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Overview Uplift Your Career & Skill Up to Your Dream Job - Learning Simplified From Home! Kickstart your career & boost your employability by helping you discover your skills, talents and interests with our special Heatwave Health and Safety Tips Course. You'll create a pathway to your ideal job as this course is designed to uplift your career in the relevant industry. It provides professional training that employers are looking for in today's workplaces. The Heatwave Health and Safety Tips Course is one of the most prestigious training offered at StudyHub and is highly valued by employers for good reason. This Heatwave Health and Safety Tips Course has been designed by industry experts to provide our learners with the best learning experience possible to increase their understanding of their chosen field. This Heatwave Health and Safety Tips Course, like every one of Study Hub's courses, is meticulously developed and well researched. Every one of the topics is divided into elementary modules, allowing our students to grasp each lesson quickly. At StudyHub, we don't just offer courses; we also provide a valuable teaching process. When you buy a course from StudyHub, you get unlimited Lifetime access with 24/7 dedicated tutor support. Why buy this Heatwave Health and Safety Tips? Unlimited access to the course for forever Digital Certificate, Transcript, student ID all included in the price Absolutely no hidden fees Directly receive CPD accredited qualifications after course completion Receive one to one assistance on every weekday from professionals Immediately receive the PDF certificate after passing Receive the original copies of your certificate and transcript on the next working day Easily learn the skills and knowledge from the comfort of your home Certification After studying the course materials of the Heatwave Health and Safety Tips there will be a written assignment test which you can take either during or at the end of the course. After successfully passing the test you will be able to claim the pdf certificate for £5.99. Original Hard Copy certificates need to be ordered at an additional cost of £9.60. Who is this course for? This Heatwave Health and Safety Tips course is ideal for Students Recent graduates Job Seekers Anyone interested in this topic People already working in the relevant fields and want to polish their knowledge and skill. Prerequisites This Heatwave Health and Safety Tips does not require you to have any prior qualifications or experience. You can just enrol and start learning.This Heatwave Health and Safety Tips was made by professionals and it is compatible with all PC's, Mac's, tablets and smartphones. You will be able to access the course from anywhere at any time as long as you have a good enough internet connection. Career path As this course comes with multiple courses included as bonus, you will be able to pursue multiple occupations. This Heatwave Health and Safety Tips is a great way for you to gain multiple skills from the comfort of your home. Course Curriculum Module 1: Introduction to Heatwaves Introduction to Heatwaves 00:15:00 Module 2: Problems Caused by Heatwaves Problems Caused by Heatwaves 00:25:00 Module 3: Safeguarding and Prevention Safeguarding and Prevention 00:25:00 Assignment Assignment - Heatwave Health and Safety Tips 00:00:00

Enter the world of 'Heatwave: Health and Safety Tips,' a course that's not just about surviving in extreme heat, but thriving with knowledge and preparedness. Your first step, Module 01: Introduction to Heatwaves, will take you through an enlightening journey, exploring what heatwaves are and why they matter. It's a narrative that not only informs but also engages you with the nuances of this natural phenomenon. This isn't just a course; it's a guide to understanding the silent yet powerful impact of soaring temperatures on our lives and environments. Moving on to Module 02: Problems Caused by Heatwaves, you'll be introduced to a world where the heat does more than just make you sweat. Here, you'll uncover the less-discussed but crucial aspects of heatwaves - from health crises to infrastructural stress. This module will transform your perception, making you see heatwaves as a multifaceted challenge requiring informed responses. Finally, in Module 03: Safeguarding and Prevention, you step into the shoes of a protector - armed with knowledge and strategies to shield yourself and others from the brunt of heatwaves. This part of the course is your toolkit for safety, resilience, and proactive measures in the face of scorching temperatures. Learning Outcomes Grasp the fundamental concepts and causes of heatwaves. Identify the diverse problems and risks associated with extreme heat. Develop effective prevention and safeguarding techniques against heat-related issues. Equip yourself with emergency response skills for heatwave situations. Foster a comprehensive understanding of health and safety during heatwaves. Why choose this Heatwave: Health and Safety Tips course? Unlimited access to the course for a lifetime. Opportunity to earn a certificate accredited by the CPD Quality Standards and CIQ after completing this course. Structured lesson planning in line with industry standards. Immerse yourself in innovative and captivating course materials and activities. Assessments designed to evaluate advanced