2766 HR (Human Resources) courses near Basildon delivered On Demand

CPD Accredited | Career Oriented Learning Modules | 24x7 Tutor Support | Lifetime Access

CPD Accredited | Career Oriented Learning Modules | 24x7 Tutor Support | Lifetime Access

Learn how to provide emotional and physical support to new and expectant parents during their most vulnerable moments when you take this Birth Doula course. A doula is a special pregnancy companion who aims to help families have a safe and positive experience during the whole labour and postpartum months. Many parents find a doula's involvement to be crucial to their well-being, and you can be taught the disciplines needed to take on this unique role. As doulas provide advice and a continuous supportive role, without making medical decisions on behalf of their clients, they are much sought-after as advocates and mediators during pregnancy. You will therefore be taught all the educational requirements needed to identify and manage conditions associated with pregnancy. Along with antenatal examinations, you will also learn how to support the mental health of prospective parents, with special consideration given to empathy, comforting, and communication. Key Topics to Be Covered by Birth Doula Course Defining the roles and responsibilities of a doula Performing antenatal care and recognising symptoms during pregnancy Supporting a woman during the latter stages of labour Screening new-borns and providing infant care Comforting and supporting families during stressful moments Learn from industry professionals and quickly equip yourself with the specific knowledge and skills you need to excel in your chosen career through this online training course. You'll get a free Student ID card by enrolling in this course. This ID card entitles you to discounts on bus tickets, movie tickets, and library cards. Enrolling on this course 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 this program. Why Prefer this Birth Doula 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) Get instant access to this Birth Doula course. Learn Birth Doula from anywhere in the world Birth Doula is affordable and simple to understand Birth Doula is entirely online, interactive lesson with voiceover audio Lifetime access to the Birth Doula course materials Birth Doula comes with 24/7 tutor support Birth Doula Diploma - CPD Certified With this comprehensive Birth Doula course, you can achieve your dreams and train for your ideal career. The Birth Doula course provides students with an in-depth learning experience that they can work through at their own pace to enhance their professional development. The Birth Doula course covers everything you need in order to progress in your chosen career. Start your learning journey straight away with this course and take a step toward a brighter future! **** Course Curriculum **** >> Birth Doula Course << Module 01: Introduction to Birth Doula Defining Doula Child Birth and Doula Why Women Need a Doula? Outcomes of Doula Module 02: A Woman's Body in Pregnancy A Woman's Sexual and Reproductive Parts How a Woman Becomes Pregnant How the Baby Grows Infertility Menopause Module 03: Antenatal Care during Pregnancy Working during Pregnancy Dietary Information and Education Complementary Therapies Exercise in Pregnancy Module 04: Management of Common Symptoms of Pregnancy Nausea and Vomiting Constipation Heartburn Vaginal Discharge Backache Varicose Veins Module 05: Clinical Examination of Pregnant Women Weight and Body Mass Index Breast Examination Pelvic Examination Female Genital Mutilation Domestic Violence Module 06: Care of a Woman During Labour What Is Labour? Signs of Labour Four Stages of Labour What Can Help the Mother Stay Comfortable during Labour? Module 07: Postpartum Care Recovering from Delivery Physical Changes Regaining a Healthy Weight and Shape Feeling Blue Module 08: Screening Newborn Baby What Newborns Look Like Medical Care for Newborn Newborn Screening Disorders Included in Newborn Screening Module 09: Infant Care Newborn Care Infant Feeding Bathing the Baby Burping the Baby Module 10: Mental Health of the Mother Pregnancy, Childbirth and Mental Health Risk of Suicide Common Maternal Mental Health Disorders Module 11: Grief and Bereavement Understanding Loss and Grief Accepting the Reality of the Loss Working through the Pain of Grief Emotionally Relocating the Deceased and Moving on with Life Breaking Bad News Module 12: Contraception and Family Planning What Is Meant by 'Family Planning'? Appropriate Timing of Advice Psychosexual Issues Methods of Contraception Module 13: Effective Communication Communication Skills Types of Communication Communication - What Is Your Style? Module 14: Empathy and Comfort Skills Empathy Comfort Principles Awareness of Cultural Differences in the Expression of Distress Specific Principles Module 15: Ethics in Doula What Is Ethics? Why Is Ethics Important? How Are Dilemmas Solved? Summary Assessment Process of Birth Doula Diploma Once you have completed all the modules in this course, you can assess your skills and knowledge with an optional assignment. Our expert trainers will assess your assignment and give you feedback afterwards. CPD 10 CPD hours / points Accredited by CPD Quality Standards Who is this course for? Birth Doula Diploma - CPD Certified Anyone interested in learning more about the topic is advised to take this Birth Doula course. This course is open to everybody. Requirements Birth Doula Diploma - CPD Certified You will not need any prior background or expertise to enrol in this Birth Doula course. Career path Birth Doula Diploma - CPD Certified After completing this Birth Doula 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.

