3028 Engineering courses delivered Online

Are you interested in learning and deploying applications at scale using Google Cloud platform? Do you lack hands-on exposure when it comes to deploying applications and seeing them in action? Then this course is for you. You will also learn microservices and event-driven architectures with real-world use case implementations.

Management of Portfolios (MoP®) Foundation: In-House Training In this MoP® Foundation course, participants will acquire the sufficient knowledge and understanding of the principles, cycles, practices, techniques, roles, responsibilities, documents, and organizational context within which portfolio management operates. MoP helps organizations ensure if the investments are done in the right change initiatives and implementing them correctly. This is achieved by: Prioritizing the programs and projects in terms of their contribution to the organization's strategic objectives and overall level of risk Managing the programs and projects consistently to ensure efficient and effective delivery Maximizing the benefit by providing the greatest return from the investment made What You Will Learn Individuals certified at the MoP Foundation level will be able to: Define the scope and objectives of portfolio management and how it differs from program and project management List the benefits of applying portfolio management Explain the context it operates in List the principles upon which successful portfolio management is based on List the different approaches to implement MoP List the factors required to maintain the progress and assess the success of portfolio management State the purpose and key content of the major portfolio documents Define the scope of key portfolio management roles Introduction: MoP Scenario Background of the Methodology The MoP Principles Senior Management Commitment Governance Alignment Strategy Alignment Portfolio Office Energized Change Culture The MoP Definition Cycle Roles and Responsibilities The MoP Delivery Cycle Management control Benefits management Financial management Risk management Stakeholder engagement Organizational governance Resource management The MoP Framework Recap

Online Risk Assessment Course I2Comply Risk Assessment training will make you aware of the need for risk assessments in the workplace and the essential steps in carrying out an effective risk assessment. The course is designed to help employers and self-employed workers meet their legal duties under health and safety legislation. This training course is suitable for all workplace environments and ensures that your organisation complies with the Management of Health and Safety Regulations 1999. With over 565,000 UK workers sustaining an injury at work in 2021/22, employers must assess and control the health and safety risks in the workplace. This is a legal requirement, and is also an essential part of establishing and maintaining effective health and safety measures in the workplace. Why do we need risk assessments in the workplace? Risk assessments are crucial to prevent accidents and injuries in the workplace, and they help save lives. Employers have a legal requirement to assess and control health and safety risks in the workplace. Therefore by identifying the hazards, you can then eliminate or reduce the risk they pose to your workforce. Most injuries can be avoided if suitable health and safety controls are put in place to minimise the risks posed by workplace hazards. All of our courses conform to the Continuing Professional Development (CPD) guidelines. The CPD Certification Service has accredited this Risk Assessment training. Risk assessment course learning outcomes After completing the online Risk Assessment training course, you will be able to describe: The purpose of a risk assessment When risk assessments are necessary What is meant by the terms hazard and risk, and the relationship between them Reducing risk to as low as reasonably possible (ALARP) The 5 principal steps in a typical risk assessment How to conduct a successful risk assessment Following a hierarchy of control Recording your risk assessments The online Risk Assessment training course contains the following 10 topics: 1 - Introduction to risk assessment The first topic introduces you to risk assessment and identifies what a risk assessment involves. It explains what the term hazard means and provides examples of hazards in the workplace. You will also learn about the 5 step process of carrying out a risk assessment and where risk assessments are used. 2 - Describing risk The second topic explains what the term risk means and how risk is described. You will also learn about hazard effects and find out how severity and likelihood are used to focus on areas requiring action. Finally, this topic identifies what is meant by reducing risk to as low as is reasonably practicable (ALARP) and explains how this is done. 3 - The need for risk assessments In the third topic you will find out how common workplace injuries are in the UK and what HASWA and the Management Regulations say about managing risk in the workplace. Additionally, you will learn about other legislation that relates to specific high risk activities. This topic also outlines the responsibilities of employers, the self-employed and employees with regard to risk assessments. Lastly, it explains how occupier's liability legislation might influence the scope of your risk assessments. 4 - Preparing to carry out a risk assessment Topic 4 will make you aware of the preparation you need to do prior to carrying out your risk assessment. It will explain who should carry out the risk assessment and when it may be required. Also, you will find out why there is a need to understand why each specific risk assessment is being carried out. Finally, you will learn about why a risk assessment form is required. 5 - Step 1: Identify the hazards Topic 5 provides guidance on identifying workplace hazards. It indicates commonly occurring workplace hazards and reveals what sources of information you can use to help you identify hazards in the workplace. In this topic, you will also learn about important aspects to consider when conducting a walk-about. 6 - Step 2: Assess the risk Topic 6 identifies the things that must be considered when assessing the risk posed by a hazard. You will find out what you must determine with regards to risk and also who you need to consider in your risk assessment. Finally, you will learn the importance of identifying the level of risk and existing control measures for each hazard. 7 - Step 3: Control the risk Topic 7 provides guidance on the selection of appropriate hazard controls. In this topic you will find out about an acceptable level of risk and will work through the hierarchy of control to learn the most effective and least effective controls that are used to reduce risks in the workplace. This topic explains controls including hazard elimination, hazard substitution, engineering controls and administrative controls - including Safe Systems of Work, and PPE. Also, you will learn why PPE is a last resort and why it is important to involve and talk to workers. 8 - Step 4: Record your findings Topic 8 outlines the requirement to record your risk assessments. It identifies when you have a legal duty to record your risk assessments, what information you must record and how to present your information. Also, this topic provides examples of completed risk assessments in several different work environments. 9 - Step 5: Review the controls Topic 9 considers the need to review the controls. In this topic you will learn when you need to review controls and why it is important to monitor controls. 10 - Summary Topic 10 provides a brief summary of key points covered in the training. In this topic you will review the purpose of a workplace risk assessment and who should carry out a risk assessment. Finally, this topic summarises the 5 principal steps in a risk assessment.