cognitive abilities and skill proficiency. Flexibility to complete the 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. Unlock career resources for CV improvement, interview readiness, and job success. Who is this Heatwave: Health and Safety Tips course for? Individuals seeking practical knowledge on heatwave safety. Professionals in health, safety, and emergency response roles. Educators and community leaders in heat-prone areas. Construction, agricultural, and outdoor workers. Event planners and organisers of outdoor activities. Career path Health and Safety Coordinator: £23,000 - £37,000 Emergency Services Personnel: £27,000 - £45,000 Environmental Health Practitioner: £29,000 - £47,000 Community Outreach Worker: £21,000 - £34,000 School Health and Safety Officer: £22,000 - £36,000 Outdoor Recreation Manager: £24,000 - £39,000 Prerequisites This Heatwave: Health and Safety Tips does not require you to have any prior qualifications or experience. You can just enrol and start learning.This Heatwave: Health and Safety Tips 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. Course Curriculum Module 01: Introduction to Heatwaves Introduction to Heatwaves 00:18:00 Module 02: Problems Caused by Heatwaves Problems Caused by Heatwaves 00:17:00 Module 03: Safeguarding and Prevention Safeguarding and Prevention 00:18:00

M&O of engineering plant and services is becoming more important to the success of the core business. To select the right M&O technique for specific plant and equipment it is necessary to know what options are available, what they deliver and how they should be implemented. This course will help you consider options and techniques that provide best value based on that thorough understanding of the business need. M&O will increasingly be required to demonstrate it is delivering the optimum of cost and value and the main purpose of the course is to show how this can be achieved. Note: this is a purely indicative list of topics that can be covered. The content, duration, objectives and material used would all be adapted to match your specific requirements. This course will help you: Determine what the business needs from the M&O service Determine the cost and value of the various M&O options Prepare and present the business case for the selected M&O strategy Introduce meaningful KPIs based on performance-based service by the M&O provider Undertake a review of current M&O and make recommendations for improvement Introduce energy and carbon management performance criteria in M&O Better deal with project risk and uncertainties Motivate others to deliver a reliable and cost effective M&O service Note: this is a purely indicative list of topics that can be covered. The content, duration, objectives and material used would all be adapted to match your specific requirements. 1 What is maintenance and what is operation? - their relative importance to the business 2 Comparison of the various maintenance options and techniques, including: Planned preventative Run to failure Condition monitoring Business focused Business critical Total productive Reliability centred maintenance 3 Forms of contracts and service, including: Comprehensive Input driven Output driven Limited replacement Performance based M&O 4 Selecting the right options and making the business case 5 Continuous commissioning as a tool for delivering best value 6 Case studies

Deal Price is Active! Save Now- £403! Offer Ends Soon; Hurry Up!! Health and Social Care Diploma provides an excellent opportunity to gain the skills and knowledge you'll need to advance in your career. Don't let your lifestyle limit your learning or your potential. Learn from industry professionals and quickly equip yourself with the specific knowledge and skills you need to excel in your chosen career through the course online training course. This Health and Social Care Diploma online training course is accredited by CPD with 10 CPD points for professional development. Students can expect to complete this training course in around 07 hours. You'll also get dedicated expert assistance from us to answer any queries you may have while studying our course. The Health and Social Care Diploma is broken down into several in-depth modules to provide you with the most convenient and rich learning experience possible. Upon successful completion of the course, you will receive an instant e-certificate as proof of the comprehensive skill development and competency. Add these amazing new skills to your resume and boost your employability by simply enrolling on this course. With this comprehensive course, you can achieve your dreams and train for your ideal career. The Health and Social Care Diploma provides students with an in-depth learning experience that they can work through at their own pace to enhance their professional development. You'll get a Free Student ID card by enrolling in this Health and Social Care Diploma. This ID card entitles you to discounts on bus tickets, movie tickets, and library cards. Enrolling on the Health and Social Care Diploma will ensure that you land your dream career faster than you thought possible. Stand out from the crowd and train for the job you want with the course program. Experts created the Health and Social Care Diploma to provide a rich and in-depth training experience for all students who enrol in it. Enrol in the course right now and you'll have