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Mechanical Design Principles Course offers a thorough exploration of fundamental and advanced concepts essential for anyone interested in the field of mechanical engineering. Starting with the basics of engineering mechanics and thermodynamics, the course gradually builds a solid foundation through fluid and structural mechanics before delving into the complexities of machines and machine dynamics. Alongside, the curriculum covers critical topics such as strain hardening, solidification, welding, and engineering drawing—each module designed to deepen understanding and technical knowledge. This course suits individuals eager to develop a strong grasp of mechanical design without the constraints of physical attendance. Tailored to accommodate modern learners, the course is structured for clarity and progression, making it accessible for those seeking to enhance their expertise from any location. Its carefully organised modules guide learners through key principles and applications, all while maintaining a focus on the theoretical and conceptual aspects that underpin mechanical design. Whether you are refreshing your knowledge or exploring the subject for the first time, this course provides a robust and engaging pathway to understanding the core disciplines that shape mechanical design today. Key Benefits Accredited by CPD Instant e-certificate Fully online, interactive course Self-paced learning and laptop, tablet, smartphone-friendly 24/7 Learning Assistance Curriculum Module 01: Introduction Module 02: Engineering Mechanics - I Module 03: Engineering Mechanics - II Module 04: Heat and Thermodynamics Module 05: Work, Force and Energy Module 06: Fluid Mechanics Module 07: Structural Mechanics Module 08: Machines - I Module 09: Machines - II Module 10: Machine Dynamics Module 11: Mechanical Design Module 12: Hydraulic Machines Module 13: Strain Hardening Processes Module 14: Application of Solidification Module 15: Welding Module 16: Engineering Drawing Course Assessment You will immediately be given access to a specifically crafted MCQ test upon completing an online module. For each test, the pass mark will be set to 60%. Certificate Once you've successfully completed your 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. CPD 10 CPD hours / points Accredited by CPD Quality Standards Who is this course for? The Mechanical Design Principles training is ideal for highly motivated individuals or teams who want to enhance their skills and efficiently skilled employees. Requirements There are no formal entry requirements for the course, with enrollment open to anyone! Career path Learn the essential skills and knowledge you need to excel in your professional life with the help & guidance from our Mechanical Design Principles training.

In an era where financial crime is increasingly sophisticated, the role of a Fraud Analyst Officer has never been more crucial. This course provides a focused introduction to the key aspects of money laundering and financial crime prevention, equipping learners with the essential knowledge to understand relevant laws and regulations. From the foundations laid out in the Proceeds of Crime Act 2002 to the evolving frameworks governing anti-money laundering efforts, the curriculum offers a clear pathway through the critical areas every fraud analyst must grasp. Designed with precision, the course explores responsibilities such as the role of the Money Laundering Reporting Officer, the importance of customer due diligence, and the application of a risk-based approach to financial transactions. Participants will also gain insight into identifying suspicious activity and maintaining accurate record-keeping, supported by ongoing awareness and training modules. This structure ensures that learners develop a solid grasp of the principles that underpin effective fraud detection and prevention in today’s financial landscape. Key Benefits Accredited by CPD Instant e-certificate Fully online, interactive course Self-paced learning and laptop, tablet, smartphone-friendly 24/7 Learning Assistance Curriculum Module 01: Introduction to Money Laundering Module 02: Proceeds of Crime Act 2002 Module 03: Development of Anti-Money Laundering Regulation Module 04: Responsibility of the Money Laundering Reporting Officer Module 05: Risk-based Approach Module 06: Customer Due Diligence Module 07: Record Keeping Module 08: Suspicious Conduct and Transactions Module 09: Awareness and Training Course Assessment You will immediately be given access to a specifically crafted MCQ test upon completing an online module. For each test, the pass mark will be set to 60%. Certificate Once you've successfully completed your 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. CPD 10 CPD hours / points Accredited by CPD Quality Standards Who is this course for? The Fraud Analyst Officer training is ideal for highly motivated individuals or teams who want to enhance their skills and efficiently skilled employees. Requirements There are no formal entry requirements for the course, with enrollment open to anyone! Career path Learn the essential skills and knowledge you need to excel in your professional life with the help & guidance from our Fraud Analyst Officer training. Certificates Certificate of completion Digital certificate - Included Certificate of completion Hard copy certificate - Included

Contribute towards your RICS CPD requirements for the year with online webinars from Property Elite. This package contains over 30 hours of online webinars (formal CPD), which you can top up with your own informal CPD via structured reading after you watch each recorded session. Perfect for qualified AssocRICS surveyors and Chartered Surveyors, as well as RICS APC and AssocRICS candidates. Our CPD webinars cover topics relevant to most pathways, including both technical and mandatory competencies and current hot topics.