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.

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.

CompTIA Security+ Certification is one of our best selling and most popular course. The CompTIA Security+ Certification is organised into 10 modules and includes everything you need to become successful in this profession. To make this course more accessible for you, we have designed it for both part-time and full-time students. You can study at your own pace or become an expert in just 17 hours! If you require support, our experienced tutors are always available to help you throughout the comprehensive syllabus of this course and answer all your queries through email. Why choose this course Earn an e-certificate upon successful completion. Accessible, informative modules taught by expert instructors Study in your own time, at your own pace, through your computer tablet or mobile device Benefit from instant feedback through mock exams and multiple-choice assessments Get 24/7 help or advice from our email and live chat teams Full Tutor Support on Weekdays Course Design The course is delivered through our online learning platform, accessible through any internet-connected device. There are no formal deadlines or teaching schedules, meaning you are free to study the course at your own pace. You are taught through a combination of Video lessons Online study materials Mock exams Multiple-choice assessment Certification After the successful completion of the final assessment, you will receive a CPD-accredited certificate of achievement. The PDF certificate is for £9.99, and it will be sent to you immediately after through e-mail. You can get the hard copy for £15.99, which will reach your doorsteps by post. Course Content Security Fundamentals The Information Security Cycle 00:37:00 Information Security Controls 00:35:00 Authentication Methods 00:09:00 Cryptography Fundamentals 00:56:00 Security Policy Fundamentals 00:11:00 Identifying Security Threats and Vulnerabilities Social Engineering 00:31:00 Malware 00:25:00 Software-Based Threats 00:21:00 Based Threats 00:38:00 Wireless Threats and Vulnerabilities 00:43:00 Physical Threats and Vulnerabilities 00:09:00 Managing Data, Application, and Host Security Manage Data Security 00:47:00 Manage Application Security 00:56:00 Manage Device and Host Security 01:07:00 Manage Mobile Security 00:10:00 Implementing Network Security Configure Security Parameters on Network Devices and Technologies 00:49:00 Network Design Elements and Components 00:26:00 Implement Networking Protocols and Services 01:09:00 Apply Secure Network Administration Principles 00:12:00 Secure Wireless Traffic 00:31:00 Implementing Access Control, Authentication, and Account Management Access Control and Authentication Services 00:42:00 Implement Account Management Security Controls 00:33:00 Managing Certificates Install a CA Hierarchy 00:25:00 Enroll Certificates 00:13:00 Secure Network Traffic by Using Certificates 00:03:00 Renew Certificates 00:01:00 Back Up and Restore Certificates and Private Keys 00:05:00 Revoke Certificates 00:07:00 Implementing Compliance and Operational Security Physical Security 00:20:00 Legal Compliance 00:10:00 Security Awareness and Training 00:11:00 Integrate Systems and Data with Third Parties 00:08:00 Risk Management A Risk Analysis 00:17:00 Implement Vulnerability Assessment Tools and Techniques 00:04:00 Scan for Vulnerabilities 00:27:00 Mitigation and Deterrent Techniques 00:19:00 Troubleshooting and Managing Security Incidents Respond to Security Incidents 00:23:00 Recover from a Security Incident 00:09:00 Business Continuity and Disaster Recovery Planning Business Continuity 00:17:00 Plan for Disaster Recovery 00:17:00 Execute DRPs and Procedures 00:13:00 Mock Exam Mock Exam- CompTIA Security+ Certification 00:20:00 Final Exam Final Exam- CompTIA Security+ Certification 00:20:00 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.

