Duration 2 Days 12 CPD hours This course is intended for If you are a data analyst, data scientist, or a business analyst who wants to get started with using Python and machine learning techniques to analyze data and predict outcomes, this book is for you. Basic knowledge of computer programming and data analytics is a must. Familiarity with mathematical concepts such as algebra and basic statistics will be useful. Overview By the end of this course, you will have the skills you need to confidently use various machine learning algorithms to perform detailed data analysis and extract meaningful insights from data. This course is designed to give you practical guidance on industry-standard data analysis and machine learning tools in Python, with the help of realistic data. The course will help you understand how you can use pandas and Matplotlib to critically examine a dataset with summary statistics and graphs, and extract the insights you seek to derive. You will continue to build on your knowledge as you learn how to prepare data and feed it to machine learning algorithms, such as regularized logistic regression and random forest, using the scikit-learn package. You?ll discover how to tune the algorithms to provide the best predictions on new and unseen data. As you delve into later sections, you?ll be able to understand the working and output of these algorithms and gain insight into not only the predictive capabilities of the models but also their reasons for making these predictions. Data Exploration and Cleaning Python and the Anaconda Package Management System Different Types of Data Science Problems Loading the Case Study Data with Jupyter and pandas Data Quality Assurance and Exploration Exploring the Financial History Features in the Dataset Activity 1: Exploring Remaining Financial Features in the Dataset Introduction to Scikit-Learn and Model Evaluation Introduction Model Performance Metrics for Binary Classification Activity 2: Performing Logistic Regression with a New Feature and Creating a Precision-Recall Curve Details of Logistic Regression and Feature Exploration Introduction Examining the Relationships between Features and the Response Univariate Feature Selection: What It Does and Doesn't Do Building Cloud-Native Applications Activity 3: Fitting a Logistic Regression Model and Directly Using the Coefficients The Bias-Variance Trade-off Introduction Estimating the Coefficients and Intercepts of Logistic Regression Cross Validation: Choosing the Regularization Parameter and Other Hyperparameters Activity 4: Cross-Validation and Feature Engineering with the Case Study Data Decision Trees and Random Forests Introduction Decision trees Random Forests: Ensembles of Decision Trees Activity 5: Cross-Validation Grid Search with Random Forest Imputation of Missing Data, Financial Analysis, and Delivery to Client Introduction Review of Modeling Results Dealing with Missing Data: Imputation Strategies Activity 6: Deriving Financial Insights Final Thoughts on Delivering the Predictive Model to the Client
Register on the The History of the Industrial Revolution in Great Britain today and build the experience, skills and knowledge you need to enhance your professional development and work towards your dream job. Study this course through online learning and take the first steps towards a long-term career. The course consists of a number of easy to digest, in-depth modules, designed to provide you with a detailed, expert level of knowledge. Learn through a mixture of instructional video lessons and online study materials. Receive online tutor support as you study the course, to ensure you are supported every step of the way. Get an e-certificate as proof of your course completion. The The History of the Industrial Revolution in Great Britain is incredibly great value and allows you to study at your own pace. Access the course modules from any internet-enabled device, including computers, tablet, and smartphones. The course is designed to increase your employability and equip you with everything you need to be a success. Enrol on the now and start learning instantly! What You Get With The The History of the Industrial Revolution in Great Britain Receive a e-certificate upon successful completion of the course Get taught by experienced, professional instructors Study at a time and pace that suits your learning style Get instant feedback on assessments 24/7 help and advice via email or live chat Get full tutor support on weekdays (Monday to Friday) 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 Certification Upon successful completion of the course, you will be able to obtain your course completion e-certificate free of cost. Print copy by post is also available at an additional cost of £9.99 and PDF Certificate at £4.99. Who Is This Course For: The course is ideal for those who already work in this sector or are an aspiring professional. This course is designed to enhance your expertise and boost your CV. Learn key skills and gain a professional qualification to prove your newly-acquired knowledge. Requirements: The online training is open to all students and has no formal entry requirements. To study the The History of the Industrial Revolution in Great Britain, all your need is a passion for learning, a good understanding of English, numeracy, and IT skills. You must also be over the age of 16. Course Content The History of the Industrial Revolution in Great Britain Module 01: The Birth of the Industrial Revolution in Britain 00:06:00 Module 02: The Textiles Revolution 00:14:00 Module 03: The Birth of the Steam Engine 00:10:00 Module 04: The Age of Steam Locomotion 00:15:00 Module 05: Fueling the Industrial Revolution 00:09:00 Module 06: The Engineering Revolution 00:06:00 Module 07: The Scientific Revolution 00:18:00 Module 08: Black Lives in the Industrial Revolution 00:05:00 Module 09: The Birth of the Industrial Revolution 00:04:00 Module 10: The Industrial Revolution History Quiz 00:19:00 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.