immediate access to all of the materials. Then, from any internet-enabled device, access the materials and learn when it's convenient for you. Start your learning journey straight away with this course and take a step toward a brighter future! Why Prefer this course? Opportunity to earn a certificate accredited by CPD after completing this course Student ID card with amazing discounts - completely for FREE! (£10 postal charges will be applicable for international delivery) Standards-aligned lesson planning Innovative and engaging content and activities Assessments that measure higher-level thinking and skills Complete the program in your own time, at your own pace Each of our students gets full 24/7 tutor support *** Course Curriculum *** Health and Social Care Diploma Module 1. Introduction Module 2: Communication and its Relevance Module 3: Rights and Responsibilities Module 4: Role as A Caregiver and Healthcare Professional Module 5: Working in Health and Social Care; Promoting Equality, Diversity and Rights Module 6: Important Principles and Policies in Health and Social Care Work Module 7: Understanding Legal, Professional Standards of Practice and Ethical Aspects of Health Care Part - 1 Module 8: Understanding Legal, Professional Standards of Practice and Ethical Aspects of Health Care Part - 2 Module 9: Safeguarding Vulnerable Individuals Module 10: Health and Safety Responsibilities Module 11 : The Economics of Healthcare Module 12: Strategic Marketing Module 13: Managing Finance Module 14: Managing Service Delivery Assessment Process Once you have completed all the modules in the Health and Social Care Diploma, your skills and knowledge will be tested with an automated multiple-choice assessment. You will then receive instant results to let you know if you have successfully passed the course. CPD 10 CPD hours / points Accredited by CPD Quality Standards Who is this course for? Anyone interested in learning more about the topic is advised to take this course. This course is open to everybody. Requirements You will not need any prior background or expertise to enrol in this course. Career path After completing this course, you are to start your career or begin the next phase of your career. Certificates CPD Accredited Certificate Digital certificate - £10 CPD Accredited Certificate Hard copy certificate - £29 If you are an international student, then you have to pay an additional 10 GBP as an international delivery charge.

>>24 Hours Left! Don't Let the Winter Deals Slip Away - Enrol Now!<< Holiday Special Offer! These Courses Are Worth: £250; Save Instant £238! This Offer Is Valid Only for Today! The recent pandemic showed us why we need to focus more on our Health Social Care sector. If you're passionate about helping others and aiding those who need medical attention, then Health and Social Care would be an ideal place for you. The Diploma in Health Social Care course now comes to you accompanied by a 7 Premium Courses Bundle. Enrol this Health Social Care course now & get access to the following additional courses: Free Course 01: Mental Health Nursing Level 3 Free Course 02: Observation Skills for Carers Free Course 03: Diabetes Awareness (Type 1 and Type 2) Free Course 04: Dementia Care Level 2 Free Course 05: Family Support Worker Course Free Course 06: Anti-Social Behaviour Health & Social Care sector in the UK is huge, employing more than 2 million people in NHS, Care Homes or any other private or independent organisations. Enrol now and step into the world of endless opportunities. This Diploma in Health & Social Care at QLS Level 5course is Endorsed by The Quality Licence Scheme Accredited by CPDQS (with 150 CPD points) What Will You Learn from This Health Social Care Course? Fundamentals of Health Social Care Understand the rights & responsibilities of Health Social Care The roles & responsibilities of a caregiver & healthcare individual How to promote equality, diversity, & rights while working in the industry The principles of legal, standard practice & ethical aspects The framework of health & safety responsibilities How to deal with risks & threats Why Prefer This Diploma in Health & Social Care at QLS Level 5 Course? Get a Free QLS Endorsed Certificate upon completion of the course Get a free student ID card with this training program The course is affordable and simple to understand This course is entirely online, interactive lesson with voiceover audio Lifetime access to the course materials The training program comes with 24/7 tutor support *** Course Curriculum of Health Social Care *** Here are the topics you will cover in the Diploma in Health Social Care. Module 01: Introduction Module 02: Communication and its Relevance Module 03: Rights and Responsibilities Module 04: Role as A Caregiver and Healthcare Professional Module 05: Promoting Equality, Diversity and Rights Module 06: Important Principles and Policies Module 07: Understanding Legal, Professional Standards of Practice and Ethical Aspects of Health Care Part - 1 Module 08: Understanding Legal, Professional Standards of Practice and Ethical Aspects of Health Care Part - 2 Module 09: Safeguarding Vulnerable Individuals Module 10: Health and Safety Responsibilities Module 11: Risk Management Assessment Process of Diploma in Health & Social Care at QLS Level 5: You have to complete the assignment questions given at the end of the course and score