Description ECU Remapping Diploma Embarking on a journey through the ECU Remapping Diploma course brings learners into the intricate world of Engine Control Units (ECU) and the art of remapping them to optimise vehicle performance. This richly detailed, online course meticulously unpacks the wide-reaching aspects of ECU remapping, presenting a systematic approach to comprehending and mastering this highly specialised skill. The initial module, Introduction to ECU Remapping, creates a sturdy foundation, offering learners a thorough understanding of the basic principles that govern ECU and its remapping. Here, essential terms, basic concepts, and the overall role of ECU in vehicle management come to light, aiding in effectively deciphering the subsequent modules. Moving forward, an In-depth Look at ECU reveals the complexities and functionalities of engine control units. This section effortlessly blends theoretical knowledge with practical insight, thereby equipping participants with the fundamental knowledge necessary to comprehend the architectural and operational dynamics of ECUs. Ensuring that learners grasp not merely the 'what' but also the 'how', the section on Understanding the Remapping Process traverses the systematic process involved in ECU remapping. From identifying the ECU type to altering its maps, the course meticulously elucidates every step, ensuring a coherent learning trajectory. Addressing the tools of the trade, Remapping Tools and Software introduces students to the varied tools and software pivotal to the remapping process. Participants become acquainted with numerous remapping tools, exploring their usage, benefits, and limitations in an easy-to-understand format, ensuring apt practical applications in the future. Balancing the theoretical and practical aspects, DIY ECU Remapping vs Professional Remapping weighs the pros and cons of remapping in a personal versus professional capacity. Here, learners explore various scenarios, identifying when to opt for professional services and when to employ their newly-acquired remapping skills. Performance Tuning and ECU Remapping facilitates an exploration into the world of tuning, elucidating how ECU remapping plays a crucial role in augmenting vehicle performance. This section of the ECU Remapping Diploma courses sheds light on the intricate relationship between vehicle tuning and remapping, ensuring an enriched understanding of its impact on performance metrics. Tailoring the course to address economical aspects, ECU Remapping for Fuel Efficiency explores the techniques by which remapping can significantly enhance a vehicle's fuel economy. This module unlocks secrets to optimising fuel consumption through remapping, placing powerful knowledge at the learner's fingertips. Safety and Legal Concerns of ECU Remapping meticulously traverse the legal landscapes and safety precautions, thereby ensuring that learners remain compliant and maintain utmost safety when engaging in remapping activities. This segment imparts crucial knowledge on the legal frameworks surrounding ECU remapping, alongside identifying potential risks and their mitigations. Keeping pace with the evolving automotive industry, Future Trends in ECU Remapping ensures learners stay abreast of emerging technologies and methodologies in the ECU remapping domain. This forward-looking module guides participants through upcoming technologies, methodologies, and expected advancements, thereby ensuring a future-proof skill set. Finally, the course culminates with Conclusion: Maximising the Potential of ECU Remapping, summarising the comprehensive knowledge imparted and encouraging the optimal application of acquired skills in real-world scenarios. This concluding segment ties together the intricate concepts, affirming the applicability and potential of ECU remapping in the automotive sphere. Throughout the ECU Remapping Diploma, the meticulously curated content, bolstered by insightful interactive sessions and expertly crafted materials, ensures a robust and comprehensive learning experience. This online course, carefully tailored to both beginners and seasoned professionals, promises a profound exploration into the world of ECU remapping, forging a path towards expertise in the field. Furthermore, this diploma ensures that every participant emerges with not only enhanced knowledge but also with practical skills applicable in diverse automotive scenarios. Embark on this exciting learning journey and steer towards a future where the mastery of ECU remapping becomes not merely a skill but an art form, seamlessly blending technical knowledge with practical applications in the evolving world of vehicle tuning and performance optimisation. What you will learn 1:Introduction to ECU Remapping 2:In-depth Look at ECU 3:Understanding the Remapping Process 4:Remapping Tools and Software 5:DIY ECU Remapping vs Professional Remapping 6:Performance Tuning and ECU Remapping 7:ECU Remapping for Fuel Efficiency 8:Safety and Legal Concerns of ECU Remapping 9:Future Trends in ECU Remapping 10:Conclusion: Maximizing the Potential of ECU Remapping Course Outcomes After completing the course, you will receive a diploma certificate and an academic transcript from Elearn college. Assessment Each unit concludes with a multiple-choice examination. This exercise will help you recall the major aspects covered in the unit and help you ensure that you have not missed anything important in the unit. The results are readily available, which will help you see your mistakes and look at the topic once again. If the result is satisfactory, it is a green light for you to proceed to the next chapter. Accreditation Elearn College is a registered Ed-tech company under the UK Register of Learning( Ref No:10062668). After completing a course, you will be able to download the certificate and the transcript of the course from the website. For the learners who require a hard copy of the certificate and transcript, we will post it for them for an additional charge.

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

This highly interactive program focuses on building the business focus on value to be achieved from initiatives. The practices in this program apply equally to projects and programs. Participants will gain insight into the capabilities needed to develop the culture, processes, and tools behind validation, what true initiatives' success looks like, which can be closely linked to achieving value. They will learn and experiment with a variety of value definition and management techniques. Working in small groups, they will collaborate with others to brainstorm, share experiences, and apply concepts to the ongoing value confirmation goal. Participants will also discover the importance of designing metrics around value and addressing blind spots that could happen when the focus is on the wrong metrics and how that could lead to the wrong behaviors being practiced. Participants will also gain insights into key skills for leading and working in the future. Hands-on experimentation activities enhance the theoretical learning, grounding it in real life and giving opportunities to practice creativity in capturing value.