Get ready to tackle one of the most exciting and prominent features of the Go language with the help of this comprehensive course. If you are looking forward to getting started with advanced topics such as concurrency and levelling up your Go(lang) skills, then you are in the right place.
***Car Whisperer 101: Speak Your Car's Language & Save Money*** Did you know that over 70% of car owners admit they lack basic car maintenance knowledge? With car technology advancing rapidly, the need for comprehensive theoretical understanding has never been greater. "Car Maintenance and Car Restoration" is designed to bridge this gap, offering essential insights into maintaining and restoring vehicles, ensuring you stay ahead in the automotive world. Our Car Maintenance and Car Restoration course starts with the basics of Car Maintenance and Car Restoration and gradually progresses towards advanced topics. Therefore, each lesson in this Car Maintenance is intuitive and easy to understand. So, stand out in the job market by completing the Car Maintenance and Car Restoration course. Get an accredited certificate and add it to your resume to impress your employers. Learning Objectives This Car Maintenance and Car Restoration course empowers you to: Understand key car parts and their roles within the Car Maintenance and Car Restoration process. Grasp how the engine, cooling, fuel, electrical, drivetrain & braking systems work together within the Car Maintenance and Car Restoration process. Read car warning lights and take action to maintain your car. Perform basic maintenance tasks like checking fluids and tyres contributing to the Car Maintenance and Car Restoration cycle. Make informed decisions about repairs, saving on Car Maintenance and Car Restoration costs. Build a knowledge base for future Car Maintenance and Car Restoration endeavours. Kew Highlights of Car Maintenance and Car Restoration course: CPD QS Accredited Proficiency with this Car Maintenance and Car Restoration course After successfully completing the Car Maintenance and Car Restoration course, you will receive a FREE PDF Certificate from REED as evidence of your newly acquired abilities. Lifetime access to the whole collection of learning materials of this Car Maintenance and Car Restoration course The online test with immediate results You can study and complete the Car Maintenance and Car Restoration course at your own pace. Study for the Car Maintenance and Car Restoration course using any internet-connected device, such as a computer, tablet, or mobile device. ***Unveiling the Secrets Under the Hood (and Beyond): A Deep Dive into Car Maintenance and Car Restoration*** This Car Maintenance and Car Restoration course takes you on a guided journey through the intricate world of your car. You'll begin by mastering the fundamentals of car safety and delve into essential maintenance practices. Moving forward, you'll explore the various systems that make your car tick, including the engine, the cooling system, the fuel system, the electrical system, and the drivetrain (remember, we're focusing on theory, not the practical application of working on these systems). You'll also gain insights into the braking system, a crucial component for ensuring safe driving. With each module of Car Maintenance and Car Restoration, you'll build upon your knowledge, transforming from a novice car owner into a person who understands and appreciates the sophisticated engineering marvel that is your car. The Car Maintenance and Car Restoration course includes: Module 01: Introduction to Safety and Maintenance Module 02: General Maintenance for Car Mechanics Module 03: Vehicle Warning Lights Module 04: Tyres and Wheels Module 05: The engine Module 06: The Cooling System Module 07: The Fuel System Module 08: The Electrical System Module 09: The drivetrain Module 10: The Braking System CPD 10 CPD hours / points Accredited by CPD Quality Standards Who is this course for? This Car Maintenance and Car Restoration course is perfect for: New car owners who want to learn the basics of car maintenance. Drivers who want to understand their car better. People interested in restoring classic cars (theoretical foundation for future courses). Anyone who wants to save money on car repairs. DIY enthusiasts who want to expand their knowledge base. Individuals seeking a career change in the automotive industry (foundation for further education). Requirements This Car Maintenance and Car Restoration course is designed for anyone interested in cars. No prior knowledge or experience is required. Career path Understanding car maintenance and car restoration can open doors to a variety of exciting career paths in the automotive industry, such as: Qualified Car Mechanic Parts and Service Advisor Vehicle Body Repair Technician Car Restoration Specialist Classic Car Appraiser Automotive Sales Representative Fleet Manager Certificates CPD Accredited PDF Certificate Digital certificate - Included CPD Accredited PDF Certificate CPD Accredited Hard Copy Certificate