a minimum of 60% to pass each exam. After passing the Diploma in Health & Social Care at QLS Level 5 exam, you will be able to request a certificate at an additional cost that has been endorsed by the Quality Licence Scheme. CPD 220 CPD hours / points Accredited by CPD Quality Standards Who is this course for? The Diploma in Health Social Care at QLS Level 5 is primarily for motivated learners looking to add a new skill to their CV and stand head and shoulders above the competition. Requirements You will not need any prior background or expertise to enrol in this Health Social Care course. Career path Adult Social Worker Healthcare Assistant Mental Health Nursing Certificates CPD QS Accredited Certificate Digital certificate - £10 Upon passing the Bundle, you need to order to receive a Digital Certificate for each of the courses inside this bundle as proof of your new skills that are accredited by CPD QS. Diploma in Health and Social Care at QLS Level 5 Hard copy certificate - £119 Show off Your New Skills with a Certificate of Completion After successfully completing the Diploma in Health and Social Care at QLS Level 5, you can order an original hardcopy certificate of achievement endorsed by the Quality Licence Scheme. The certificate will be home-delivered, with a pricing scheme of - 119 GBP inside the UK 129 GBP (including postal fees) for international delivery CPDQS Accredited Certificate Upon finishing the Health and Social Care Course, you will need to order to receive a certificate accredited by CPDQS that is recognised all over the UK and also internationally. The pricing schemes are - 29 GBP for Printed Hardcopy Certificate inside the UK 39 GBP for Printed Hardcopy Certificate outside the UK (international delivery)

Uplift Your Career & Skill Up to Your Dream Job - Learning Simplified From Home! Kickstart your career & boost your employability by helping you discover your skills, talents and interests with our special Level 3 Diploma in Health and Social Care Course. You'll create a pathway to your ideal job as this course is designed to uplift your career in the relevant industry. It provides professional training that employers are looking for in today's workplaces. The Level 3 Diploma in Health and Social Care Course is one of the most prestigious training offered at StudyHub and is highly valued by employers for good reason. This Level 3 Diploma in Health and Social Care Course has been designed by industry experts to provide our learners with the best learning experience possible to increase their understanding of their chosen field. This Level 3 Diploma in Health and Social Care Course, like every one of Study Hub's courses, is meticulously developed and well researched. Every one of the topics is divided into elementary modules, allowing our students to grasp each lesson quickly. At StudyHub, we don't just offer courses; we also provide a valuable teaching process. When you buy a course from StudyHub, you get unlimited Lifetime access with 24/7 dedicated tutor support. Why buy this Level 3 Diploma in Health and Social Care? Unlimited access to the course for a lifetime. Opportunity to earn a certificate accredited by the CPD Quality Standards and CIQ after completing this course. Structured lesson planning in line with industry standards. Immerse yourself in innovative and captivating course materials and activities. Assessments designed to evaluate advanced cognitive abilities and skill proficiency. Flexibility to complete the 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. Unlock career resources for CV improvement, interview readiness, and job success. Who is this course for? This Level 3 Diploma in Health and Social Care course is ideal for Students Recent graduates Job Seekers Anyone interested in this topic People already working in the relevant fields and want to polish their knowledge and skill. Career path As this course comes with multiple courses included as bonus, you will be able to pursue multiple occupations. This Level 3 Diploma in Health and Social Care is a great way for you to gain multiple skills from the comfort of your home. Prerequisites This Level 3 Diploma in Health and Social Care does not require you to have any prior qualifications or experience. You can just enrol and start learning. This course 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. Course Curriculum Level 3 Diploma in Health and Social Care Introduction to Health and Social Care 00:16:00 Communication and its Relevance 00:41:00 Rights and Responsibilities as a Health and Social Care Worker 00:39:00 Role as A Caregiver and Healthcare Professional 00:23:00 Working in Health and Social Care; Promoting Equality, Diversity and Rights 00:46:00 Important Principles and Policies in Health and Social Care Work 00:20:00 Understanding Legal, Professional Standards of Practice and Ethical Aspects of Health Care Part - 1 00:50:00 Understanding Legal, Professional Standards of Practice and Ethical Aspects of Health Care Part - 2 00:48:00 Safeguarding Vulnerable Individuals 00:49:00 Health and Safety Responsibilities 00:51:00 The Economics of Healthcare 00:11:00 Strategic Marketing for Health and Social Care 00:09:00 Managing Finance in Health and Social Care 00:21:00 Managing Service Delivery in Health and Social Care 00:11:00 Mock Exam Mock Exam - Level 3 Diploma In Health and Social Care 00:20:00 Final Exam Final Exam - Level 3 Diploma In Health and Social Care 00:20:00

