3150 Engineering courses in Heywood delivered Online

Are you currently a team leader? Are your team members needed to be trained? Or are you a team member that would like to conduct team training to be able to unleash their potentials? If so, then this course is what you are looking for. Description: Your employees are crucial assets that will decide the fate of your business. Finding the best employees for each position requires solid recruitment techniques. Best ability won't generally discover you. You should search out individuals to fill the positions that you have open. Selecting the most qualified hopefuls will guarantee that your employees stay with your running easily. Many organizations just sit tight for the ability to come to them. Essentially publicizing a vacant position and trusting that you locate the correct ability does not ensure that you will locate the best individuals for the occupations in your association. Effectively searching out qualified hopefuls is the ideal approach to guarantee that you discover the ability that you require. Recruitment is basic to the achievement of your business. In this course, you will be able to hire and recruits then have them trained to unleash their creativity. Who is the course for? For employees who are aiming for a promotion, joining a team leader role for the first time or looking forward to becoming a top executive. Or anyone who is interested in improving and honing their leadership potential. 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 hard copy at a cost of £39 or in PDF format at a cost of £24. PDF certificate's turnaround time is 24 hours and for the hardcopy certificate, it is 3-9 working days. Why choose us? Affordable, engaging & high-quality e-learning study materials; Tutorial videos/materials from the industry leading experts; Study in a user-friendly, advanced online learning platform; Efficient exam systems for the assessment and instant result; The UK & internationally recognized accredited qualification; Access to course content on mobile, tablet or desktop from anywhere anytime; The benefit of career advancement opportunities; 24/7 student support via email. Career Path: The Recruitment Training Course: Strategies & Skills will be useful and beneficial for the management positions, specifically the following careers: Administrative Services Manager Advertising, Promotions and Marketing Managers Agricultural Managers Architectural and Engineering Managers Compensation and Benefits Managers Computer and Information Systems Manager Construction Managers Financial Managers Food Services Managers Human Resources Managers Industrial Production Managers Management Directors Medical and Health Managers Natural Sciences Managers Top Executives. Recruitment Training Course - Updated Version Module 1 - Introduction to Recruitment: Importance and Implications 00:17:00 Module 2 - An Overview of the Recruitment Industry 00:26:00 Module 3 - The UK Recruitment Legislation 00:19:00 Module 4 - Sales and Selling in the Recruitment Industry 00:11:00 Module 5 - The Recruitment Process 00:47:00 Module 6 - Key Performance Indicators for the Recruitment Industry 00:25:00 Module 7 - Candidate Attraction for Recruitment 00:35:00 Module 8 - Candidate Management 00:22:00 Module 9 - Candidate Interview Processes 00:24:00 Module 10 - Client Acquisition 00:36:00 Module 11 - Client Strategy in the Recruitment Sector 00:25:00 Module 12: Client Management 00:27:00 Module 13 - Steps to Starting and Running a Successful Recruiting Service 00:23:00 Recruitment Training Course - Old Version Recruitment Module One - Getting Started 00:15:00 Module Two - Introduction to Recruitment 00:30:00 Module Three - The Selection Process 00:30:00 Module Four - Goal Setting 00:30:00 Module Five - The Interview 00:30:00 Module Six - Types of Interview Questions 00:30:00 Module Seven - Avoiding Bias in Your Selection 00:30:00 Module Eight - The Background Check 00:30:00 Module Nine - Making Your Offer 00:30:00 Module Ten - Orientation and Retention 00:30:00 Module Eleven - Measuring the Results 00:30:00 Module Twelve - Wrapping Up 00:15:00 Recruitment Training & Management Introduction to Recruitment 00:15:00 Recruitment 01:00:00 Shortlisting 00:15:00 Selection 01:00:00 Definitions of Training and Development 00:15:00 Considerations in the Design of Training Programmes 00:15:00 Implementing Training 00:15:00 Learning Methods 00:30:00 Mock Exam Mock Exam- Recruitment Training Course: Strategies & Skills 00:20:00 Final Exam Final Exam- Recruitment Training Course: Strategies & Skills 00:20:00 Certificate and Transcript Order Your Certificates and Transcripts 00:00:00

This AWS SageMaker Canvas course will help you become a machine learning expert and will enhance your skills by offering you comprehensive knowledge and the required hands-on experience on this newly launched cloud-based ML tool, by solving real-time industry-based projects, without needing any complex coding expertise.