Coaching and Mentoring course will help you to become an effective corporate coach. You will learn different coaching skills and models.

Elevate workplace safety with our Fire Safety at Work course. Learn essential fire science, identify hazards, master fire prevention techniques, and understand legal requirements. Ideal for ensuring a safe and compliant workplace environment.

Description: The reality is there's continually some little way you can enhance for yourself and other individuals. No matter how experienced you think you are, there will still be unending little things you can do to improve a move to make yourself improve. You have to find the indicators that will tell you that you are actually moving forward and that you have developed in every aspect of your life. In this course, you will be able to become empowered to develop yourself and putting yourself out there to improve to its maximum potential. You will be able to do self-development through visualization and affirmation in this course by picturing yourself in the scene that has helped many individuals throughout the years develop a positive personality. Through perception, one can go any place rationally and utilize the implementers by affirming what they need from life, to arrive. Utilizing the perception and affirmatives provided in this course, you can advance toward a positive future while building up your internal identity. Self-advancement begins in the womb and conveys forward over the span of one's life. All through this stage, one learns, while picking up information from encounters and occasions seen by the eye. Who is the course for? Professionals, Trainers, and Individuals who want to be expert in positive self-development. Anyone who wants to know to manage their life and self-development. Entry Requirement: This course is available to all learners, of all academic backgrounds. Learners should be aged 16 or over to undertake the qualification. Good understanding of English language, numeracy and ICT are required to attend this course. Assessment:  At the end of the course, you will be required to sit an online multiple-choice test. Your test will be assessed automatically and immediately so that you will instantly know whether you have been successful. Before sitting for your final exam you will have the opportunity to test your proficiency with a mock exam. Certification: After you have successfully passed the test, you will be able to obtain an Accredited Certificate of Achievement. You can however also obtain a Course Completion Certificate following the course completion without sitting for the test. Certificates can be obtained either in hard copy at a cost of £39 or in PDF format at a cost of £24. PDF certificate's turnaround time is 24 hours and for the hardcopy certificate, it is 3-9 working days. Why choose us? Affordable, engaging & high-quality e-learning study materials; Tutorial videos/materials from the industry leading experts; Study in a user-friendly, advanced online learning platform; Efficient exam systems for the assessment and instant result; The UK & internationally recognized accredited qualification; Access to course content on mobile, tablet or desktop from anywhere anytime; The benefit of career advancement opportunities; 24/7 student support via email. Career Path: Level 2 Certificate in Self Development will be useful and would be beneficial for every kind of occupations and careers like: Employees General Managers Management Directors Top Executives And Much More. Development of the Self Self Development through Visualization and Affirmation 01:00:00 Hints in Affirmation and Visualization 01:00:00 Development for Affirmation and Visualization 00:45:00 How to Build Critical Thinking Skills 01:00:00 Visualizing Problems with Affirmations 00:30:00 Development Evaluation in Affirmation and Visualization 00:30:00 Practice Development through Visualization and Affirmation 01:00:00 Self-Development Procedures through Visualization 01:00:00 Development thru Visualization of Problems in Affirmation 01:00:00 Process of Affirmation through Development Visualization 01:00:00 Sense of Development thru Affirmation and Visualization 01:00:00 Natural Development thru Affirmation and Visualization 01:00:00 Visualization through Development Affirmation 01:00:00 Choices in Development thru Affirmation and Visualization 01:00:00 Development thru Argument Affirmation and Visualization 01:00:00 Visualization in Development of Affirmation 01:00:00 Revolutionary Development thru Visualization and Affirmation 00:30:00 Focus for Development thru Visualization and Affirmation 01:00:00 Visualization Music thru Affirmation Development 01:30:00 Energy Development thru Visualization and Affirmation 01:00:00 Relax with Development thru Affirmative Visualization 01:00:00 New Age Development in Affirmative Visualization 01:00:00 Conclusion 00:15:00 Development of Self Esteem INTRODUCTION 01:00:00 LOW SELF-ESTEEM? Why It Occurs? 