This IT Support Technician course offers a thorough understanding of computer systems and their essential components, tailored for those aiming to excel in IT support roles. From the fundamentals of system hardware and operating systems to configuring networks and managing software, this course carefully guides learners through the technical aspects that underpin modern computing environments. It delivers clear insights into device management, data storage, and security threat mitigation, ensuring students gain a solid grasp of the key concepts necessary to maintain and troubleshoot IT systems effectively. Designed with a focus on building strong technical knowledge, the curriculum covers everything from setting up PCs and mobile devices to managing files and understanding databases. With a detailed approach to IT maintenance and troubleshooting, this course prepares students to confidently support users and solve common technical challenges. Whether you are seeking to enter the IT field or broaden your technical expertise, this course provides a well-rounded pathway to develop valuable skills that employers seek in today’s digital workplace. ________________________________________________________________________ Key Features: CPD Certified IT Support Technician With Complete Career Guide 10 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 Course Curriculum: Section 01: How People Use Computers Section 02: System Hardware Section 03: Device Ports and Peripherals Section 04: Data Storage and Sharing Section 05: Understanding Operating Systems Section 06: Setting Up and Configuring a PC Section 07: Setting Up and Configuring a Mobile Device Section 08: Managing Files Section 09: Using and Managing Application Software Section 10: Configuring Network and Internet Connectivity Section 11: IT Security Threat Mitigation Section 12: Computer Maintenance and Management Section 13: IT Troubleshooting Section 14: Understanding Databases Section 15: Developing and Implementing Software ________________________________________________________________________ Complete Career Guide for IT Support Technician (A to Z) This isn't just a course; it's your ticket to thriving in the sector and your roadmap to the Support Technician. In addition to mastering the essentials of IT Support Technician, you'll also gain valuable skills in CV writing, job searching, communication, leadership, and project management. These 9 complementary courses are designed to empower you at every stage of your journey. Stand out in your career, from crafting a winning CV to excelling in interviews. Develop the leadership skills to inspire your team and efficiently manage projects. This holistic approach ensures you're not just job-ready but career-ready. Enrol today, and let's build your success story together in IT Support Technician. Your dream career starts here! List of career guide courses included in IT Support Technician With Complete Career Guide: Course 01: Professional CV Writing and Job Searching Course 02: Communication Skills Training Course 03: Career Development Training Course 04: Time Management Course 05: Returning to Work Training Course 06: Level 3 Diploma in Project Management Course 07: Leadership Skills Course 08: Body Language Course 09: Interview and Recruitment ________________________________________________________________________ Learning Outcomes: Gain a comprehensive understanding of computer usage and applications. Acquire knowledge of system hardware and device peripherals. Learn to configure and set up PCs and mobile devices. Develop skills in managing files, applications, and network connectivity. Mitigate IT security threats and perform troubleshooting effectively. Familiarize yourself with database concepts and software development. ________________________________________________________________________ Accreditation All of our courses, including the IT Support Technician With Complete Career Guide, 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 IT Support Technician With Complete Career Guide, you will immediately be sent your digital certificates. Also, you can have your printed certificate delivered by post (shipping cost £3.99). Our certifications have no expiry dates, although we recommend renewing them every 12 months. Assessment At the end of the courses, 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. CPD 100 CPD hours / points Accredited by CPD Quality Standards Who is this course for? Individuals aspiring to become IT Support Technicians. Anyone seeking a foundational understanding of computer systems. Professionals aiming to enhance their IT skills and career prospects. Students pursuing a career in information technology. Those interested in troubleshooting and maintaining computer systems. Career path IT Support Technician - £20K to 30K/year. Network Administrator - £25K to 40K/year. Systems Analyst - £30K to 45K/year. Database Administrator - £25K to 40K/year. Software Developer - £30K to 50K/year. Certificates 10 CPD Accredited e-Certificates Digital certificate - Included 10 CPD Accredited Hard Copy Certificates Hard copy certificate - Included

