39663 Learning courses in Coventry delivered On Demand

2 QLS Endorsed Course | CPD Certified | Free PDF + Hardcopy Certificates | 80 CPD Points | Lifetime Access

24 Hours Left! Don't Let Year-End Deals Slip Away - Enrol Now! This Diploma in Personal Development Coach at QLS Level 5 course is endorsed by The Quality Licence Scheme and accredited by CPDQS (with 150 CPD points) to make your skill development & career progression more accessible than ever! Are you looking to improve your current abilities or make a career move? If yes, our unique Personal Development at QLS Level 5 course might help you get there! It is an expertly designed course which ensures you learn everything about the topic thoroughly. Expand your expertise with high-quality training from the Personal Development at QLS Level 5 course. Due to Personal Development at QLS Level 5's massive demand in the competitive market, you can use our comprehensive course as a weapon to strengthen your knowledge and boost your career development. Learn Personal Development at QLS Level 5 from industry professionals and quickly equip yourself with the specific knowledge and skills you need to excel in your chosen career. The Personal Development at QLS Level 5 course 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 Personal Development at QLS Level 5 course, an instant e-certificate will be exhibited in your profile that you can order as proof of your skills and knowledge. Add these amazing new skills to your resume and boost your employability by simply enrolling in this Personal Development at QLS Level 5 course. This Personal Development at QLS Level 5 training can help you to accomplish your ambitions and prepare you for a meaningful career. So, join us today and gear up for excellence! Why Prefer This Personal Development at QLS Level 5 Course? Opportunity to earn a certificate endorsed by the Quality Licence Scheme & another accredited by CPDQS which is completely free. Get a free student ID card! (£10 postal charge will be applicable for international delivery) Innovative and engaging content. Free assessments 24/7 tutor support. Take a step toward a brighter future! *** Course Curriculum *** Here is the curriculum breakdown of the Personal Development at QLS Level 5 course: Module 01: Introduction to Personal Development Coach Module 02: Introduction to Coaching and Mentoring Module 03: Aspects of Coaching and Mentoring Module 04: Ethical Aspects of Coaching and Mentoring Module 05: Fundamental Qualities of a Coach Module 06: Life Coaching Methods Module 07: Understanding Spiritual Life Coaching Module 08: Key Themes of NLP Module 09: Cognitive Behavioural Therapy Module 10: Effective Communication Skills Module 11: Personal Skills Module 12: Management Skills Module 13: Time Management Module 14: Organisational Skills Module 15: Improvement of Presentation Skills Module 16: Motivation and Mindset Module 17: Visualising Whole Life Goals Module 18: Development of Personality Module 19: Setting Up as a Coach Assessment Process After completing an online module, you will be given immediate access to a specially designed MCQ test. The results will be immediately analysed, and the score will be shown for your review. The passing score for each test will be set at 60%. You will be entitled to claim a certificate endorsed by the Quality Licence Scheme after you have completed all of the Diploma in Personal Development Coach at QLS Level 5 exams. CPD 150 CPD hours / points Accredited by CPD Quality Standards Who is this course for? This Personal Development at QLS Level 5 course is perfect for highly motivated people who want to improve their technical skills and prepare for the career they want! Requirements No prior background or expertise is required. Career path The Personal Development at QLS Level 5 course will boost your CV and aims to help you get the job or even the long-awaited promotion of your dreams. Certificates CPDQS Accredited Certificate Digital certificate - Included Diploma in Personal Development Coach at QLS Level 5 Hard copy certificate - Included Show off Your New Skills with a Certificate of Completion After successfully completing the Diploma in Personal Development Coach at QLS Level 5, you can order an original hardcopy certificate of achievement endorsed by the Quality Licence Scheme andalso you can order CPDQSAccredited Certificate that is recognised all over the UK and also internationally. The certificates will be home-delivered, completely free of cost.