** What You Get In This Total Package ** Course 01: Control of Substances Hazardous to Health Training with FREE Hardcopy & PDF Certificate Course 02: RIDDOR Training with FREE PDF Certificate Course 03: PUWER with FREE PDF Certificate Unlimited Retake Exams Lifetime Access of all the Courses Instant Access to the Courses COSHH, RIDDOR, PUWER courses teache you everything on the topic thoroughly from scratch so you can claim a certificate of achievement for free to showcase your achievement in professional life. These courses is a comprehensive, instructor-guided course, designed to provide a detailed understanding of the nature of the related sector and your key roles within it. To become successful in your profession, you must have a specific set of skills to succeed in today's competitive world. In this in-depth training course, you will develop the most in-demand skills to kickstart your career, as well as upgrade your existing knowledge & skills. The training materials of this course are available online for you to learn at your own pace and fast-track your career with ease. Course 01: COSHH (Control of Substances Hazardous to Health) Training Course 02: RIDDOR Training Course 03: PUWER Key Features of the COSHH, RIDDOR, PUWER Course : Instant e-certificate and hard copy dispatch by next working day Fully online, interactive course with audio voiceover Developed by qualified professionals in the field Self-paced learning and laptop, tablet, smartphone-friendly 24/7 Learning Assistance Discounts on bulk purchases *** Additional Gifts *** Free Life Coaching Course *** (Offer Ends Soon) *** Course Curriculum of COSHH (Control of Substances Hazardous to Health) Training The detailed curriculum outline of our COSHH (Control of Substances Hazardous to Health) Training course is as follows: COSHH Explained COSHH Regulations Health Problems Related to Hazardous Substances Identifying Hazardous Substances COSHH Risk Assessments Control Measures and Monitoring Implementing Control Measures Course Curriculum of RIDDOR Training The detailed curriculum outline of our RIDDOR Training course is as follows: Health and Safety at Work and the Laws Managing for Health and Safety Risk Assessment and Common Risks RIDDOR Course Curriculum of PUWER The detailed curriculum outline of our PUWER course is as follows: Provision and Use of Work Equipment Regulations Selection and Conformity of Work Equipment Safe Functionality of Work Equipment Monitoring and Evaluation of Work Equipment Maintenance of Work Equipment Accreditation All of our courses, including this COSHH, RIDDOR, PUWER course, are fully accredited, providing you with up-to-date skills and knowledge and helping you to become more competent and effective in your chosen field. Certification Once you've successfully completed your COSHH, RIDDOR, PUWER course, you will immediately be sent a digital certificate. Also, you can have your printed certificate delivered by post (shipping cost £3.99). Our certifications have no expiry dates, although we do recommend that you renew them every 12 months. Assessment At the end of the course, there will be an online assessment, which you will need to pass to complete the course. Answers are marked instantly and automatically, allowing you to know straight away whether you have passed. If you haven't, there's no limit on the number of times you can take the final exam. All this is included in the one-time fee you paid for the course itself. Who is this course for? Anyone with a knack for learning new skills can take this COSHH, RIDDOR, PUWER course. While this comprehensive training is popular for preparing people for job opportunities in the relevant fields, it also helps to advance your career for promotions. This course is a must for any professional who is responsible for handling or working with hazardous chemicals in the workplace, such as: Construction workers Cleaning professionals Welders Gas Engineers Career path Food business Beauty industry Engineering industry Welding industry Woodworking industry Automobile industry Certificates Certificate of completion Digital certificate - Included Certificate of completion Hard copy certificate - Included You will get the hard copy certificates for Free! The delivery charge of the hard copy certificate inside the UK is £3.99 each.

This course focuses on the basic features of Git and GitHub such as commits, branches, merging, GitHub, and Git objects. If you are new to Git and GitHub, this course will help you get familiarized with the concepts so that you can use them in your projects and the projects that you potentially will contribute to in the future.

