Photography Masterclass Focus and Depth of Field Camera Anatomy White Balance and Color Lighting Mobile Photography Equipment - Cameras Equipment - Lenses Equipment - Accessories Photo Scenario - Portrait Photo Scenario - Long Exposure Photo Scenario - Landscape Photo Scenario - Product Photo Scenario - Low Light Photo Scenario - Sports & Action Photo Scenario - Macro Photo Scenario - Street & Architecture Photo Scenario - Events Photo Scenario - Aerial Photo Scenario - Night Intro to Photo Editing Photoshop CC Lightroom Classic CC Lightroom CC Mac Photos Google Photos Photoshop Express Snapseed Sharing Your Photos Starting a Photo Business Selling Stock Photos Printing Wildlife Conclusion Course 09: Working Effectively Across Cultures Section 1: Introduction Section 2: Cultural identity Section 3: OBSERVE Section 4: Learn Section 5: APPLY Section 6: More practical TIPS Section 7: Wrap up Course 10: Time Management Identifying Goals Effective Energy Distribution Working with Your Personal Style Building Your Toolbox Establishing Your Action Plan Course 11: Workplace Safety Module 01 : Health and Safety at Work and the Laws Module 02 : Managing for Health and Safety Module 03 : Risk Assessment and Common Risks Module 04 : Workplace Health, Safety and Welfare Module 05 : Accidents and Ill Health at Work CPD 120 CPD hours / points Accredited by CPD Quality Standards Who is this course for? Anyone from any background can enrol in this Event Planning bundle. Persons with similar professions can also refresh or strengthen their skills by enrolling in this course. Students can take this course to gather professional knowledge besides their study or for the future. Requirements Our Event Planning is fully compatible with PC's, Mac's, Laptop, Tablet and Smartphone devices. This course has been designed to be fully compatible with tablets and smartphones so you can access your course on Wi-Fi, 3G or 4G. There is no time limit for completing this course, it can be studied in your own time at your own pace. Career path Having these various expertise will increase the value in your CV and open you up to multiple job sectors. Certificates Certificate of completion Digital certificate - Included Certificate of completion Hard copy certificate - Included You will get the Hard Copy certificate for the title course (Event Planning) absolutely Free! Other Hard Copy certificates are available for £10 each. Please Note: The delivery charge inside the UK is £3.99, and the international students must pay a £9.99 shipping cost.

Learn to build a complete Internet of Things solution with Arduino, a SQL Database, and a web server

Learn to effectively monitor the performance, health, and availability of Azure Services and your cloud resources

Overview Uplift Your Career & Skill Up to Your Dream Job - Learning Simplified From Home! Kickstart your career & boost your employability by helping you discover your skills, talents and interests with our special Industrial and Organisational Psychology Course. You'll create a pathway to your ideal job as this course is designed to uplift your career in the relevant industry. It provides professional training that employers are looking for in today's workplaces. The Industrial and Organisational Psychology Course is one of the most prestigious training offered at StudyHub and is highly valued by employers for good reason. This Industrial and Organisational Psychology Course has been designed by industry experts to provide our learners with the best learning experience possible to increase their understanding of their chosen field. This Industrial and Organisational Psychology Course, like every one of Study Hub's courses, is meticulously developed and well researched. Every one of the topics is divided into elementary modules, allowing our students to grasp each lesson quickly. At StudyHub, we don't just offer courses; we also provide a valuable teaching process. When you buy a course from StudyHub, you get unlimited Lifetime access with 24/7 dedicated tutor support. Why buy this Industrial and Organisational Psychology  ? Unlimited access to the course for forever Digital Certificate, Transcript, student ID all included in the price Absolutely no hidden fees Directly receive CPD accredited qualifications after course completion Receive one to one assistance on every weekday from professionals Immediately receive the PDF certificate after passing Receive the original copies of your certificate and transcript on the next working day Easily learn the skills and knowledge from the comfort of your home Certification After studying the course materials of the Industrial and Organisational Psychology 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 free. Original Hard Copy certificates need to be ordered at an additional cost of £8. Who is this course for? This Industrial and Organisational Psychology course is ideal for Students Recent graduates Job Seekers Anyone interested in this topic People already working in the relevant fields and want to polish their knowledge and skill. Prerequisites This Industrial and Organisational Psychology does not require you to have any prior qualifications or experience. You can just enrol and start learning. This Industrial and Organisational Psychology 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 As this course comes with multiple courses included as bonus, you will be able to pursue multiple occupations. This Industrial and Organisational Psychology is a great way for you to gain multiple skills from the comfort of your home. Course Curriculum Introduction to I/O Psychology & Basic Theories Introduction 00:01:00 What is I/O Psychology? 