01:00:00 YOUR LACK OF SELF-ESTEEM 01:00:00 SELF ESTEEM - GETTING TO THE Root OF THE ISSUE 01:00:00 SELF-ESTEEM AND THE INNER VOICE 01:00:00 YOU GET WHAT YOU PROJECT 01:00:00 SELF-ESTEEM BUILDING EXERCISES 01:00:00 WHERE, WHEN AND HOW TO BUILD SELF-ESTEEM 01:00:00 CONCLUSION 00:30:00 Being Assertive Module One - Getting Started 01:00:00 Module Two - What Does Self-Confidence Mean To You 01:00:00 Module Three - Obstacles to Our Goals 01:00:00 Module Four - Communication Skills 01:00:00 Module Five - The Importance of Goal Setting 01:00:00 Module Six - Feeling the Part 01:00:00 Module Seven - Looking the Part 01:00:00 Module Eight - Sounding the Part 01:00:00 Module Nine - Powerful Presentations 00:30:00 Module Ten - Coping Techniques 01:00:00 Module Eleven - Dealing with Difficult Behavior 00:30:00 Module Twelve - Wrapping Up 00:15:00 Mock Exam Mock Exam- Level 2 Certificate in Self Development 00:20:00 Final Exam Final Exam- Level 2 Certificate in Self Development 00:20:00 Certificate and Transcript Order Your Certificates and Transcripts 00:00:00

This Business Development course is designed for Business Developers, Analysts, Consultants, Administrators, Advisors, Office Managers, Line Managers, Administration Managers, Directors,Project Managers. This thoroughly guided course will take you through marketing, common marketing types, successful planning which will lead to business development, process, supply chain, project and procurement management, business analysis planning and monitoring, planning and forecasting operations. You will also learn strategic analysis, analysing problems, analysing solutions, strategic development, selecting solutions, retail pricing, selling in multiple channels and generating solutions using the blink method, six thinking hats, brainwriting, mind mapping and many more. Additionally, we will ensure you explore and gain communication skills, time and conflict management skills, administrative skills, identifying and managing risks through risk assessment and various negotiation techniques. Lastly, you will grasp talent and quality management skills, brainstorming skills, and etiquette skills that will help you represent your boss and your company. Learning Outcomes By the end of the course, learners will be able to: Deepen their knowledge on how to plan for business development effectively Familiarise themselves with process and supply chain management Get familiar with procurement, purchasing and project management Learn how to set retail pricing and selling in multiple channels Acquire the skills required to conduct strategic analysis, planning and monitoring Know how to analyse issues and come up with the right solution with a complete analysis Learn and gain various skills like negotiation techniques, communication skills, brainstorming skills and many more Know etiquettes that will help build strong business relationships Key Features of the Business Development Course: CPD Certified Instant e-certificate and hard copy dispatch by next working day Fully online, interactive course with audio voiceover Self-paced learning and laptop, tablet, smartphone-friendly 24/7 Learning Assistance Discounts on bulk purchases *** Additional Gifts *** Free Life Coaching Course *** (Offer Ends Soon) *** Course Curriculum The detailed curriculum outline of this course is as follows: ***Business Development*** Module 1: Business Development and Succession Planning SWOT Analysis Understanding the value of Succession Planning Development of a Succession Plan Module 2: Process Management Elements of Enterprise Content Management Business Process Re-Engineering Model The Business Process Management Life Cycle Module 3: Supply Chain Management The Structure of a Supply Chain Flows of Supply Chain Module 4: Planning & Forecasting Operations Demand and Forecasting Forecasting Methods Aggregate Planning Planning for Product Pricing Credit Risk Management Module 5: Procurement & Purchasing Management Objectives of Procurement Procurement Organisation Objectives of Purchase Logistics Design Module 6: Project Management Constraints of