This Heating, Ventilation & Air Conditioning (HVAC) Technician course offers a detailed exploration of the principles and systems behind modern climate control technologies. Designed to provide a solid grounding in the fundamentals of heating, ventilation, and air conditioning, it covers essential topics such as psychrometrics, refrigeration, compressors, and duct systems. With a strong focus on understanding the mechanisms and technical components that make HVAC systems effective, this course is an ideal pathway for anyone looking to deepen their knowledge in this vital field. Participants will also gain insight into the selection and operation of various HVAC systems, alongside important safety considerations within the industry. From heating fundamentals to advanced refrigeration techniques, this course equips learners with the theoretical expertise necessary to excel in HVAC environments. Whether for professional development or personal enrichment, this course offers clear, structured learning without the need for physical attendance, making it accessible to all interested in mastering HVAC technology. ________________________________________________________________________ Key Features: CPD Certified Heating, Ventilation & Air Conditioning (HVAC) Technician With Complete Career Guide 10 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 Course Curriculum: Module 01: Introduction to Heating, Ventilation & Air Conditioning (HVAC) Module 02: Heating Fundamentals and Psychrometrics Module 03: HVAC Systems Module 04: Heating and Ventilation Module 05: Air Conditioning Systems for HVAC Technicians Module 06: Compressors, Water Chillers, and Fans Module 07: Piping for HVAC Technician Module 08: Duct System in HVAC Module 09: Refrigeration and Refrigerants Module 10: Special Applications Module 11: HVAC System Selection Module 12: Safety in the HVAC Industry ________________________________________________________________________ Complete Career Guide for Heating, Ventilation & Air Conditioning (HVAC) Technician (A to Z) This isn't just a course; it's your ticket to thriving in the sector and your roadmap to the (HVAC) Technician. In addition to mastering the essentials of (HVAC) Technician, you'll also gain valuable skills in CV writing, job searching, communication, leadership, and project management. These 9 complementary courses are designed to empower you at every stage of your journey. Stand out in your career, from crafting a winning CV to excelling in interviews. Develop the leadership skills to inspire your team and efficiently manage projects. This holistic approach ensures you're not just job-ready but career-ready. Enrol today, and let's build your success story together in (HVAC) Technician. Your dream career starts here! List of career guide courses included in Heating, Ventilation & Air Conditioning (HVAC) Technician With Complete Career Guide: Course 01: Professional CV Writing and Job Searching Course 02: Communication Skills Training Course 03: Career Development Training Course 04: Time Management Course 05: Returning to Work Training Course 06: Level 3 Diploma in Project Management Course 07: Leadership Skills Course 08: Body Language Course 09: Interview and Recruitment ________________________________________________________________________ Learning Outcomes: Gain a comprehensive understanding of HVAC fundamentals and psychrometrics. Acquire knowledge of various HVAC systems and their applications. Master the principles of heating, ventilation, and air conditioning technologies. Develop proficiency in designing and implementing duct systems for HVAC. Learn the safe practices and protocols crucial in the HVAC industry. Enhance decision-making skills in selecting appropriate HVAC systems. ________________________________________________________________________ Accreditation All of our courses, including the Heating, Ventilation & Air Conditioning (HVAC) Technician With Complete Career Guide, 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 Heating, Ventilation & Air Conditioning (HVAC) Technician With Complete Career Guide, you will immediately be sent your digital certificates. Also, you can have your printed certificate delivered by post (shipping cost £3.99). Our certifications have no expiry dates, although we recommend renewing them every 12 months. Assessment At the end of the courses, 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. CPD 100 CPD hours / points Accredited by CPD Quality Standards Who is this course for? Individuals aspiring to become HVAC technicians. Those seeking in-depth knowledge of heating, ventilation, and air conditioning. Professionals looking to advance their skills in HVAC systems. Anyone interested in a career with a focus on HVAC safety. Career path HVAC Technician - £25K to 35K/year. HVAC Engineer - £30K to 45K/year. Refrigeration Technician - £28K to 38K/year. HVAC Project Manager - £35K to 50K/year. HVAC Sales Representative - £25K to 40K/year. Certificates 10 CPD Accredited e-Certificates Digital certificate - Included 10 CPD Accredited Hard Copy Certificates Hard copy certificate - Included