00:10:00 The Big 5 Personality Trait Model 00:04:00 Maslow's Hierarchy of Needs 00:06:00 Roles of I/O Psychologists Employee Motivation 00:05:00 Job Analysis 00:06:00 Building Leadership & Training 00:07:00 Workplace diversity 00:04:00 Product Design 00:05:00 Improving Workplace Performance 00:07:00 Ergonomics 00:03:00 Examples of Lean Tools 00:04:00 Ergonomics Part 2 00:04:00 Popular jobs Opportunities in I/O psychology HR Management 00:10:00 Workforce Insight Analyst 00:09:00 Business Development Consultant 00:05:00 Organizational Effectiveness Manager 00:10:00 Executive Coach 00:06:00 Internal External Business Consultant 00:20:00 Team Development Manager 00:14:00 Change Manager 00:07:00 Strategy Development Manager 00:11:00 Recruitment Manager 00:10:00 Behavioral Analyst 00:02:00 Policy Officer 00:09:00 Engineering Psychologist 00:06:00 Difference between IO and Business Psychology 00:03:00 Is IO Psychology for you? 00:03:00 Order Your Certificate Order Your Certificate QLS 00:00:00

Best Price Of The Market 'Don't sell yourself short' - The HealthCare Management Training course is intended not only for specialists or professionals but also for anyone with no prior experience. The only thing you will need is the willingness to boost your career with Apex Learning and get advanced in the field of the health industry. Healthcare services are not restricted to patient consideration only. Whether you are running your own training or overseeing others in a centre or office, you should have the option to lead individuals around you and grasp the monetary scene. You should have the ability to establish financial plans and explore the administrative climate. All of this will be available to you through The HealthCare Management Training course designed by specialists of the industry. The HealthCare Management program is pointed toward giving anyone a professional development set to get noticed by recruiters this hiring season. This course focuses on how to work on your skill as an individual in your picked field while additionally illustrating fundamental vocation experiences in this job sector. Hence, you can build up your own expertise and fundamental information, which will help you in arriving at your goal. Further, this course will enhance your resume to stand apart as a potential employer. The best part of this course is you won't have to have any prior experience. You can start from zero learning from the basics to the advanced areas of health management. Along with this HealthCare Management course, you will get 10 premium courses, an originalHardcopy, 11 PDF Certificates (Main Course + Additional Courses) Student ID card as gifts. This HealthCare Management Bundle Consists of the following Premium courses: Course 01: Working in Healthcare Setting Level 3 Course 02: Control and Administration of Medicines Online Training Course Course 03: Pharmacology Course 04: Biomedical Science Course 05: Vaccine Management Course 06: Public Health Course 07: Epidemiology Course 08: Coronavirus (COVID-19) Awareness Course 09: GDPR in Healthcare Course 10: Medical Law Course 11: European Medical Device Regulations So, enrol now to advance your career! Benefits you'll get choosing Apex Learning for this HealthCare Management: Pay once and get lifetime access to 11 CPD courses Free e-Learning App for engaging reading materials & helpful assistance Certificates, student ID for the title course included in a one-time fee Free up your time - don't waste time and money travelling for classes Accessible, informative modules designed by expert instructors Learn at your ease - anytime, from anywhere Study the course from your computer, tablet or mobile device CPD accredited course - improve the chance of gaining professional skills Gain valuable knowledge without leaving your home How will I get my Certificate? After successfully completing the course you will be able to order your CPD Accredited Certificates (PDF + Hard Copy) as proof of your achievement. PDF Certificate: Free (Previously it was £6*11 = £66) Hard Copy Certificate: Free (For The Title Course: Previously it was £10) PS The delivery charge inside the UK is £3.99, and international students have to pay £9.99. **Curriculum** Course 01: Working in Healthcare Setting Level 3 Module 1: Introduction Module 2: Communication and its Relevance Module 3: Rights and Responsibilities as a Health and Social Care Worker Module 4: Role as A Caregiver and Healthcare Professional Module 5: Working in Health and Social Care; Promoting Equality, Diversity and Rights Module 6: Important Principles and Policies in Health and Social Care Work Module 7: Understanding Legal, Professional Standards