Hard copy certificate - £10.79 CPD Accredited Hard Copy Certificate Delivery Charge: Inside the UK: Free Outside of the UK: £9.99 each
Duration 2 Days 12 CPD hours This course is intended for Data Protection Officers IT Managers and Administrators Records Managers System Developers IT Security specialist Anyone who builds and develops IT systems Overview Critical data protection concepts and practices that impact IT Consumer data protection expectations and responsibility How to bake privacy into early stages of IT products and services for cost control, accuracy and speed-to-market How to establish data protection practices for data collection and transfer How to preempt data protection issues in the Internet of Things How to factor data protection into data classification and emerging tech such as cloud computing, facial recognition and surveillance How to communicate data protection issues with partners such as management, development, marketing and legal The Principles of Privacy in Technology training is the how to course on privacy and data protection practices in the development, engineering, deployment and auditing of IT products and services. Those taking the course will develop an understanding of privacy-related issues and practices in the context of the design and implementation of information and communication technologies and systems. The training is based on the body of knowledge for the IAPP?s ANSI accredited Certified Information Privacy Technologist (CIPT) certification program. Fundamentals of information privacy Reviewing the modern history of privacy Foundational privacy concepts Data protection roles and fair information practices Exploring the impacts of privacy and data protection regulations on information management Privacy in the IT environment Compliance requirements IT risks Stakeholder privacy expectations Differentiating between privacy and security Core privacy concepts Foundational elements for embedding privacy in IT Common privacy principles Data protection by design and default Privacy considerations in the information life cycle Privacy considerations throughout the stages of the information life cycle Privacy in systems and applications Examining the risks inherent in the IT environment and options for addressing them Identity and access management Credit card information and processing Remote access BYOD and telecommuting Data encryption Additional privacy-enhancing technologies in the enterprise environment Privacy techniques Strengths and weaknesses of authentication techniques Using identifiers Privacy by design Online privacy issues Unique challenges that come from online privacy issues Laws and regulations Online threats Social media E-commerce Tracking technologies Web security protocols Technologies with privacy considerations Privacy considerations associated with a variety of technologies Cloud computing Wireless IDs Location-based services ?Smart? technologies Video/data/audio surveillance Biometric recognition
If you’ve ever wondered what happens when biology, chemistry, and engineering shake hands—this is where things get interesting. The Biomedical Science Mini Bundle blends structured knowledge in biomedical engineering, biology, and chemistry with a side of data analysis and problem solving. It’s for the curious mind that wants to understand how life meets logic. From cellular science to chemical structure, and from technical design to analytical reasoning, this bundle helps make sense of what’s inside the lab coat—minus the lab coat. Learning Outcomes: Understand core biological processes relevant to biomedical studies. Explore chemical concepts used in scientific data interpretation. Study biomedical engineering concepts and healthcare technologies. Apply data analysis techniques for scientific investigation clarity. Use structured logic to solve biomedical science problems. Connect science fields through engineering, biology, and data thinking. Who is this Course For: Science students exploring biomedical and engineering intersections. Healthcare professionals seeking structured scientific foundations. Research support staff working in biology-related fields. Technicians requiring biomedical science context and structure. Learners curious about biology, chemistry, and applied science. Admin workers in medical or scientific organisations. Analysts working in clinical or data-driven environments. Anyone interested in life science with technical structure. Career Path: Biomedical Support Analyst – £31,000/year Research Laboratory Assistant – £27,000/year Junior Bioinformatics Analyst – £30,500/year Medical Science Admin Officer – £26,000/year Data Analyst (Healthcare Focus) – £33,000/year Biology & Chemistry Technician – £28,500/year