a Project Understanding the Project Life Cycle Module 7: Retail Pricing Retail Market Levels - Mass Market, Middle-Market and Luxury Retail Pricing - Objectives and Strategies Price Elasticity Markdowns: Seasonal Sales, Reductions and Offers Module 8: Business Analysis Planning and Monitoring Module 9 Strategic Analysis and Product Scope Strategy Development Porter's Five Forces model Competitive Strategy Analysis Module 10: Quality Management Creating the Quality Management Plan Implementing Quality Project Management Benefit/Cost Analysis Quality Assurance Applying Quality Control Implementation Module 11: Management Skills for Leading Your Team Dealing With Issues Within Your Team The Art of Correct Communication Module 12: Selling in Multiple Channels Mail order Direct marketing Online retailing Consumer engagement Long-tail effect Fulfilment and delivery systems Multichannel retailing Module 13: Representing Your Boss and Company Leadership Competence Anatomy Five Stages of Competence Aspects of Competence Importance of Professionalism at Work Module 14: Preparing for Brainstorming Removing Mental Blocks Stimulating Creativity Module 15: Generating Solutions (I) Brainwriting and Mind Mapping Duncker Diagrams Module 16: Generating Solutions (II) The Morphological Matrix The Six Thinking Hats The Blink Method Module 17: Analysing Solutions Analysing Wants and Needs Using Cost/Benefit Analysis Module 18: Selecting a Solution Doing a Final Analysis Paired Comparison Analysis Module 19: Negotiation Techniques Basic Types of Negotiations Phases of Negotiation Negotiation Techniques Strategies for Identifying Mutual Gain Effective Negotiation Practise Negotiation on Behalf of Others Module 20: Communication Skills Effective Listening Skills Verbal Communication Non-Verbal Communication Communication Strategies Module 21: Skills of an Effective Administrator The 'Three Skills Approach' Technical Skills Human Skills Conceptual Skills Module 22: What is Marketing? Module 23: Common Marketing Types (I) Direct Marketing Active Marketing Incoming Marketing Outgoing Marketing Module 24: Common Marketing Types (II) Guerrilla Marketing B2B Marketing B2C Marketing Promotional Marketing Module 25: Conflict Management Introduction Understand the Keys to Conflict How Misunderstandings Arise and the Solution Personality Types in Conflict Escalation of Conflict De-escalating Conflict Closing Section Module 26: Talent Management Module 27: Time Management Prioritising the Workload The Pareto Principle and Tips Module 28: Managing Risk and Recovery Creating the Risk Management Plan Identifying Risks Module 29: Business Etiquette Business Etiquette and Corporate Culture Builds Strong Relationships Accreditation All of our courses, including this course, are fully accredited, providing you with up-to-date skills and knowledge and helping you to become more competent and effective in your chosen field. Certification Once you've successfully completed your course, you will immediately be sent a digital certificate. Also, you can have your printed certificate delivered by post (shipping cost £3.99). Our certifications have no expiry dates, although we do recommend that you renew them every 12 months. Assessment At the end of the course, there will be an online assessment, which you will need to pass to complete the course. Answers are marked instantly and automatically, allowing you to know straight away whether you have passed. If you haven't, there's no limit on the number of times you can take the final exam. All this is included in the one-time fee you paid for the course itself. CPD 10 CPD hours / points Accredited by CPD Quality Standards Who is this course for? Anyone with a knack for learning new skills can take this course. While this comprehensive training is popular for preparing people for job opportunities in the relevant fields, it also helps to advance your career for promotions. Requirements Learners do not require any prior qualifications to enrol on this course. Career path This course will lead you to many different career opportunities, here are few prospects: Business Developer: £46,000 - £60,000 per annum Analyst: £40,000 - £65,000 per annum Consultant: £52,000 - £66,000 per annum Project Manager: £46,000 - £70,000 per annum Certificates Certificate of completion Digital certificate - Included Certificate of completion Hard copy certificate - Included You will get the hard copy certificates for Free! The delivery charge of the hard copy certificate inside the UK is £3.99 each.