Are you ready to be at the helm, steering the ship into a realm where data is the new gold? In the infinite world of data, where information spirals at breakneck speed, lies a universe rich in potential and discovery: the domain of Data Science and Visualisation. This 'Certificate in Data Science and Visualisation with Machine Learning at QLS Level 3' course unravels the wonders of extracting meaningful insights using Python, the worldwide leading language of data experts. Harnessing the strength of Python, you'll delve deep into data analysis, experience the finesse of visualisation tools, and master the art of Machine Learning. The need to understand, interpret, and act on this data has become paramount, with vast amounts of data increasing the digital sphere. Envision a canvas where raw numbers are transformed into visually compelling stories, and machine learning models foretell future trends. This course provides a meticulous pathway for anyone eager to learn the data representation paradigms backed by Python's robust libraries. Dive into a curriculum rich with analytical explorations, visual artistry, and machine learning predictions. Learning Outcomes Understanding the foundations and functionalities of Python, focusing on its application in data science. Applying various Python libraries like NumPy and Pandas for effective data analysis. Demonstrating proficiency in creating detailed visual narratives using tools like matplotlib, Seaborn, and Plotly. Implementing Machine Learning algorithms in Python using scikit-learn, ranging from regression models to clustering techniques. Designing and executing a holistic data analysis and visualisation project, encapsulating all learned techniques. Exploring advanced topics, encompassing recommender systems and natural language processing with Python. Attaining the confidence to independently analyse complex data sets and translate them into actionable insights.   Video Playerhttps://studyhub.org.uk/wp-content/uploads/2021/03/Data-Science-and-Visualisation-with-Machine-Learning.mp400:0000:0000:00Use Up/Down Arrow keys to increase or decrease volume. Why buy this Certificate in Data Science and Visualisation with Machine Learning at QLS Level 3? Unlimited access to the course for a lifetime. Opportunity to earn a certificate accredited by the CPD Quality Standards after completing this course. Structured lesson planning in line with industry standards. Immerse yourself in innovative and captivating course materials and activities. Assessments are designed to evaluate advanced cognitive abilities and skill proficiency. Flexibility to complete the Certificate in Data Science and Visualisation with Machine Learning at QLS Level 3 Course at your own pace, on your own schedule. Receive full tutor support throughout the week, from Monday to Friday, to enhance your learning experience. Who is this Certificate in Data Science and Visualisation with Machine Learning at QLS Level 3 course for? Aspiring data scientists aiming to harness the power of Python. Researchers keen to enrich their analytical and visualisation skills. Analysts aiming to add machine learning to their toolkit. Developers striving to integrate data analytics into applications. Business professionals desiring data-driven decision-making capabilities. Career path Data Scientist: £55,000 - £85,000 Per Annum Machine Learning Engineer: £60,000 - £90,000 Per Annum Data Analyst: £30,000 - £50,000 Per Annum Data Visualisation Specialist: £45,000 - £70,000 Per Annum Natural Language Processing Specialist: £65,000 - £95,000 Per Annum Business Intelligence Developer: £40,000 - £65,000 Per Annum Prerequisites This Certificate in Data Science and Visualisation with Machine Learning at QLS Level 3 does not require you to have any prior qualifications or experience. You can just enrol and start learning. This Certificate in Data Science and Visualisation with Machine Learning at QLS Level 3 was made by professionals and it is compatible with all PC's, Mac's, tablets and smartphones. You will be able to access the course from anywhere at any time as long as you have a good enough internet connection. Certification After studying the course materials, there will be a written assignment test which you can take at the end of the course. After successfully passing the test you will be able to claim the pdf certificate for £4.99 Original