Get ready for an exceptional online learning experience with the Procrastination, Time Management, Workplace Productivity & Team Management bundle! This carefully curated collection of 20 premium courses is designed to cater to a variety of interests and disciplines. Dive into a sea of knowledge and skills, tailoring your learning journey to suit your unique aspirations. Procrastination, Time Management, Workplace Productivity & Team Management is a dynamic package, that blends the expertise of industry professionals with the flexibility of digital learning. It offers the perfect balance of foundational understanding and advanced insights. Whether you're looking to break into a new field or deepen your existing knowledge, the Procrastination & Time Management package has something for everyone. As part of this package, you will receive complimentary PDF certificates for all courses in this bundle at no extra cost. Equip yourself with the Procrastination & Time Management bundle to confidently navigate your career path or personal development journey. Enrol today and start your career growth! This Bundle Comprises the Following CPD Accredited Courses: Learn To Fight Procrastination Time Management Training - Online Course Workplace Productivity Training Master Productivity & Time Management In Under 40 Minutes Team Management Quality Management Quality Assurance Manager Organisation & People Management Performance Management Key Performance Indicators Professional Business Performance Management Online Meeting Management Minute Taking Essentials Level 2 The Power of Creativity The Power of Attitude Career Development Plan Fundamentals CV Writing and Job Searching Learn to Level Up Your Leadership Networking Skills for Personal Success Ace Your Presentations: Public Speaking Masterclass Learning Outcome: Gain comprehensive insights into multiple fields. Foster critical thinking and problem-solving skills across various disciplines. Understand industry trends and best practices through the Procrastination & Time Management Bundle. Develop practical skills applicable to real-world situations. Enhance personal and professional growth with the Procrastination & Time Management Bundle. Build a strong knowledge base in your chosen course via thisBundle. Benefit from the flexibility and convenience of online learning. With the Procrastination & Time Management package, validate your learning with a CPD certificate. Each course in this bundle holds a prestigious CPD accreditation, symbolising exceptional quality. The materials, brimming with knowledge, are regularly updated, ensuring their relevance. This bundle promises not just education but an evolving learning experience. Engage with this extraordinary collection, and prepare to enrich your personal and professional development. Embrace the future of learning with Procrastination, Time Management, Workplace Productivity & Team Management, a rich anthology of 15 diverse courses. Each course in the Procrastination & Time Management bundle is handpicked by our experts to ensure a wide spectrum of learning opportunities. This bundle will take you on a unique and enriching educational journey. The bundle encapsulates our mission to provide quality, accessible education for all. Whether you are just starting your career, looking to switch industries, or hoping to enhance your professional skill set, this bundle offers you the flexibility and convenience to learn at your own pace. Make the Procrastination & Time Management package your trusted companion in your lifelong learning journey. CPD 200 CPD hours / points Accredited by CPD Quality Standards Who is this course for? The Procrastination, Time Management, Workplace Productivity & Team Management bundle is perfect for: Lifelong learners looking to expand their knowledge and skills. Professionals seeking to enhance their career with CPD certification. Individuals wanting to explore new fields and disciplines. Anyone who values flexible, self-paced learning from the comfort of home. Career path Unleash your potential with the Procrastination, Time Management, Workplace Productivity & Team Management bundle. Acquire versatile skills across multiple fields, foster problem-solving abilities, and stay ahead of industry trends. Ideal for those seeking career advancement, a new professional path, or personal growth. Certificates Certificate Of Completion Digital certificate - Included Certificate Of Completion Hard copy certificate - Included You will get a complimentary Hard Copy Certificate.