of Practice and Ethical Aspects of Health Care Part - 1 Module 8: Understanding Legal, Professional Standards of Practice and Ethical Aspects of Health Care Part - 2 Module 9: Safeguarding Vulnerable Individuals Module 10: Health and Safety Responsibilities Module 11: Risk Management in Health and Social Care Course 02: Control and Administration of Medicines Online Training Course Module 01: Medicine Management Fundamentals Module 02: Importance of Medicine Management Module 03: Prescribing Medication Effectively Module 04: Common Problems - Pharmacological Management Module 05: Common Medicines to Use Module 06: Palliative Care Module 07: The Four Principles of Medicine Optimisation Module 08: Managing Medication in Residential Aged Care Facilities (RACFs) Module 09: Law and Legislation Course 03: Pharmacology Module 1: Fundamental Principles of Pharmacology Module 2: Drug Development and Regulation Module 3: Neuropharmacology Module 4: Cardiovascular Pharmacology Module 5: Endocrine Pharmacology Module 6: Chemotherapy Module 7: Inflammation and Immune Pharmacology Module 8: Toxicology Course 04: Biomedical Science Module 01: Introduction to Biomedical Science Module 02: Genetics and Biochemistry Module 03: Microbiology and Cell Biology Module 04: Biochemical Engineering and Enzyme Discovery Module 05:Toxicology, Pharmaceuticals and Fine Chemicals Module 06: Systems and Synthetic Biology Module 07: Global Health Challenges Course 05: Vaccine Management Module 1: Introduction to Vaccine and Vaccination Module 2: Types of Vaccine Module 3: Immunology and Immunisation Module 4: Vaccine Safety Module 5: Communication Module 6: Vaccines in Pandemic Module 7: Paediatric Vaccination Course 06: Public Health Module 01: Introduction to Public Health Module 02: Principles of Public Health Module 03: Understanding Epidemiology Module 04: Disease Control Module 05: Understanding Measures of Disease Frequency Module 06: Maternity and Childbirth Module 07: Environment and Public Health Module 08: Health System and Policy Module 09: Public Health and Ethics Course 07: Epidemiology Module 01: Understanding Epidemiology Module 02: Principles of Epidemiology Module 03: Study Design Module 04: Disease Occurrence Module 05: Variation in Disease by Time, Place, and Person Module 06: Epidemics and Outbreaks Module 07: Measures of Risk and Disease Prevention Module 08: Measures of Disease Frequency Module 09: Role of Epidemiology in Public Health Module 10: The Epidemiological Concept of Population Course 08: Coronavirus (COVID-19) Awareness Introduction to COVID-19 Understanding of Covid-19 as a Pandemic and How It Is Related to Zoonotic Diseases Like SARS and MERS The Strike of Pandemic Around the World and Great Britain Effects of Covid-19 on Human Life Diagnosis and Treatment Preventions and Social Measures to Be Taken Artificial Intelligence, Data Science and Technological Solutions against Covid-19 Course 09: GDPR in Healthcare Module 01: Introduction to GDPR Module 02: GDPR and Healthcare Setting Module 03: General Data Protection Regulations Explained Module 04: Lawful Basis for Preparation Module 05: Responsibilities and Obligations Module 06: Electronic Medical Records Module 07: Rights and Breaches Course 10: Medical Law Module 01- An Introduction to Medical Law Module 02- Legislation on Access to Health, Medical Report, Treatment Module 03- Legislation on Adult Support Module 04- Legislation on Public Health and Health Service (Part 1) Module 05- Legislation on Public Health and Health Service (Part 2) Module 06- Legislation on Public Health and Health Service (Part 3) Module 07- Legislation on Public Health and Health Service (Part 4) Module 08- Legislation on Coronavirus Module 09- Legislation on Mental Health (Part 1) Module 10- Legislation on Mental Health (Part 2) Module 11- Legislation on Abortion Module 12- Other Legislation (Part 1) Module 13- Other Legislation (Part 2) Course 11: European Medical Device Regulations Module 1: Overview to European Regulations on Medical Devices Module 2: Essential Components of EU MDR Module 3: Reporting Requirements and Identification Module 4: Quality System in Medical Device Regulation CPD 110 CPD hours / points Accredited by CPD Quality Standards Who is this course for? There is no experience or previous qualifications required for enrolment on this course. It is available to all students, of all academic backgrounds. Requirements This training is fully compatible with PC's, Mac's, Laptop, Tablet and Smartphone devices. This course has been designed to be fully compatible on tablets and smartphones so you can access your course on wifi, 3G or 4G. Career path Having this CPD certificate will increase the value in your CV and open you up to multiple sectors Certificates Certificate of completion Digital certificate - Included Certificate of completion Hard copy certificate - Included You will get the Hard Copy certificate for the title course (Working in Healthcare Setting Level 3) absolutely Free! Other Hard Copy certificates are available for £10 each. Please Note: The delivery charge inside the UK is £3.99, and the international students must pay a £9.99 shipping cost.