Hard Copy certificates need to be ordered at an additional cost of £8. Endorsed Certificate of Achievement from the Quality Licence Scheme Learners will be able to achieve an endorsed certificate after completing the course as proof of their achievement. You can order the endorsed certificate for only £85 to be delivered to your home by post. For international students, there is an additional postage charge of £10. Endorsement The Quality Licence Scheme (QLS) has endorsed this course for its high-quality, non-regulated provision and training programmes. The QLS is a UK-based organisation that sets standards for non-regulated training and learning. This endorsement means that the course has been reviewed and approved by the QLS and meets the highest quality standards. Please Note: Studyhub is a Compliance Central approved resale partner for Quality Licence Scheme Endorsed courses. Course Curriculum Welcome, Course Introduction & overview, and Environment set-up Welcome & Course Overview 00:07:00 Set-up the Environment for the Course (lecture 1) 00:09:00 Set-up the Environment for the Course (lecture 2) 00:25:00 Two other options to setup environment 00:04:00 Python Essentials Python data types Part 1 00:21:00 Python Data Types Part 2 00:15:00 Loops, List Comprehension, Functions, Lambda Expression, Map and Filter (Part 1) 00:16:00 Loops, List Comprehension, Functions, Lambda Expression, Map and Filter (Part 2) 00:20:00 Python Essentials Exercises Overview 00:02:00 Python Essentials Exercises Solutions 00:22:00 Python for Data Analysis using NumPy What is Numpy? A brief introduction and installation instructions. 00:03:00 NumPy Essentials - NumPy arrays, built-in methods, array methods and attributes. 00:28:00 NumPy Essentials - Indexing, slicing, broadcasting & boolean masking 00:26:00 NumPy Essentials - Arithmetic Operations & Universal Functions 00:07:00 NumPy Essentials Exercises Overview 00:02:00 NumPy Essentials Exercises Solutions 00:25:00 Python for Data Analysis using Pandas What is pandas? A brief introduction and installation instructions. 00:02:00 Pandas Introduction 00:02:00 Pandas Essentials - Pandas Data Structures - Series 00:20:00 Pandas Essentials - Pandas Data Structures - DataFrame 00:30:00 Pandas Essentials - Handling Missing Data 00:12:00 Pandas Essentials - Data Wrangling - Combining, merging, joining 00:20:00 Pandas Essentials - Groupby 00:10:00 Pandas Essentials - Useful Methods and Operations 00:26:00 Pandas Essentials - Project 1 (Overview) Customer Purchases Data 00:08:00 Pandas Essentials - Project 1 (Solutions) Customer Purchases Data 00:31:00 Pandas Essentials - Project 2 (Overview) Chicago Payroll Data 00:04:00 Pandas Essentials - Project 2 (Solutions Part 1) Chicago Payroll Data 00:18:00 Python for Data Visualization using matplotlib Matplotlib Essentials (Part 1) - Basic Plotting & Object Oriented Approach 00:13:00 Matplotlib Essentials (Part 2) - Basic Plotting & Object Oriented Approach 00:22:00 Matplotlib Essentials (Part 3) - Basic Plotting & Object Oriented Approach 00:22:00 Matplotlib Essentials - Exercises Overview 00:06:00 Matplotlib Essentials - Exercises Solutions 00:21:00 Python for Data Visualization using Seaborn Seaborn - Introduction & Installation 00:04:00 Seaborn - Distribution Plots 00:25:00 Seaborn - Categorical Plots (Part 1) 00:21:00 Seaborn - Categorical Plots (Part 2) 00:16:00 Seborn-Axis Grids 00:25:00 Seaborn - Matrix Plots 00:13:00 Seaborn - Regression Plots 00:11:00 Seaborn - Controlling Figure Aesthetics 00:10:00 Seaborn - Exercises Overview 00:04:00 Seaborn - Exercise Solutions 00:19:00 Python for Data Visualization using pandas Pandas Built-in Data Visualization 00:34:00 Pandas Data Visualization Exercises Overview 00:03:00 Panda Data Visualization Exercises Solutions 00:13:00 Python for interactive & geographical plotting using Plotly and Cufflinks Plotly & Cufflinks - Interactive & Geographical Plotting (Part 1) 00:19:00 Plotly & Cufflinks - Interactive & Geographical Plotting (Part 2) 00:14:00 Plotly & Cufflinks - Interactive & Geographical Plotting Exercises (Overview) 00:11:00 Plotly & Cufflinks - Interactive & Geographical Plotting Exercises (Solutions) 00:37:00 Capstone Project - Python for Data Analysis & Visualization Project 1 - Oil vs Banks Stock Price during recession (Overview) 00:15:00 Project 1 - Oil vs Banks Stock Price during recession (Solutions Part 1) 00:18:00 Project 1 - Oil vs Banks Stock Price during recession (Solutions Part 2) 00:18:00 Project 1 - Oil vs Banks Stock Price during recession (Solutions Part 3) 00:17:00 Project 2 (Optional) - Emergency Calls from Montgomery County, PA (Overview) 00:03:00 Python for Machine Learning (ML) - scikit-learn - Linear Regression Model Introduction to ML - What, Why and Types.. 