Overview Learn about Health and Safety Executive (HSE) from industry experts and boost your professional skill. This Health and Safety Executive (HSE) course will enhance your skill and make you ready for the job market. You'll get expert opinions about the best practices and problems of Health and Safety Executive (HSE). You'll also gain the skills of Health and Safety Executive (HSE) to excel in your job and tips to master professional skills in no time.  You'll be connected with the community of Health and Safety Executive (HSE) professionals and gain first-hand experience of Health and Safety Executive (HSE) problem-solving. The Health and Safety Executive (HSE)  is self-paced. You can complete your course and attend the examination in your suitable schedule. After completing the Health and Safety Executive (HSE), you'll be provided with a CPD accredited certificate which will boost your CV and help you get your dream job.  This Health and Safety Executive (HSE) will provide you with the latest information and updates of Health and Safety Executive (HSE). It will keep you one step ahead of others and increase your chances of growth. Why buy this Health and Safety Executive (HSE)? Unlimited access to the course for forever Digital Certificate, Transcript, student ID all included in the price Absolutely no hidden fees Directly receive CPD accredited qualifications after course completion Receive one to one assistance on every weekday from professionals Immediately receive the PDF certificate after passing Receive the original copies of your certificate and transcript on the next working day Easily learn the skills and knowledge from the comfort of your home Certification After studying the course materials of the Health and Safety Executive (HSE) you will be able to take the MCQ test that will assess your knowledge. After successfully passing the test you will be able to claim the pdf certificate for £5.99. Original Hard Copy certificates need to be ordered at an additional cost of £9.60. Who is this course for? This Health and Safety Executive (HSE) does not require you to have any prior qualifications or experience. You can just enrol and start learning.  Prerequisites This Health and Safety Executive (HSE) was made by professionals and it is compatible with all PC's, Mac's, tablets and smartphones. You will be able to access the course from anywhere at any time as long as you have a good enough internet connection. Career path As this course comes with multiple courses included as bonus, you will be able to pursue multiple occupations. This Health and Safety Executive (HSE) is a great way for you to gain multiple skills from the comfort of your home. Course Curriculum Health and Safety Executive (HSE) Health and Safety at Work and the Laws 00:23:00 Managing for Health and Safety 00:42:00 Risk Assessment and Common Risks 00:21:00 Workplace Health, Safety and Welfare 00:19:00 Accidents and Ill Health at Work 00:17:00 Electrical, Fire and Gas Safety 00:25:00 Safety in Different Work Settings 00:21:00 Work Equipment Hazards and Risk Control 00:22:00 Other Health and Safety Hazards at Work 00:23:00 Mock Exam Mock Exam - Health and Safety Executive (HSE) 00:20:00 Final Exam Final Exam - Health and Safety Executive (HSE) 00:20:00

Duration 5 Days 30 CPD hours This course is intended for This course is designed for students who want to learn the R programming language, particularly students who want to leverage R for data analysis and data science tasks in their organization. The course is also designed for students with an interest in applying statistics to real-world problems. A typical student in this course should have several years of experience with computing technology, along with a proficiency in at least one other programming language. Overview In this course, you will use R to perform common data science tasks.You will: Set up an R development environment and execute simple code. Perform operations on atomic data types in R, including characters, numbers, and logicals. Perform operations on data structures in R, including vectors, lists, and data frames. Write conditional statements and loops. Structure code for reuse with functions and packages. Manage data by loading and saving datasets, manipulating data frames, and more. Analyze data through exploratory analysis, statistical analysis, and more. Create and format data visualizations using base R and ggplot2. Create simple statistical models from data. In our data-driven world, organizations need the right tools to extract valuable insights from that data. The R programming language is one of the tools at the forefront of data science. Its robust set of packages and statistical functions makes it a powerful choice for analyzing data, manipulating data, performing statistical tests on data, and creating predictive models from data. Likewise, R is notable for its strong data visualization tools, enabling you to create high-quality graphs and plots that are incredibly customizable. This course will teach you the fundamentals of programming in R to get you started. It will also teach you how to use R to perform common data science tasks and achieve data-driven results for the business. Lesson 1: Setting Up R and Executing Simple Code Topic A: Set Up the R Development Environment Topic B: Write R Statements Lesson 2: Processing