This video course is designed to prepare you to achieve the internationally recognized fundamental IT training certification, CompTIA Security+ Certification SY0-601 exam. The course covers all the major domains needed for the certification and will help you develop the basics of IT and computers with the help of examples and quizzes.

Learning Outcomes After completing this course, learners will be able to: Learn Python for data analysis using NumPy and Pandas Acquire a clear understanding of data visualisation using Matplotlib, Seaborn and Pandas Deepen your knowledge of Python for interactive and geographical potting using Plotly and Cufflinks Understand Python for data science and machine learning Get acquainted with Recommender Systems with Python Enhance your understanding of Python for Natural Language Processing (NLP) Description Whether you are from an engineering background or not you still can efficiently work in the field of data science and the machine learning sector, if you have proficient knowledge of Python. Since Python is the easiest and most used programming language, you can start learning this language now to advance your career with the Data Science And Machine Learning Using Python : A Bootcamp course. This course will give you a thorough understanding of the Python programming language. Moreover, it will show how can you use Python for data analysis and machine learning. Alongside that, from this course, you will get to learn data visualisation, and interactive and geographical plotting by using Python. The course will also provide detailed information on Python for data analysis, Natural Language Processing (NLP) and much more. Upon successful completion of this course, get a CPD- certificate of achievement which will enhance your resume and career. Certificate of Achievement 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.  Method of Assessment After completing this course, you will be provided with some assessment questions. To pass that assessment, you need to score at least 60%. Our experts will check your assessment and give you feedback accordingly. Career Path After completing this course, you can explore various career options such as Web Developer Software Engineer Data Scientist Machine Learning Engineer Data Analyst In the UK professionals usually get a salary of £25,000 - £30,000 per annum for these positions. Course Content Welcome, Course Introduction & overview, and Environment set-up Welcome & Course Overview 00:07:00 Set-up the Environment for the Course (lecture 1) 00:09:00 Set-up the Environment for the Course (lecture 2) 00:25:00 Two other options to setup environment 00:04:00 Python Essentials Python data types Part 1 00:21:00 Python Data Types Part 2 00:15:00 Loops, List Comprehension, Functions, Lambda Expression, Map and Filter (Part 1) 00:16:00 Loops, List Comprehension, Functions, Lambda Expression, Map and Filter (Part 2) 00:20:00 Python Essentials Exercises Overview 00:02:00 Python Essentials Exercises Solutions 00:22:00 Python for Data Analysis using NumPy What is Numpy? A brief introduction and installation instructions. 00:03:00 NumPy Essentials - NumPy arrays, built-in methods, array methods and attributes. 00:28:00 NumPy Essentials - Indexing, slicing, broadcasting & boolean masking 00:26:00 NumPy Essentials - Arithmetic Operations & Universal Functions 00:07:00 NumPy Essentials Exercises Overview 00:02:00 NumPy Essentials Exercises Solutions 00:25:00 Python for Data Analysis using Pandas What is pandas? A brief introduction and installation instructions. 