00:15:00 Theory Lecture on Linear Regression Model, No Free Lunch, Bias Variance Tradeoff 00:15:00 scikit-learn - Linear Regression Model - Hands-on (Part 1) 00:17:00 scikit-learn - Linear Regression Model Hands-on (Part 2) 00:19:00 Good to know! How to save and load your trained Machine Learning Model! 00:01:00 scikit-learn - Linear Regression Model (Insurance Data Project Overview) 00:08:00 scikit-learn - Linear Regression Model (Insurance Data Project Solutions) 00:30:00 Python for Machine Learning - scikit-learn - Logistic Regression Model Theory: Logistic Regression, conf. mat., TP, TN, Accuracy, Specificityetc. 00:10:00 scikit-learn - Logistic Regression Model - Hands-on (Part 1) 00:17:00 scikit-learn - Logistic Regression Model - Hands-on (Part 2) 00:20:00 scikit-learn - Logistic Regression Model - Hands-on (Part 3) 00:11:00 scikit-learn - Logistic Regression Model - Hands-on (Project Overview) 00:05:00 scikit-learn - Logistic Regression Model - Hands-on (Project Solutions) 00:15:00 Python for Machine Learning - scikit-learn - K Nearest Neighbors Theory: K Nearest Neighbors, Curse of dimensionality . 00:08:00 scikit-learn - K Nearest Neighbors - Hands-on 00:25:00 scikt-learn - K Nearest Neighbors (Project Overview) 00:04:00 scikit-learn - K Nearest Neighbors (Project Solutions) 00:14:00 Python for Machine Learning - scikit-learn - Decision Tree and Random Forests Theory: D-Tree & Random Forests, splitting, Entropy, IG, Bootstrap, Bagging. 00:18:00 scikit-learn - Decision Tree and Random Forests - Hands-on (Part 1) 00:19:00 scikit-learn - Decision Tree and Random Forests (Project Overview) 00:05:00 scikit-learn - Decision Tree and Random Forests (Project Solutions) 00:15:00 Python for Machine Learning - scikit-learn -Support Vector Machines (SVMs) Support Vector Machines (SVMs) - (Theory Lecture) 00:07:00 scikit-learn - Support Vector Machines - Hands-on (SVMs) 00:30:00 scikit-learn - Support Vector Machines (Project 1 Overview) 00:07:00 scikit-learn - Support Vector Machines (Project 1 Solutions) 00:20:00 scikit-learn - Support Vector Machines (Optional Project 2 - Overview) 00:02:00 Python for Machine Learning - scikit-learn - K Means Clustering Theory: K Means Clustering, Elbow method .. 00:11:00 scikit-learn - K Means Clustering - Hands-on 00:23:00 scikit-learn - K Means Clustering (Project Overview) 00:07:00 scikit-learn - K Means Clustering (Project Solutions) 00:22:00 Python for Machine Learning - scikit-learn - Principal Component Analysis (PCA) Theory: Principal Component Analysis (PCA) 00:09:00 scikit-learn - Principal Component Analysis (PCA) - Hands-on 00:22:00 scikit-learn - Principal Component Analysis (PCA) - (Project Overview) 00:02:00 scikit-learn - Principal Component Analysis (PCA) - (Project Solutions) 00:17:00 Recommender Systems with Python - (Additional Topic) Theory: Recommender Systems their Types and Importance 00:06:00 Python for Recommender Systems - Hands-on (Part 1) 00:18:00 Python for Recommender Systems - - Hands-on (Part 2) 00:19:00 Python for Natural Language Processing (NLP) - NLTK - (Additional Topic) Natural Language Processing (NLP) - (Theory Lecture) 00:13:00 NLTK - NLP-Challenges, Data Sources, Data Processing .. 00:13:00 NLTK - Feature Engineering and Text Preprocessing in Natural Language Processing 00:19:00 NLTK - NLP - Tokenization, Text Normalization, Vectorization, BoW. 00:19:00 NLTK - BoW, TF-IDF, Machine Learning, Training & Evaluation, Naive Bayes 00:13:00 NLTK - NLP - Pipeline feature to assemble several steps for cross-validation 00:09:00 Resources Resources - Data Science and Visualisation with Machine Learning 00:00:00 Order your QLS Endorsed Certificate Order your QLS Endorsed Certificate 00:00:00

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Step confidently into one of today’s most in-demand industries with the Dermatology Mini Bundle. This bundle is your competitive edge in the growing worlds of dermatology, beauty, public health, counselling, and proofreading—industries actively hiring skilled, versatile professionals. Whether you're breaking into skincare clinics, public outreach, wellness programs, or editorial support roles, this career-focused bundle positions you as the hireable choice. Don’t wait until the job market is saturated—get ahead while the demand is still hot. Description The Dermatology Mini Bundle is more than just a pathway into the beauty and wellness space—it's your passport to multi-sector employability. With its powerful combination of dermatology, beauty, public health, counselling, and proofreading, this bundle prepares you for roles that demand both precision and people skills. In clinical and cosmetic roles, dermatology knowledge makes you highly desirable. Clinics, wellness centers, and beauty companies are constantly hiring candidates with dermatology awareness. Meanwhile, the global beauty sector is booming, with demand for professionals who understand the care, science, and business of beauty—from salons to product consultation roles. Public