The biomedical science field is booming, and employers want candidates who are ready to contribute across multiple domains. The All About Biomedical Science Mini Bundle equips you with core skills in Biomedical Engineering, Biology, Agriculture, Pharmacy Technician, and Report Writing—a unique combination that opens doors across healthcare, agriculture biotech, pharmaceuticals, and research. If you want to become indispensable in industries that blend biology and technology, this bundle is your fastest route to hireability. Description This comprehensive bundle covers the spectrum of biomedical science careers. Your technical foundation in Biomedical Engineering and Biology complements vital industry skills in Agriculture and Pharmacy Technician practices, preparing you for roles in diverse sectors like agricultural biotech, pharmaceutical production, and medical technology. Strong Report Writing skills ensure you can document research, clinical findings, and technical data professionally—an often overlooked but essential competency in biomedical science careers. Employers across pharmaceutical firms, agricultural companies, hospitals, and research labs highly value candidates who combine Biomedical Engineering, Biology, Agriculture, Pharmacy Technician, and Report Writing expertise. This bundle helps you build that powerful profile. FAQ Who should take this bundle? Students, recent graduates, and professionals targeting careers in biomedical science, pharmaceutical industries, agriculture biotech, and medical support roles. This bundle develops your skills in Biomedical Engineering, Biology, Agriculture, Pharmacy Technician, and Report Writing. Why include agriculture with biomedical science? Because biotech innovations increasingly span health and agriculture, creating new career pathways where knowledge of Agriculture supports biomedical advancements. How will report writing help me professionally? Clear, accurate Report Writing is key for communicating findings, ensuring compliance, and supporting decision-making in biomedical roles.

Duration 5 Days 30 CPD hours This course is intended for This course is for wireless engineers who work in the following roles: Consulting systems engineer Network administrator Network engineer Network manager Sales engineer Systems engineer Technical solutions architect Wireless design engineer Wireless engineer Overview After taking this course, you should be able to: Describe and implement a Cisco-recommended structured design methodology Describe and implement industry standards, amendments, certifications, and Requests For Comments (RFCs) Describe and implement Cisco enhanced wireless features Describe and implement the wireless design process Describe and implement specific vertical designs Describe and implement site survey processes Describe and implement network validation processes The Designing Cisco Enterprise Wireless Networks (ENWLSD) v1.1 course gives you the knowledge you need to design Cisco© wireless networks. The course covers design specifics from scenario design concepts through the installation phase and into post-deployment validation.This course, including the self-paced material, helps prepare you to take the exam, Designing Cisco Enterprise Wireless Networks (300-425 ENWLSD), which leads to to the new CCNP© Enterprise and Cisco Certified Specialist ? Enterprise Wireless Design certifications. Describing and Implementing a Structured Wireless Design Methodology Importance of Planning Wireless Design with a Structured Methodology Cisco Structured Design Model Cisco Design Guides and Cisco Validated Designs for Wireless Networks Role of the Project Manager When Designing Wireless Networks Describing and Implementing Industry Protocols and Standards Wireless Standards Bodies Institute of Electrical and Electronics Engineers (IEEE) 802.11 Standard and Amendments Wi-Fi Alliance (WFA) Certifications Relevant Internet Engineering Task Force (IETF) Wireless RFCs Practice Activity Describing and Implementing Cisco Enhanced Wireless Features Hardware and Software Choices for a Wireless Network Design Cisco Infrastructure Settings for Wireless Network Design Cisco Enhanced Wireless Features Examining Cisco Mobility and Roaming Mobility and Intercontroller Mobility in a Wireless Network Optimize Client Roaming in a Wireless Network Cisco Workgroup Bridge (WGB) and WGB Roaming in a Wireless Network Describing and Implementing the Wireless Design Process Overview of Wireless Design Process Meet with the Customer to Discuss the Wireless Network Design Customer Information Gathering for a Wireless Network Design Design the