The course will be delivered through 9 online virtual classroom sessions. The 10th and last session will involve the additional practical work for the course as well as the written examination (multiple choice for City & Guilds and written for Hi-Tech Training) which will take place at our training centre at 43 North Great Georges Street, Dublin 1 (completed online for non ROI learners). During the virtual classroom sessions, trainees will have a live video feed with their instructor talking to them, doing practical live demonstrations on equipment being involved actively in the learning. We will send out a practical kit so that trainees can complete assignments and practical work at home. The kit is the property of Hi-Tech Training and will be returned to Hi-Tech Training on the last day of the course. (The kits may also be purchased by the learner….see the Kits Page Link for more details). The kit consists of power supply unit breadboard, multimeter, cables, The kit consists of breadboard, multimeter, oscilloscope, battery and connectors, components including resistors, LEDs and ICs (AND, NAND, OR, NOR, X-OR, X-NOR, Inverter, Buffer, Latches, Flip-Flops, Timers, etc). Trainees will build various projects as part of the course. The kit forms an integral part of the course, so full course fees need to be paid at least 7 days prior to course commencement to allow time to ship the kit in time for the course.
Duration 3 Days 18 CPD hours This course is intended for The primary audience for this course is someone who works, or has ambition to work, in a leadership role in data center operations such as a data center facilities manager, data center operations manager, who has the responsibility to achieve and improve the high-availability and manageability of the data center operations. Overview After completion of the course the participant will be able to: Perform the needs analysis translating business requirements to data center services Set-up and manage the data center operations team Implement and monitor safety- and security practices Identify a suitable maintenance program for the data center facility and its equipment Select the appropriate policies and procedures required for data center operations Monitor the data center availability, capacity and capability Manage and implement basic data center projects Set-up and implement an environmental sustainability program Select an appropriate back-up site to support organizational resilience Identify and respond to risk in the data center Manage and support the document life cycle Create a basic budget proposal Select and manage vendors and measure their performance Manage data center assets Managing the facilities of today?s high-end and high-availability data centers is an extremely demanding and complex task which is often underestimated. There is often very little appreciation and understanding of the complexities of managing today's mission-critical data centers where downtime is not an option, especially since many of the data centers are operating at, or near, their design limits. Operations management at the facilities layer makes all the difference. Even a data center designed to the highest redundancy level as per the ANSI/TIA-942 standard could still experience many unscheduled downtime events due to poor planning, operations, maintenance and management processes. Service Level Management Service Level Management Needs analysis Capability assessment Service portfolio Service catalogue Service Level Agreements (SLAs) Availability measurement Data points in SLA Service reporting Complaint procedure Customer satisfaction measurement Service Improvement Process (SIP) SLA content The Data Center Organization Operational issues Organization chart Roles and responsibilities Skills matrix Contingency / backup roles Shift management Performance management Career development Training and assessment Job rotation Succession planning Disciplinary program Managing Safety & Statutory Requirements Safety policies and regulations Occupational Health and Safety (OH&S) Safety awareness training Permit to Work (PTW) Lock-out / Tag-out Personal Protective Equipment (PPE) Testing and tagging of equipment Emergency preparedness and response Reporting of safety issues Reviews / internal audit / external audit Managing Physical Security Security policies and procedures Security standards and guidelines Security staff Security awareness Security incident management Disciplinary program Reviews, internal and external audits Facilities Management Maintenance policies and procedures Various maintenance programs Outsourcing of maintenance activities Maintenance contract options Warranty Maintenance schedule Service situations Spart part management Contamination control Data Center Operations Policies and procedures for data center operations Service operations and the daily data center operations Monitoring / Reporting / Control Monitoring requirements Escalation procedures Reporting Trend analysis Reviews Project Management Project management Project organization Project manager Project phases Environment Sustainability The importance of sustainability Sustainability policies Environmental management Power efficiency indicators - Waste management - Water management ICT utilisation management