health relevance has skyrocketed across sectors, and companies now prioritize candidates with public health insights. Roles in health promotion, skincare clinics, and community outreach all place a premium on professionals trained in public health concepts. In addition, communication-centric jobs in wellness and support services are increasingly hiring people with a grounding in counselling. Whether you're working in skin-focused emotional wellbeing or direct client communication, counselling gives you an employability edge. And behind every clinic, magazine, or online wellness site is someone responsible for clear, correct communication—that’s where proofreading comes in. Many entry and mid-level roles in the dermatology and beauty industries require proofreading skills for documentation, digital content, or client records. When combined, dermatology, beauty, public health, counselling, and proofreading make you more than versatile—they make you indispensable in a hiring landscape that values adaptability and professionalism. FAQ Q: Who is this bundle ideal for? Anyone looking to break into or level up in dermatology, beauty, public health, counselling, or proofreading-related careers. Q: Will this help me land a job? Definitely. The combination of dermatology, beauty, public health, counselling, and proofreading makes this bundle a powerful asset for employability in the wellness, communication, and skincare sectors. Q: What roles does this bundle prepare me for? Entry to mid-level roles in skincare clinics, beauty businesses, wellness programs, editorial work, and public outreach—particularly where dermatology, beauty, public health, counselling, or proofreading are valued. Q: Should I start now? Yes! The demand for professionals skilled in dermatology, beauty, public health, counselling, and proofreading is growing fast. The earlier you begin, the sooner you become job-ready.

The Fire & Security Engineer Course offers an essential foundation in fire safety principles tailored for professionals seeking to deepen their understanding of this critical field. Covering key areas such as fire safety legislation, effective fire safety measures, and emergency evacuation procedures, this course provides a clear, structured pathway to mastering the essential knowledge required in fire safety management. Each module is designed to deliver clear and precise information, enabling learners to confidently navigate the complexities of fire safety regulations and procedures. This online course is ideal for those who wish to enhance their knowledge without the need for physical attendance. The content is carefully developed to suit remote learning, providing flexible access to all course materials. Whether you are involved in facility management, security, or health and safety, this course equips you with a solid understanding of how to create safer environments and respond efficiently during fire emergencies. A strong grasp of fire safety legislation and measures is key to ensuring the safety of people and property, making this course a valuable addition to any professional portfolio. Key Benefits Accredited by CPD Instant e-certificate Fully online, interactive course Self-paced learning and laptop, tablet, smartphone-friendly 24/7 Learning Assistance Curriculum Module 01: Introduction to Fire Safety Module 02: Fire Safety Legislation Module 03: Measures of Fire Safety Module 04: Fire Emergency Evacuation Procedures Course Assessment You will immediately be given access to a specifically crafted MCQ test upon completing an online module. For each test, the pass mark will be set to 60%. Certificate Once you've successfully completed your 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. CPD 10 CPD hours / points Accredited by CPD Quality Standards Who is this course for? The Fire & Security Engineer training is ideal for highly motivated individuals or teams who want to enhance their skills and efficiently skilled employees. Requirements There are no formal entry requirements for the course, with enrollment open to anyone! Career path Learn the essential skills and knowledge you need to excel in your professional life with the help & guidance from our Fire & Security Engineer training. Certificates Certificate of completion Digital certificate - Included Certificate of completion Hard copy certificate - Included