Wireless Network Deployment of the Wireless Network Validation and Final Adjustments of the Wireless Network Wireless Network Design Project Documents and Deliverables Describing and Implementing Specific Vertical Designs Designs for Wireless Applications Wireless Network Design Within the Campus Extend Wireless Networks to the Branch Sites Examining Special Considerations in Advanced Wireless Designs High-Density Designs in Wireless Networks Introducing Location and Cisco Connected Mobile Experiences (CMX) Concepts Design for Location FastLocate and HyperLocation Bridges and Mesh in a Wireless Network Design Redundancy and High Availability in a Wireless Network Describing and Implementing the Site Survey Processes Site Survey Types Special Arrangements Needed for Site Surveys Safety Aspects to be Considered During Site Surveys Site Survey Tools in Cisco Prime Infrastructure Third-Party Site Survey Software and Hardware Tools Describing and Implementing Wireless Network Validation Processes Post-installation Wireless Network Validation Making Post-installation Changes to a Wireless Network Wireless Network Handoff to the Customer Installation Report

SPA Health & Safety Core Day (ECS-Approved) https://www.mjtrainingsolutions.co.uk/courses/electrotechnical-electrical-labourer/ The SPA Health & Safety Core Day is a one-day online training course that provides essential knowledge in health, safety, and environmental awareness for those working across construction, engineering, manufacturing, and utilities. This course is officially approved by ECS (Electrotechnical Certification Scheme) as a valid health and safety exemption, making it an ideal choice for anyone applying for or renewing an ECS Labourer Card. It covers the core knowledge required to access site work safely and legally. Delegates will learn about hazard recognition, risk control, safe systems of work, and the legal duties of both employers and employees under UK health and safety legislation. The course encourages a strong safety culture and responsible working practices. ✅ ECS-recognised health & safety qualification ✅ 1-day course – clear, concise, and interactive ✅ Delivered live online via Microsoft Teams – no travel needed ✅ Certificate valid for 3 years ✅ Ideal for ECS Labourer Card applicants, new entrants, and site-based workers If you’re looking to start or support a career in the electrical or construction sectors, the SPA Core Day provides a straightforward and approved route to gaining the health and safety credentials required for site access.

Presently, there are roughly 1.9 million people working in the hospitality industry. And if you prefer to study this Advanced Diploma in Restaurant and Hospitality Management course, then there is a probability for you to be one of them. We all probably know why the hospitality industry is so thriving these days, and why so many people desire to work in it. We have delicately designed this course where you will learn restaurant and hospitality management at the same time. You will learn how to work in a fast-paced environment and perform varied tasks every day. Become a part of the foodservice industry and learn hospitality management with just one single course. Who is the course for? Any professional who works in the hotel or part of a hotel's management People who have an interest in hospitality and management 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. CPD Certificate from Course Gate At the successful completion of the course, you can obtain your CPD certificate from us. You can order the PDF certificate for £9 and the hard copy for £15. Also, you can order both PDF and hardcopy certificates for £22. Career path This course opens a new door for you to enter the relevant job market and also gives you the opportunity to acquire extensive knowledge along with required skills to become successful. You will be able to add our qualification to your CV/resume which will help you to stand out in the competitive job industry. Course Curriculum Advanced Diploma in Restaurant and Hospitality Management - Update Version Module 1: Introduction to Hospitality Management Introduction to Hospitality Management 00:21:00 Module 2: An Overview of Hotel Industry An Overview of Hotel Industry 00:15:00 Module 3: The Process of Selection and Recruitment in Hospitality Industry The Process of Selection And Recruitment in Hospitality Industry 00:18:00 Module 4: The Process of Development and Training in Hospitality Industry The Process of Development and Training in the Hospitality Industry 00:21:00 Module 5: Management of Front Office Operations Management of Front