Highlights of the Course Course Type: Online Learning Duration: 6 Hours 50 Minutes Tutor Support: Tutor support is included Customer Support: 24/7 customer support is available Quality Training: The course is designed by an industry expert Recognised Credential: Recognised and Valuable Certification Completion Certificate: Free Course Completion Certificate Included Instalment: 3 Installment Plan on checkout What you will learn from this course? Gain comprehensive knowledge about German language Understand the core competencies and principles of German language Explore the various areas of German language Know how to apply the skills you acquired from this course in a real-life context Become a confident and expert German language speaker German Language Learning Level 4 Online Course Master the skills you need to propel your career forward in German language. This course will equip you with the essential knowledge and skillset that will make you a confident German language speaker and take your career to the next level. This comprehensive German course is designed to help you surpass your professional goals. The skills and knowledge that you will gain through studying this German course will help you get one step closer to your professional aspirations and develop your skills for a rewarding career. This comprehensive course will teach you the theory of effective German language practice and equip you with the essential skills, confidence and competence to assist you in the German language industry. You'll gain a solid understanding of the core competencies required to drive a successful career in German language. This course is designed by industry experts, so you'll gain knowledge and skills based on the latest expertise and best practices. This extensive course is designed for German language speaker or for people who are aspiring to specialise in German language. Enrol in this German course today and take the next step towards your personal and professional goals. Earn industry-recognised credentials to demonstrate your new skills and add extra value to your CV that will help you outshine other candidates. Who is this Course for? This comprehensive German course is ideal for anyone wishing to boost their career profile or advance their career in this field by gaining a thorough understanding of the subject. Anyone willing to gain extensive knowledge on this German language can also take this course. Whether you are a complete beginner or an aspiring professional, this course will provide you with the necessary skills and professional competence, and open your doors to a wide number of professions within your chosen sector. Entry Requirements This German course has no academic prerequisites and is open to students from all academic disciplines. You will, however, need a laptop, desktop, tablet, or smartphone, as well as a reliable internet connection. Assessment This German course assesses learners through multiple-choice questions (MCQs). Upon successful completion of the modules, learners must answer MCQs to complete the assessment procedure. Through the MCQs, it is measured how much a learner could grasp from each section. In the assessment pass mark is 60%. Advance Your Career This German course will provide you with a fresh opportunity to enter the relevant job market and choose your desired career path. Additionally, you will be able to advance your career, increase your level of competition in your chosen field, and highlight these skills on your resume. Study Plex Subscription Study plex also provides a subscription option that allows you unlimited access to more than 700+ CPD courses for learning. You only need to spend £79 to take advantage of this fantastic offer, and you'll get an unlimited subscription for a full year. Additionally, you can cancel your membership from your account at any time by getting in touch with our friendly and devoted customer care team. Visit our subscriptions page for more details if you're interested. Why you should train with Study Plex? At Study Plex, you will have the chance to build social, technical and personal skills through a combination of extensive subjects tailored according to your interest. Along with receiving comprehensive knowledge and transferable skills, there are even more reasons o be involved with us, which include: Incredible Customer Support: We offer active customer service in the form of live chat, which you can access 24/7 Expert Tutor Support: You'll have access to our devoted and dedicated tutor support with all of our courses whenever you need it. Price Justified by Quality: We ensure that you will have the best experience possible for the price you are paying for the course. Money-back Guarantee: We provide a money-back