Atomic Data Types Topic A: Process Characters Topic B: Process Numbers Topic C: Process Logicals Lesson 3: Processing Data Structures Topic A: Process Vectors Topic B: Process Factors Topic C: Process Data Frames Topic D: Subset Data Structures Lesson 4: Writing Conditional Statements and Loops Topic A: Write Conditional Statements Topic B: Write Loops Lesson 5: Structuring Code for Reuse Topic A: Define and Call Functions Topic B: Apply Loop Functions Topic C: Manage R Packages Lesson 6: Managing Data in R Topic A: Load Data Topic B: Save Data Topic C: Manipulate Data Frames Using Base R Topic D: Manipulate Data Frames Using dplyr Topic E: Handle Dates and Times Lesson 7: Analyzing Data in R Topic A: Examine Data Topic B: Explore the Underlying Distribution of Data Topic C: Identify Missing Values Lesson 8: Visualizing Data in R Topic A: Plot Data Using Base R Functions Topic B: Plot Data Using ggplot2 Topic C: Format Plots in ggplot2 Topic D: Create Combination Plots Lesson 9: Modeling Data in R Topic A: Create Statistical Models in R Topic B: Create Machine Learning Models in R

Duration 3 Days 18 CPD hours This course is intended for This course is geared for Python experienced attendees who wish to learn and use basic machine learning algorithms and concepts. Students should have skills at least equivalent to the Python for Data Science courses we offer. Overview Working in a hands-on learning environment, guided by our expert team, attendees will learn to Understand the main concepts and principles of predictive analytics Use the Python data analytics ecosystem to implement end-to-end predictive analytics projects Explore advanced predictive modeling algorithms w with an emphasis on theory with intuitive explanations Learn to deploy a predictive model's results as an interactive application Learn about the stages involved in producing complete predictive analytics solutions Understand how to define a problem, propose a solution, and prepare a dataset Use visualizations to explore relationships and gain insights into the dataset Learn to build regression and classification models using scikit-learn Use Keras to build powerful neural network models that produce accurate predictions Learn to serve a model's predictions as a web application Predictive analytics is an applied field that employs a variety of quantitative methods using data to make predictions. It involves much more than just throwing data onto a computer to build a model. This course provides practical coverage to help you understand the most important concepts of predictive analytics. Using practical, step-by-step examples, we build predictive analytics solutions while using cutting-edge Python tools and packages. Hands-on Predictive Analytics with Python is a three-day, hands-on course that guides students through a step-by-step approach to defining problems and identifying relevant data. Students will learn how to perform data preparation, explore and visualize relationships, as well as build models, tune, evaluate, and deploy models. Each stage has relevant practical examples and efficient Python code. You will work with models such as KNN, Random Forests, and neural networks using the most important libraries in Python's data science stack: NumPy, Pandas, Matplotlib, Seabor, Keras, Dash, and so on. In addition to hands-on code examples, you will find intuitive explanations of the inner workings of the main techniques and algorithms used in predictive analytics. The Predictive Analytics Process Technical requirements What is predictive analytics? Reviewing important concepts of predictive analytics The predictive analytics process A quick tour of Python's data science stack Problem Understanding and Data Preparation Technical requirements Understanding the business problem and proposing a solution Practical project ? diamond prices Practical project ? credit card default Dataset Understanding ? Exploratory Data Analysis Technical requirements What is EDA? Univariate EDA Bivariate EDA Introduction to graphical multivariate EDA Predicting Numerical Values with Machine Learning Technical requirements Introduction to ML Practical considerations before modeling MLR Lasso regression KNN Training versus testing error Predicting Categories with Machine Learning Technical requirements Classification tasks Credit card default dataset Logistic regression Classification trees Random forests Training versus testing error Multiclass classification Naive Bayes classifiers Introducing Neural Nets for Predictive Analytics Technical requirements Introducing neural network models Introducing TensorFlow and Keras Regressing with neural networks Classification with neural networks The dark art of training neural networks Model Evaluation Technical requirements Evaluation of regression models Evaluation for classification models The k-fold cross-validation Model Tuning and Improving Performance Technical requirements Hyperparameter tuning Improving performance Implementing a Model with Dash Technical requirements Model communication and/or deployment phase Introducing Dash Implementing a predictive model as a web application Additional course details: Nexus Humans Hands-on Predicitive Analytics with Python (TTPS4879) 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 Hands-on Predicitive Analytics with Python (TTPS4879) 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.