Office Operations 00:16:00 Module 6: Management of Housekeeping, Engineering and Security Operations Management of Housekeeping, Engineering and Security Operations 00:24:00 Module 7: Management of Food and Beverage Operations Management of Food and Beverage Operations 00:17:00 Module 8: Management of Service Quality in Hospitality Industry Management of Service Quality in the Hospitality Industry 00:17:00 Module 9: Marketing in Travel and Tourism Business Marketing in Travel and Tourism Business 00:21:00 Module 10: Accounting in Hospitality Industry Accounting in Hospitality 00:23:00 Module 11: Customer Satisfaction Customer Satisfaction 00:20:00 Module 12: E-Hospitality and Technology E-Hospitality and Technology 00:19:00 Advanced Diploma in Restaurant and Hospitality Management - Old Version Starting a Restaurant Are you ready for the challenge? 00:15:00 How to decide on a concept 00:30:00 Designing your restaurant 00:15:00 Friends and family 00:15:00 Writing a Business Plan 00:30:00 Insurance 00:15:00 Restaurant Organizations that you need to check out. 00:15:00 What are the best Catering Industry Trade Shows? 00:15:00 Managing a Restaurant Managing Yourself 00:30:00 Managing Others 00:30:00 Managing Your Money 00:15:00 Managing Your Food and Supplies 00:30:00 Managing Everything Else 00:30:00 Starting Food Catering Where You Work 00:15:00 Health and safety 00:15:00 Staff, Suppliers and Transport 00:00:00 Food Hygiene 01:00:00 Rules about Menus 00:15:00 Paperwork and Finances 00:15:00 Law 00:15:00 Food Business Food Business Basics 00:45:00 Put Together Your Business Concept 00:10:00 Identify Your Target Market 00:10:00 Identify Your Competition 00:10:00 Write A Mission Statement 00:10:00 Downline Basics 00:15:00 Equipment And Supplies 00:10:00 Marketing And Quality Control 00:10:00 Wrapping Up 00:05:00 Hospitality Introduction to Hospitality 00:15:00 Characteristics of the Hospitality Industry 00:15:00 Relationship Between the Hospitality Industry and Tourism 00:15:00 Types of Accommodation 00:15:00 Types of Room 00:30:00 Types of Hotel Guests 00:15:00 Hospitality Management Introduction to Hospitality Management 01:00:00 Influences Which Affect the Industry 00:05:00 The Development of the Hospitality Industry 00:05:00 Hospitality Brands 00:15:00 Accommodation 00:05:00 Food Service 00:05:00 Successful Quality Management 00:05:00 Certificate and Transcript Order Your Certificates or Transcripts 00:00:00

Gear up for a career that powers the transport and maintenance industry with the Motor Mechanic Mini Bundle. This bundle offers essential skills in Electrician, Bike Maintenance, Bicycle Maintenance, Basic Electrical Engineering, and Telephone Etiquette—all critical for thriving in workshops, repair centres, and automotive service hubs. Employers look for candidates with this unique mix, combining technical know-how and communication readiness. Whether it’s fixing bikes or diagnosing electrical issues, this bundle makes you the candidate who stands out, ready for immediate hire and success in the motor mechanic industry. Description The Motor Mechanic Mini Bundle blends hands-on mechanical expertise with the foundational knowledge of an Electrician and Basic Electrical Engineering. Employers seek mechanics who understand vehicle systems deeply and can tackle Bike Maintenance and Bicycle Maintenance with confidence. This bundle also integrates Telephone Etiquette, ensuring you’re prepared to handle customer interactions professionally—a vital skill often overlooked but highly valued. From independent garages to large-scale service centres, professionals equipped with Electrician and electrical engineering basics, plus the ability to maintain bikes efficiently, are in demand. Add polished communication skills through Telephone Etiquette, and you’re not just employable—you’re indispensable. FAQ What jobs can I get with this bundle? Motor mechanic, bike maintenance technician, electrical systems assistant, customer-facing service mechanic. Is this bundle suitable for beginners? Yes, perfect for newcomers wanting a comprehensive skill set. Why include Telephone Etiquette? Communication is key in customer-facing roles, ensuring smooth service and client satisfaction. Will this help with electric vehicle repair? Yes. Electrician and Basic Electrical Engineering skills are increasingly essential in modern motor mechanics. Are bike skills relevant to motor mechanics? Definitely. Bike Maintenance and Bicycle Maintenance are valuable, especially in mixed-repair workshops. How soon can I expect job offers? The motor industry is growing—skills like these make you job-ready fast.