Delve into the world of library and information science with this thoughtfully designed course. Whether you are looking to start a career in library management or enhance your knowledge, this course provides the necessary insights into the core principles and practices that define the sector. From understanding information management systems to exploring the role of libraries in the digital age, this course is a comprehensive introduction to the field. Throughout your learning journey, you will gain a deeper understanding of how libraries function in modern society and the growing importance of information management. You will explore various aspects, such as cataloguing, archiving, digital resource management, and the evolving role of libraries in education and community engagement. This course aims to provide a strong foundation, enabling learners to better understand and contribute to the ever-expanding realm of library and information science, all in an entirely online format designed to fit into your lifestyle. Key Features CPD Accredited FREE PDF + Hardcopy certificate Fully online, interactive course Self-paced learning and laptop, tablet and smartphone-friendly 24/7 Learning Assistance Discounts on bulk purchases Course Curriculum Module 01: Introduction to Library and Information Science Module 02: Information Science A Service Perspective Module 03: Information Professionals on the Job Module 04: Information Policy Module 05: Information Organisation Module 06: The Data Librarian Module 07: Human Resources Functions in the Library Module 08: Digital and Virtual Libraries Module 09: Library Legislation Learning Outcomes Analyse information policies for effective library operations. Apply human resource functions in a library context. Navigate digital and virtual libraries proficiently. Demonstrate expertise in information organisation techniques. Acquire skills relevant to the role of a data librarian. Interpret and comply with library legislation and regulations. Accreditation This course is CPD Quality Standards (CPD QS) accredited, providing you with up-to-date skills and knowledge and helping you to become more competent and effective in your chosen field. Certificate After completing this course, you will get a FREE Digital Certificate from Training Express. CPD 10 CPD hours / points Accredited by CPD Quality Standards Who is this course for? Individuals aspiring to work in library and information science. Students seeking a foundational understanding of information management. Professionals in related fields looking to expand their expertise. Graduates aiming for a career in digital and virtual libraries. Those interested in the legal aspects of library operations. Data enthusiasts aspiring to become proficient data librarians. Individuals keen on contributing to effective information policy. Human resource professionals exploring opportunities in library settings. Career path Library Information Officer Digital Librarian Data Management Specialist Information Policy Analyst Virtual Library Coordinator Human Resources Assistant in a Library Setting Certificates Digital certificate Digital certificate - Included Once you've successfully completed your course, you will immediately be sent a FREE digital certificate. Hard copy certificate Hard copy certificate - Included Also, you can have your FREE printed certificate delivered by post (shipping cost £3.99 in the UK). For all international addresses outside of the United Kingdom, the delivery fee for a hardcopy certificate will be only £10. Our certifications have no expiry dates, although we do recommend that you renew them every 12 months.

The International Development Diploma Level 3 provides a comprehensive understanding of key concepts, challenges, and actors involved in international development. The course covers topics such as global health, governance, gender, poverty, economic development, environment, migration, and theories of development. Learning Outcomes: Analyze the measurement and ethical considerations in international development practices. Understand the relationship between governance and development and its impact on societies. Explore the intersection of global health issues and their significance in development efforts. Examine the role of gender in development and strategies for promoting gender equality. Investigate global poverty, inequality, and their implications for development initiatives. Gain insights into economic development strategies and their effects on different economies. Recognize the importance of environmental sustainability in the context of development projects. Explore the role of innovation and technology in driving positive development outcomes. Understand the impact of international migration on development patterns and challenges. Study various theories of development and their relevance to global development processes. Identify key international development actors and their roles in shaping development agendas. Why buy this International Development Diploma Level 3? 