guarantee if you are not satisfied with the course's quality. There is a 14-day time limit on this option (according to the terms and conditions). Instalment Facility: If your course costs more than £50, you can pay in three instalments using the instalment option. Satisfaction Guarantee: Our courses are designed to meet your demands and expectations by all means. Recognised Accreditation This course is accredited by continuing professional development (CPD). CPD UK is globally recognised by employers, professional organisations, and academic institutions, thus a certificate from CPD Certification Service creates value towards your professional goal and achievement. The Quality Licence Scheme is a brand of the Skills and Education Group, a leading national awarding organisation for providing high-quality vocational qualifications across a wide range of industries. What is CPD? Employers, professional organisations, and academic institutions all recognise CPD, therefore a credential from CPD Certification Service adds value to your professional goals and achievements. Benefits of CPD Improve your employment prospects Boost your job satisfaction Promotes career advancement Enhances your CV Provides you with a competitive edge in the job market Demonstrate your dedication Showcases your professional capabilities What is IPHM? The IPHM is an Accreditation Board that provides Training Providers with international and global accreditation. The Practitioners of Holistic Medicine (IPHM) accreditation is a guarantee of quality and skill. Benefits of IPHM It will help you establish a positive reputation in your chosen field You can join a network and community of successful therapists that are dedicated to providing excellent care to their client You can flaunt this accreditation in your CV It is a worldwide recognised accreditation What is Quality Licence Scheme? This course is endorsed by the Quality Licence Scheme for its high-quality, non-regulated provision and training programmes. The Quality Licence Scheme is a brand of the Skills and Education Group, a leading national awarding organisation for providing high-quality vocational qualifications across a wide range of industries. Benefits of Quality License Scheme Certificate is valuable Provides a competitive edge in your career It will make your CV stand out Course Curriculum Introduction Introduction a 00:04:00 Introduction b 00:04:00 Introduction c 00:03:00 Introduction d 00:05:00 Introduction e 00:03:00 Introduction f 00:02:00 Lesson 27 Lesson 27a 00:05:00 Lesson 27b 00:03:00 Lesson 27c 00:03:00 Lesson 27d 00:04:00 Lesson 27e 00:04:00 Lesson 27f 00:06:00 Lesson 27g 00:04:00 Lesson 27h 00:04:00 Lesson 27i 00:03:00 Lesson 27j 00:04:00 Lesson 27k 00:04:00 Lesson 27.5 Lesson 27.5a 00:05:00 Lesson 27.5b 00:03:00 Lesson 28 Lesson 28a 00:05:00 Lesson 28b 00:03:00 Lesson 28c 00:03:00 Lesson 28d 00:03:00 Lesson 28e 00:03:00 Lesson 28f 00:04:00 Lesson 28g 00:03:00 Lesson 28h 00:04:00 Lesson 28i 00:03:00 Lesson 28j 00:03:00 Lesson 28k 00:04:00 Lesson 28l 00:03:00 Lesson 29 Lesson 29a 00:03:00 Lesson 29b 00:03:00 Lesson 29c 00:04:00 Lesson 29d 00:03:00 Lesson 29e 00:03:00 Lesson 29f 00:03:00 Lesson 29g 00:03:00 Lesson 29h 00:03:00 Lesson 30 Lesson 30a 00:02:00 Lesson 30b 00:04:00 Lesson 30c 00:05:00 Lesson 30d 00:03:00 Lesson 30e 00:03:00 Lesson 30f 00:04:00 Lesson 30g 00:03:00 Lesson 30h 00:03:00 Lesson 30i 00:03:00 Lesson 30j 00:03:00 Lesson 31 Lesson 31a 00:04:00 Lesson 31b 00:03:00 Lesson 31c 00:03:00 Lesson 31d 00:02:00 Lesson 31e 00:04:00 Lesson 31f 00:03:00 Lesson 31g 00:03:00 Lesson 31h 00:03:00 Lesson 31i 00:04:00 Lesson 31j 00:04:00 Lesson 32 Lesson 32a 00:05:00 Lesson 32b 00:04:00 Lesson 32c 00:03:00 Lesson 32d 00:06:00 Lesson 32e 00:03:00 Lesson 32f 00:04:00 Lesson 32g 00:01:00 Lesson 32h 00:03:00 Lesson 32i 00:04:00 Lesson 32j 00:04:00 Lesson 32k 00:03:00 Lesson 32l 00:02:00 Lesson 32m 00:04:00 Lesson 32n 00:03:00 Lesson 32o 00:03:00 Lesson 32p 00:04:00 Lesson 32q 00:04:00 Lesson 33 Lesson 33a 00:05:00 Lesson 33b 00:03:00 Lesson 33c 00:03:00 Lesson 33d 00:04:00 Lesson 33e 00:03:00 Lesson 33f 00:04:00 Lesson 33g 00:05:00 Lesson 33h 00:04:00 Lesson 33i 00:04:00 Lesson 33j 00:04:00 Lesson 34 Lesson 34a 00:04:00 Lesson 34b 00:03:00 Lesson 34c 00:03:00 Lesson 34d 00:03:00 Lesson 34d 00:03:00 Lesson 34e 00:03:00 Lesson 34f 00:03:00 Lesson 34g 00:03:00 Lesson 34h 00:04:00 Lesson 34i 00:03:00 Lesson 35 Lesson 35a 00:03:00 Lesson 35b 00:04:00 Lesson 35c 00:04:00 Lesson 35d 00:03:00 Lesson 35e 00:03:00 Lesson 35f 00:03:00 Lesson 35g 00:04:00 Lesson 35h 00:03:00 Lesson 35i 00:03:00 Lesson 35j 00:03:00 Certificate of Achievement Certificate of Achievement 00:00:00 Get Your Insurance Now Get Your Insurance Now 00:00:00 Feedback Feedback 00:00:00