Boost Your Career with Apex Learning and Get Noticed By Recruiters in this Hiring Season! Get Hard Copy + PDF Certificates + Transcript + Student ID Card worth £160 as a Gift - Enrol Now With a single payment you will gain access to Data Science Course Bundle 2022 including 10 Career development courses, original hardcopy certificate, transcript and a student ID card which will allow you to get discounts on things like music, food, travel and clothes etc. The world is one big data bank, and data science is one of the most demanding professional sectors of the present era. The analytical and programming-oriented field of data science has limited resources for candidates to learn and develop skills, which is why you need our highly advanced [course_title] course.With step-by-step interactive video content, our training will equip you with extensive knowledge and expertise in data science, including machine learning. This bundle course offers an opportunity to foster your career opportunities with an expert-level understanding of data science and become skilful in this industry. Take this course anywhere and at any time. Don't let your lifestyle limit your learning or your potential. Data Science Course Bundle 2022 will provide you with the CPD certificate that you'll need to succeed. Gain experience online and interact with experts. This can prove to be the perfect way to get noticed by a prospective employer and stand out from the crowd. Data Science Course Bundle 2022 has been rated and reviewed highly by our learners and professionals alike. We have a passion for teaching, and it shows. All of our courses have interactive online modules that allow studying to take place where and when you want it to. The only thing you need to take Data Science Course Bundle 2022 is Wi-Fi and a screen. You'll never be late for class again. Experienced tutors and mentors will be there for you whenever you need them, and solve all your queries through email and chat boxes. Benefits you'll get choosing Apex Learning for this Course: One payment, but lifetime access to 11 CPD courses Certificates, 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 Gain valuable knowledge without leaving your home What other courses are included with this Course? Level 2 Microsoft Office Essentials Microsoft Teams Leadership & Management Diploma Working from Home Essentials Mental Health and Working from Home Online Meeting Management Effective Communication Skills Time Management Report Writing Emotional Intelligence and Human Behaviour Curriculum ***Data Science Course Bundle 2022*** Welcome, Course Introduction & overview, and Environment set-up Welcome & Course Overview Set-up the Environment for the Course (lecture 1) Set-up the Environment for the Course (lecture 2) Two other options to setup environment Python Essentials Python data types Part 1 Python Data Types Part 2 Loops, List Comprehension, Functions, Lambda Expression, Map and Filter (Part 1) Loops, List Comprehension, Functions, Lambda Expression, Map and Filter (Part 2) Python Essentials Exercises Overview Python Essentials Exercises Solutions Python for Data Analysis using NumPy What is Numpy? A brief introduction and installation instructions. NumPy arrays, built-in methods, array methods and attributes. Indexing, slicing, broadcasting & boolean masking Arithmetic Operations & Universal Functions Exercises Overview Exercises Solutions Python for Data Analysis using Pandas What is pandas? A brief introduction and installation instructions. Pandas Introduction Pandas Data Structures - Series Pandas Data Structures - DataFrame Handling Missing Data Data Wrangling - Combining, merging, joining Groupby Useful Methods and Operations Project 1 (Overview) Customer Purchases Data Project 1 (Solutions) Customer Purchases Data Project 2 (Overview) Chicago Payroll Data Project 2 (Solutions Part 1) Chicago Payroll Data Python for Data Visualization using matplotlib Matplotlib Essentials (Part 1) - Basic Plotting & Object Oriented Approach Matplotlib Essentials (Part 2) - Basic Plotting & Object Oriented Approach Matplotlib Essentials (Part 3) - Basic Plotting & Object Oriented Approach Matplotlib Essentials - Exercises Overview Matplotlib Essentials - Exercises Solutions Python for Data Visualization using Seaborn Introduction & Installation Distribution Plots Categorical Plots (Part 1) Categorical Plots (Part 2) Axis Grids Matrix Plots Regression Plots Controlling Figure Aesthetics Exercises Overview Exercise Solutions Python for Data Visualization