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 International Development Diploma Level 3 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 International Development Diploma Level 3 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 International Development Diploma Level 3 does not require you to have any prior qualifications or experience. You can just enrol and start learning.This International Development Diploma 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. Career path As this course comes with multiple courses included as bonus, you will be able to pursue multiple occupations. This International Development Diploma Level 3 is a great way for you to gain multiple skills from the comfort of your home. Course Curriculum Module 01: Measurement and Morality in International Development Measurement and Morality in International Development 00:19:00 Module 02: Governance and Development Governance and Development 00:28:00 Module 03: Global Health and Development Global Health and Development 00:27:00 Module 04: Gender and Development Gender and Development 00:25:00 Module 05: Global Poverty, Inequality and Development Global Poverty, Inequality and Development 00:26:00 Module 06: Economic Development Economic Development 00:30:00 Module 07: Environment and Development Environment and Development 00:24:00 Module 08: Innovation and Technology Innovation and Technology 00:28:00 Module 09: International Migration and Development International Migration and Development 00:22:00 Module 10: Theories of Development and Globalisation Theories of Development and Globalisation 00:27:00 Module 11: An International Development Actor An International Development Actor 00:29:00 Assignment Assignment - International Development Diploma Level 3 00:00:00

Experience the future of geographical analysis with our Machine Learning for Predictive Maps in Python and Leaflet course. Master the unique blend of programming, machine learning, and geographic information systems, all while honing your ability to predict and visualise spatial data in a powerful and effective way. This course offers you an unparalleled understanding of modern map creation, combined with the magic of prediction using machine learning models. Starting from the ground up, you'll be introduced to all the necessary setups and installations. After that, you will be diving into the depth of Django server-side code and front-end application code writing. The heart of the course lies in learning how to automate the machine learning pipeline, leading you to easily create predictive models.  Improve your maps with Leaflet programming, making your predictions accurate and also visually striking. By the end of this course, you will be armed with experience furnished by our comprehensive project source code and assignments, empowering you to drive data-driven decisions and insightful spatial analysis. Join us and map your way to success! Sign up today. Learning Outcomes:Upon completion of the Machine Learning course, you will be able to: Understand how to set up and install relevant software and libraries.Master Django server-side and application front-end code writing.Gain proficiency in the concepts and implementation of Machine Learning.Learn to automate Machine Learning pipelines for efficient workflows.Acquire skills in Leaflet programming for enhanced map visuals.Handle project source code effectively for real-world projects.Apply knowledge practically via assignments and gain experience. Who is this course for?This Machine Learning course is ideal for: Aspiring Data Scientists keen on harnessing geographical data.GIS professionals aiming to integrate Machine Learning into their skill set.Software Developers interested in creating geographically-focused applications.Analysts keen on enhancing their data visualisation skills with mapping. CertificationAfter studying the course materials of the Machine Learning for Predictive Maps in Python and Leaflet course, 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 have a range of certification options to choose from. You can claim a CPD Accredited PDF Certificate for £4.99, a CPD Accredited Hardcopy Certificate at £8.00, or you may choose to receive a PDF Transcript for £4.99 or a Hardcopy Transcript for £9.99. Select according to your needs, and we assure timely delivery of your chosen certificate. RequirementsThis professionally designed Machine Learning for Predictive Maps in Python and Leaflet course does not require you to have any prior qualifications or experience. It is open to everyone. You will be able to access the course from anywhere at any time. Just enrol and start learning! Career Path:Our Machine Learning course will help you to pursue a range of career paths, such as: Junior Data Analyst: £25,000 - £35,000 annually.Data Scientist: £40,000 - £60,000 annually.GIS Analyst: £30,000 - £45,000 annually.Geospatial Software Developer: £35,000 - £55,000 annually.Machine Learning Engineer: £50,000 - £80,000 annually.Lead Data Scientist (GIS speciality): £70,000 - £100,000+ annually. Course Curriculum Section 01: Introduction Introduction 00:10:00 Section 02: Setup and Installations Python Installation 00:04:00 Creating a Python Virtual Environment 00:07:00 Installing Django 00:09:00 Installing Visual Studio Code IDE 00:06:00 Installing PostgreSQL Database Server Part 1 00:03:00 Installing PostgreSQL Database Server Part 2 00:09:00 Section 03: Writing the Django Server-Side Code Adding the settings.py Code 00:07:00 Creating a Django Model 00:10:00 Adding the admin.py Code 00:21:00 Section 04: Writing the Application Front-end Code Creating Template Files 00:10:00 Creating Django Views 00:10:00 Creating URL Patterns for the REST API 00:09:00 Adding the index.html code 00:04:00 Adding the layout.html code 00:19:00 Creating our First Map 00:10:00 Adding Markers 00:16:00 Section 05: Machine Learning Installing Jupyter Notebook 00:07:00 Data Pre-processing 00:31:00 Model Selection 00:20:00 Model Evaluation and Building a Prediction Dataset 00:11:00 Section 06: Automating the Machine Learning Pipeline Creating a Django Model 00:04:00 Embedding the Machine Learning Pipeline in the Application 00:42:00 Creating a URL Endpoint for our Prediction Dataset 00:06:00 Section 07: Leaflet Programming Creating Multiple Basemaps 00:09:00 Creating the Marker Layer Group 00:10:00 Creating the Point Layer Group 00:12:00 Creating the Predicted Point Layer Group 00:07:00 Creating the Predicted High Risk Point Layer Group 00:12:00 Creating the Legend 00:09:00 Creating the Prediction Score Legend 00:15:00 Section 08: Project Source Code Resource 00:00:00 Assignment Assignment - Machine Learning for Predictive Maps in Python and Leaflet 00:00:00