00:02:00 Pandas Introduction 00:02:00 Pandas Essentials - Pandas Data Structures - Series 00:20:00 Pandas Essentials - Pandas Data Structures - DataFrame 00:30:00 Pandas Essentials - Handling Missing Data 00:12:00 Pandas Essentials - Data Wrangling - Combining, merging, joining 00:20:00 Pandas Essentials - Groupby 00:10:00 Pandas Essentials - Useful Methods and Operations 00:26:00 Pandas Essentials - Project 1 (Overview) Customer Purchases Data 00:08:00 Pandas Essentials - Project 1 (Solutions) Customer Purchases Data 00:31:00 Pandas Essentials - Project 2 (Overview) Chicago Payroll Data 00:04:00 Pandas Essentials - Project 2 (Solutions Part 1) Chicago Payroll Data 00:18:00 Python for Data Visualization using matplotlib Matplotlib Essentials (Part 1) - Basic Plotting & Object Oriented Approach 00:13:00 Matplotlib Essentials (Part 2) - Basic Plotting & Object Oriented Approach 00:22:00 Matplotlib Essentials (Part 3) - Basic Plotting & Object Oriented Approach 00:22:00 Matplotlib Essentials - Exercises Overview 00:06:00 Matplotlib Essentials - Exercises Solutions 00:21:00 Python for Data Visualization using Seaborn Seaborn - Introduction & Installation 00:04:00 Seaborn - Distribution Plots 00:25:00 Seaborn - Categorical Plots (Part 1) 00:21:00 Seaborn - Categorical Plots (Part 2) 00:16:00 Seborn-Axis Grids 00:25:00 Seaborn - Matrix Plots 00:13:00 Seaborn - Regression Plots 00:11:00 Seaborn - Controlling Figure Aesthetics 00:10:00 Seaborn - Exercises Overview 00:04:00 Seaborn - Exercise Solutions 00:19:00 Python for Data Visualization using pandas Pandas Built-in Data Visualization 00:34:00 Pandas Data Visualization Exercises Overview 00:03:00 Panda Data Visualization Exercises Solutions 00:13:00 Python for interactive & geographical plotting using Plotly and Cufflinks Plotly & Cufflinks - Interactive & Geographical Plotting (Part 1) 00:19:00 Plotly & Cufflinks - Interactive & Geographical Plotting (Part 2) 00:14:00 Plotly & Cufflinks - Interactive & Geographical Plotting Exercises (Overview) 00:11:00 Plotly & Cufflinks - Interactive & Geographical Plotting Exercises (Solutions) 00:37:00 Capstone Project - Python for Data Analysis & Visualization Project 1 - Oil vs Banks Stock Price during recession (Overview) 00:15:00 Project 1 - Oil vs Banks Stock Price during recession (Solutions Part 1) 00:18:00 Project 1 - Oil vs Banks Stock Price during recession (Solutions Part 2) 00:18:00 Project 1 - Oil vs Banks Stock Price during recession (Solutions Part 3) 00:17:00 Project 2 (Optional) - Emergency Calls from Montgomery County, PA (Overview) 00:03:00 Python for Machine Learning (ML) - scikit-learn - Linear Regression Model Introduction to ML - What, Why and Types.. 00:15:00 Theory Lecture on Linear Regression Model, No Free Lunch, Bias Variance Tradeoff 00:15:00 scikit-learn - Linear Regression Model - Hands-on (Part 1) 00:17:00 scikit-learn - Linear Regression Model Hands-on (Part 2) 00:19:00 Good to know! How to save and load your trained Machine Learning Model! 00:01:00 scikit-learn - Linear Regression Model (Insurance Data Project Overview) 00:08:00 scikit-learn - Linear Regression Model (Insurance Data Project Solutions) 00:30:00 Python for Machine Learning - scikit-learn - Logistic Regression Model Theory: Logistic Regression, conf. mat., TP, TN, Accuracy, Specificityetc. 00:10:00 scikit-learn - Logistic Regression Model - Hands-on (Part 1) 00:17:00 scikit-learn - Logistic Regression Model - Hands-on (Part 2) 00:20:00 scikit-learn - Logistic Regression Model - Hands-on (Part 3) 00:11:00 scikit-learn - Logistic Regression Model - Hands-on (Project Overview) 00:05:00 scikit-learn - Logistic Regression Model - Hands-on (Project Solutions) 00:15:00 Python for Machine Learning - scikit-learn - K Nearest Neighbors Theory: K Nearest Neighbors, Curse of dimensionality . 00:08:00 scikit-learn - K Nearest Neighbors - Hands-on 00:25:00 scikt-learn - K Nearest Neighbors (Project Overview) 00:04:00 scikit-learn - K Nearest Neighbors (Project Solutions) 00:14:00 Python for Machine Learning - scikit-learn - Decision Tree and Random Forests Theory: D-Tree & Random Forests, splitting, Entropy, IG, Bootstrap, Bagging. 