If you are interested in renewable energies and sustainable energy technology? Then this Professional Diploma in Renewable Energy course is ideal for you! This course is intended to enhance your knowledge to make the world a better place by producing energy from renewable resources. Besides, you'll understand various alternative energy resources. You'll be provided with a strong base and information on different types of renewable energies that can be practised for the betterment of the environment. Course Highlights The price is for the whole course including final exam - no hidden fees Accredited Certificate upon successful completion at an additional cost Efficient exam system with instant results Track progress within own personal learning portal 24/7 customer support via live chat Professional Diploma in Renewable Energy has been given CPD accreditation and is one of the best-selling courses available to students worldwide. This valuable course is suitable for anyone interested in working in this sector or who simply wants to learn more about the topic. If you're an individual looking to excel within this field then Professional Diploma in Renewable Energy is for you. We've taken this comprehensive course and broken it down into several manageable modules which we believe will assist you to easily grasp each concept - from the fundamental to the most advanced aspects of the course. It really is a sure pathway to success. All our courses offer 12 months access and are designed to be studied at your own pace so you can take as much or as little time as you need to complete and gain the full CPD accredited qualification. And, there are no hidden fees or exam charges. We pride ourselves on having friendly and experienced instructors who provide full weekday support and are ready to help with any of your queries. So, if you need help, just drop them an email and await a speedy response. Furthermore, you can check the validity of your qualification and verify your certification on our website at anytime. So, why not improve your chances of gaining professional skills and better earning potential. Assessment and Certification 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. After you have successfully passed the final exam, you will be able to order an Accredited Certificate of Achievement at an additional cost of £19 for a PDF copy and £29 for an original print copy sent to you by post or for both £39. Career Path Not only does our CPD and CiQ accredited course look good on your CV, setting you apart from the competition, it can be used as a stepping stone to greater things. Further advance your learning, launch a new career or reinvigorate an existing one. On successful completion of this course, you have the potential to achieve an estimated salary of £37,500. The sky really is the limit. Course Curriculum Professional Diploma in Renewable Energy - Updated Version An Introduction to Sustainable Energy 00:17:00 Solar Energy: Thermal 00:15:00 Solar Energy: Photovoltaics 00:20:00 Wind Energy 00:27:00 Bioenergy 00:26:00 Geothermal Energy 00:22:00 Tidal Energy 00:23:00 Environmental Impacts: A Global and Regional Assessment 00:24:00 Renewable Energy and Sustainable Development 00:22:00 The Future of Renewable Energy in the UK into the 2020s and Beyond 00:20:00 Professional Diploma in Renewable Energy - Old Version Renewable Energy Introduction 00:30:00 What is Renewable Energy? 00:30:00 Types of Renewable Energy 00:15:00 Solar Power 00:30:00 Wind Power 01:00:00 Hydropower 01:00:00 Biofuel 00:30:00 The Possibilities of Renewable Energy 01:00:00 Conclusion 00:15:00 Lowering Energy Cost Introduction 00:15:00 Determining The Current Costs 00:15:00 Cost over Savings Analysis 01:00:00 Getting Started By Finding Your Biggest Needs 01:00:00 Start Small For Big Savings 01:00:00 You're Window Savings 02:00:00 The Fireplace Advantage 01:00:00 Energy Saving Habits to Develop 02:00:00 The Thermostat 01:00:00 Energy Star: Understanding What It is 02:00:00 Outside the Home: Landscaping For Energy Benefits 01:00:00 Alternative Sources of Fuel 01:00:00 The Energy Efficient New Home 00:30:00 Conclusion 00:15:00 Being Environmentally Friendly Introduction 01:00:00 Energy at Home 01:00:00 Reduce the Use of Paper Products 01:00:00 Transportation 01:00:00 Lawn Care & Organic Gardening 01:00:00 Additional Tips for a Greener You! 01:00:00 Let's Recap! 01:00:00 Recycle It! 01:00:00 Renewable Energy Applications Government Incentives 01:00:00 Renewable Energy Is Key to Fighting Climate Change 01:00:00 Energy Audits 01:00:00 LEED 01:00:00 BREEAM 01:00:00 EPC 01:00:00 How to Choose Your Renewable Energy Sources 01:00:00 The Advantages and Disadvantages of Renewable Energy 01:00:00 Solar Geometry 01:00:00 Solar Chimney 00:30:00 Solar Wall 00:30:00 PV/Thermal 00:10:00 Passive Solar Heating 01:00:00 Solar Water Heaters 00:30:00 Solar Photovoltaic Technology Basics 00:30:00 Other Energy Saving Technologies 00:15:00 Underground Thermal Energy Storage (UTES) 00:15:00 Combined Heat and Power 00:15:00 Trigeneration / CCHP 00:15:00 Rainwater Harvesting 00:15:00 Fuel Cell 00:15:00 Earth Duct 00:15:00 Light Pipe 00:15:00 Conclusion 00:15:00 Recommended Reading Recommended Reading: Professional Diploma in Renewable Energy 00:00:00 Mock Exam Mock Exam- Professional Diploma in Renewable Energy 00:30:00 Final Exam Final Exam- Professional Diploma in Renewable Energy 00:30:00