using pandas Pandas Built-in Data Visualization Pandas Data Visualization Exercises Overview Panda Data Visualization Exercises Solutions Python for interactive & geographical plotting using Plotly and Cufflinks Interactive & Geographical Plotting (Part 1) Interactive & Geographical Plotting (Part 2) Interactive & Geographical Plotting Exercises (Overview) Interactive & Geographical Plotting Exercises (Solutions) Capstone Project - Python for Data Analysis & Visualization Project 1 - Oil vs Banks Stock Price during recession (Overview) Project 1 - Oil vs Banks Stock Price during recession (Solutions Part 1) Project 1 - Oil vs Banks Stock Price during recession (Solutions Part 2) Project 1 - Oil vs Banks Stock Price during recession (Solutions Part 3) Project 2 (Optional) - Emergency Calls from Montgomery County, PA (Overview) Python for Machine Learning (ML) - scikit-learn - Linear Regression Model Introduction to ML - What, Why and Types….. Theory Lecture on Linear Regression Model, No Free Lunch, Bias Variance Tradeoff Linear Regression Model - Hands-on (Part 1) Linear Regression Model Hands-on (Part 2) Good to know! How to save and load your trained Machine Learning Model! Linear Regression Model (Insurance Data Project Overview) Linear Regression Model (Insurance Data Project Solutions) Python for Machine Learning - scikit-learn - Logistic Regression Model Theory: Logistic Regression, conf. mat., TP, TN, Accuracy, Specificity…etc. Logistic Regression Model - Hands-on (Part 1) Logistic Regression Model - Hands-on (Part 2) Logistic Regression Model - Hands-on (Part 3) Logistic Regression Model - Hands-on (Project Overview) Logistic Regression Model - Hands-on (Project Solutions) Python for Machine Learning - scikit-learn - K Nearest Neighbors Theory: K Nearest Neighbors, Curse of dimensionality …. K Nearest Neighbors - Hands-on K Nearest Neighbors (Project Overview) K Nearest Neighbors (Project Solutions) Python for Machine Learning - scikit-learn - Decision Tree and Random Forests Theory: D-Tree & Random Forests, splitting, Entropy, IG, Bootstrap, Bagging…. Decision Tree and Random Forests - Hands-on (Part 1) Decision Tree and Random Forests (Project Overview) Decision Tree and Random Forests (Project Solutions) Python for Machine Learning - scikit-learn -Support Vector Machines (SVMs) Support Vector Machines (SVMs) - (Theory Lecture) Support Vector Machines - Hands-on (SVMs) Support Vector Machines (Project 1 Overview) Support Vector Machines (Project 1 Solutions) Support Vector Machines (Optional Project 2 - Overview) Python for Machine Learning - scikit-learn - K Means Clustering Theory: K Means Clustering, Elbow method ….. K Means Clustering - Hands-on K Means Clustering (Project Overview) K Means Clustering (Project Solutions) Python for Machine Learning - scikit-learn - Principal Component Analysis (PCA) Theory: Principal Component Analysis (PCA) Principal Component Analysis (PCA) - Hands-on Principal Component Analysis (PCA) - (Project Overview) Principal Component Analysis (PCA) - (Project Solutions) Recommender Systems with Python - (Additional Topic) Theory: Recommender Systems their Types and Importance Python for Recommender Systems - Hands-on (Part 1) Python for Recommender Systems - - Hands-on (Part 2) Python for Natural Language Processing (NLP) - NLTK - (Additional Topic) Natural Language Processing (NLP) - (Theory Lecture) NLP-Challenges, Data Sources, Data Processing ….. Feature Engineering and Text Preprocessing in Natural Language Processing NLP - Tokenization, Text Normalization, Vectorization, BoW…. BoW, TF-IDF, Machine Learning, Training & Evaluation, Naive Bayes … Pipeline feature to assemble several steps for cross-validation… 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 £10 * 11 = £110) Hard Copy Certificate: Free (For The Title Course) 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. CPD 20 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 Data Science Course Bundle 2022. It is available to all students, of all academic backgrounds. Requirements Our Data Science Course Bundle 2022 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. There is no time limit for completing this course, it can be studied in your own time at your own pace. Career path Having this CPD certificate will increase the value in your CV and open you up to multiple sectors such as Business & Management, Admin, Accountancy & Finance, Secretarial & PA, Teaching & Mentoring etc. Certificates Certificate of completion Digital certificate - Included