FREE Level 3 QLS Endorsed Certificate | 14 CPD Courses+14 PDF Certificates| 180 CPD Points| CPD & CiQ Accredited

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

Para quién es el curso? Artistas o pintores que quieren pinturas caseros como un negocio. Las personas que tienen un interés en la pintura profesional Requisito de entrada: Este curso está disponible para todos los estudiantes, de todos los antecedentes académicos. Los estudiantes deben tener 16 años o más para realizar la calificación. Se requiere una buena comprensión del idioma inglés, aritmética y TIC para asistir a este curso. Evaluación: Este curso no implica ninguna prueba de MCQ. Los estudiantes deben responder las preguntas de asignación para completar el curso, las respuestas serán en forma de trabajo escrito en PDF o en Word. Los estudiantes pueden escribir las respuestas en su propio tiempo. Una vez que se envían las respuestas, el instructor verificará y evaluará el trabajo. Proceso de dar un título: Después de completar y aprobar el curso con éxito, podrá obtener un Certificado de Logro Acreditado. Los certificados pueden obtenerse en copia impresa a un costo de £39 o en formato PDF a un costo de £24. Por qué elegirnos? Materiales de estudio de e-learning accesibles, atractivos y de alta calidad; Videos tutoriales / materiales de los principales expertos de la industria; Estudia en una plataforma de aprendizaje en línea avanzada y fácil de usar; Sistemas de examen eficientes para la evaluación y el resultado instantáneo; La calificación acreditada reconocida internacionalmente y en el Reino Unido; Acceda al contenido del curso en dispositivos móviles, tabletas o computadoras desde cualquier lugar en cualquier momento; El beneficio de solicitar la tarjeta de descuento extra de NUS; Asistencia 24/7 por correo electrónico. Trayectoria profesional: Después de completar este curso, podrá desarrollar conocimientos y habilidades precisas con la confianza adecuada para enriquecerse y alegrar su carrera en el mercado laboral relevante. Aprendizaje Social Módulo Uno: Primeros Pasos 00:05:00 Módulo Dos: Estableciendo la Dinámica Grupal Correcta (I) 00:10:00 Módulo Tres: Estableciendo la Dinámica Grupal Correcta (II) 00:15:00 Módulo Cuatro: Desarrollar una Cultura de Aprendizaje Social en el Trabajo (I) 00:15:00 Módulo Cinco: Desarrollar una Cultura de Aprendizaje Social en el Trabajo (II) 00:15:00 Módulo Seis: Desarrollar una Cultura de Aprendizaje Social en el Trabajo (III) 00:15:00 Módulo Siete: Juego de Roles (I) 00:15:00 Módulo Ocho: Juego de Roles (II) 00:15:00 Módulo Nueve: Utilizando las Herramientas Correctas (I) 00:15:00 Módulo Diez: Utilizando las Herramientas Correctas (II) 00:15:00 Módulo Once: Aprendizaje por Modelado y Observacional 00:15:00 Módulo Doce: Cierre 00:05:00 Ciudadania Digital Módulo Uno: Primeros Pasos 00:05:00 Módulo Dos: ¿Qué es la Ciudadanía Digital? 00:30:00 Módulo Tres: Ser un Buen Ciudadano 00:30:00 Módulo Cuatro: Prácticas Óptimas para Compartir 00:30:00 Módulo Cinco: Tendido de Redes y Marca Personal (I) 00:30:00 Módulo Seis: Tendido de Redes y Marca Personal (II) 00:30:00 Módulo Siete: Seguridad Digital (I) 00:30:00 Módulo Ocho: Seguridad Digital (II) 00:20:00 Módulo Nueve: Lidiando con el Lado Oscuro 00:20:00 Módulo Diez: Etiqueta Digital (I) 00:20:00 Módulo Once: Etiqueta Digital (II) 00:20:00 Módulo Doce: Cierre 00:05:00 Evaluación Presente su tarea 00:00:00 Order Your Certificate and Transcript Order Your Certificates and Transcripts 00:00:00

Overview In this age of technology, data science and machine learning skills have become highly demanding skill sets. In the UK a skilled data scientist can earn around £62,000 per year. If you are aspiring for a career in the IT industry, secure these skills before you start your journey. The Complete Machine Learning & Data Science Bootcamp 2023 course can help you out. This course will introduce you to the essentials of Python. From the highly informative modules, you will learn about NumPy, Pandas and matplotlib. The course will help you grasp the skills required for using python for data analysis and visualisation. After that, you will receive step-by-step guidance on Python for machine learning. The course will then focus on the concepts of Natural Language Processing.  Upon successful completion of the course, you will receive a certificate of achievement. This certificate will help you elevate your resume. So enrol today! How will I get my certificate? You may have to take a quiz or a written test online during or after the course. After successfully completing the course, you will be eligible for the certificate. Who is This course for? Anyone with an interest in learning about data science can enrol in this course. It will help aspiring professionals develop the basic skills to build a promising career. Professionals already working in this can take the course to improve their skill sets. Requirements The students will not require any formal qualifications or previous experience to enrol in this course. Anyone can learn from the course anytime from anywhere through smart devices like laptops, tabs, PC, and smartphones with stable internet connections. They can complete the course according to their preferable pace so, there is no need to rush.   Career Path This course will equip you with valuable knowledge and effective skills in this area. After completing the course, you will be able to explore career opportunities in the fields such as Data Analyst Data Scientist Data Manager Business Analyst Course Curriculum 18 sections • 98 lectures • 23:48:00 total length •Welcome & Course Overview6: 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 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 •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 •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 •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 •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 •Pandas Built-in Data Visualization: 00:34:00 •Pandas Data Visualization Exercises Overview: 00:03:00 •Panda Data Visualization Exercises Solutions: 00:13:00 •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): 00:17:00 •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 •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 •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 •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 •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 •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 •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 •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 •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 •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

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