00:18:00 scikit-learn - Decision Tree and Random Forests - Hands-on (Part 1) 00:19:00 scikit-learn - Decision Tree and Random Forests (Project Overview) 00:05:00 scikit-learn - Decision Tree and Random Forests (Project Solutions) 00:15:00 Python for Machine Learning - scikit-learn -Support Vector Machines (SVMs) Support Vector Machines (SVMs) - (Theory Lecture) 00:07:00 scikit-learn - Support Vector Machines - Hands-on (SVMs) 00:30:00 scikit-learn - Support Vector Machines (Project 1 Overview) 00:07:00 scikit-learn - Support Vector Machines (Project 1 Solutions) 00:20:00 scikit-learn - Support Vector Machines (Optional Project 2 - Overview) 00:02:00 Python for Machine Learning - scikit-learn - K Means Clustering Theory: K Means Clustering, Elbow method .. 00:11:00 scikit-learn - K Means Clustering - Hands-on 00:23:00 scikit-learn - K Means Clustering (Project Overview) 00:07:00 scikit-learn - K Means Clustering (Project Solutions) 00:22:00 Python for Machine Learning - scikit-learn - Principal Component Analysis (PCA) Theory: Principal Component Analysis (PCA) 00:09:00 scikit-learn - Principal Component Analysis (PCA) - Hands-on 00:22:00 scikit-learn - Principal Component Analysis (PCA) - (Project Overview) 00:02:00 scikit-learn - Principal Component Analysis (PCA) - (Project Solutions) 00:17:00 Recommender Systems with Python - (Additional Topic) Theory: Recommender Systems their Types and Importance 00:06:00 Python for Recommender Systems - Hands-on (Part 1) 00:18:00 Python for Recommender Systems - - Hands-on (Part 2) 00:19:00 Python for Natural Language Processing (NLP) - NLTK - (Additional Topic) Natural Language Processing (NLP) - (Theory Lecture) 00:13:00 NLTK - NLP-Challenges, Data Sources, Data Processing .. 00:13:00 NLTK - Feature Engineering and Text Preprocessing in Natural Language Processing 00:19:00 NLTK - NLP - Tokenization, Text Normalization, Vectorization, BoW. 00:19:00 NLTK - BoW, TF-IDF, Machine Learning, Training & Evaluation, Naive Bayes 00:13:00 NLTK - NLP - Pipeline feature to assemble several steps for cross-validation 00:09:00 Resources Resources - Data Science and Machine Learning using Python : A Bootcamp 00:00:00 Order your Certificates & Transcripts Order your Certificates & Transcripts 00:00:00 Frequently Asked Questions Are there any prerequisites for taking the course? There are no specific prerequisites for this course, nor are there any formal entry requirements. All you need is an internet connection, a good understanding of English and a passion for learning for this course. Can I access the course at any time, or is there a set schedule? You have the flexibility to access the course at any time that suits your schedule. Our courses are self-paced, allowing you to study at your own pace and convenience. How long will I have access to the course? For this course, you will have access to the course materials for 1 year only. This means you can review the content as often as you like within the year, even after you've completed the course. However, if you buy Lifetime Access for the course, you will be able to access the course for a lifetime. Is there a certificate of completion provided after completing the course? Yes, upon successfully completing the course, you will receive a certificate of completion. This certificate can be a valuable addition to your professional portfolio and can be shared on your various social networks. Can I switch courses or get a refund if I'm not satisfied with the course? We want you to have a positive learning experience. If you're not satisfied with the course, you can request a course transfer or refund within 14 days of the initial purchase. How do I track my progress in the course? Our platform provides tracking tools and progress indicators for each course. You can monitor your progress, completed lessons, and assessments through your learner dashboard for the course. What if I have technical issues or difficulties with the course? If you encounter technical issues or content-related difficulties with the course, our support team is available to assist you. You can reach out to them for prompt resolution.