Environmental performance measurements Renewable energy factor (REF) Organizational Resilience Business continuity Data center facility options Business Impact Analysis Type of facility Human resources Facility, equipment and consumables Governance, Risk and Compliance Management commitment Coordination, collaboration and integration Compliance Risk management Document management Financial management Vendor management Asset management Additional course details: Nexus Humans Certified Data Center Facilities Operations Manager (CDFOM) training program is a workshop that presents an invigorating mix of sessions, lessons, and masterclasses meticulously crafted to propel your learning expedition forward. This immersive bootcamp-style experience boasts interactive lectures, hands-on labs, and collaborative hackathons, all strategically designed to fortify fundamental concepts. Guided by seasoned coaches, each session offers priceless insights and practical skills crucial for honing your expertise. Whether you're stepping into the realm of professional skills or a seasoned professional, this comprehensive course ensures you're equipped with the knowledge and prowess necessary for success. While we feel this is the best course for the Certified Data Center Facilities Operations Manager (CDFOM) course and one of our Top 10 we encourage you to read the course outline to make sure it is the right content for you. Additionally, private sessions, closed classes or dedicated events are available both live online and at our training centres in Dublin and London, as well as at your offices anywhere in the UK, Ireland or across EMEA.
From planning to managing risks, project management is not an easy task. However, you do not have to worry as our exclusive Project Management Professional course is designed to show you the way. The course is created to give you a thorough understanding of project management ideas, practices, and techniques as well as the abilities needed to manage projects successfully. After finishing the course, you will have a firm understanding of stakeholder management, project performance, change management and much more. The course will also provide a certificate of achievement with the help of this certificate, you can show prospective employers that you have the knowledge and experience necessary to successfully manage complicated projects. In conclusion, enrolling in the Project Management Professional course can be a great career investment because it will equip you with the skills and information you need to succeed in the dynamic and fast-paced world of project management. Learning Outcomes By completing the Project Management Professional (PMP) course, learners can expect to achieve the following learning outcomes: Recognise the basic tenets of project management, including starting, planning, carrying out, overseeing, and closing projects Get a thorough understanding of the methodology, tools, and best practices for project management Get the skills necessary to effectively lead and manage teams, including effective communication, conflict resolution, and stakeholder management Gain knowledge of technology in minute taking. Learn how to design and manage project schedules, budgets, and resources Hone your ability to identify, manage, and create backup strategies for project risks Certificate of Achievement Endorsed Certificate of Achievement from the Quality Licence Scheme Upon successful completion of the final assessment, you will be eligible to apply for the Quality Licence Scheme Endorsed Certificate of achievement. This certificate will be delivered to your doorstep through the post for £119. An extra £10 postage charge will be required for students leaving overseas. CPD Accredited Certificate 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 To successfully finish the course, students must take an online automated multiple-choice exam and achieve a minimum score of 60%. Upon passing the exam, students can apply for a certificate of achievement endorsed by the Quality Licence Scheme. Career path Taking the Project Management Professional (PMP) course can open up a variety of career paths in the UK, as the skills and knowledge gained through the course are highly sought after in a range of industries. Entry-level project management roles, such as Project Coordinator or Assistant Project Manager, with an average annual salary range of £25,000 to £35,000. Mid-level project management roles, such as Project Manager or Senior Project Manager, with an average annual salary range of £40,000 to £70,000. Senior-level project management roles, such as Director of Project Management or Program Director, with an average annual salary range of £80,000 to £120,000. A project management professional certification could result in higher pay and more challenging career possibilities. Construction, engineering, information technology, and finance are just a few of the industries that could benefit from using the skills and knowledge acquired via the PMP course