2791 Intelligence courses in Cardiff delivered Online

Dive into the world of project management with our comprehensive course! Master the fundamentals, explore advanced tools such as Jira, Microsoft Teams, and Trello, and gain real-world insights. From Agile methodologies to effective communication strategies, this course equips you with the skills to excel as a confident and successful project manager.

This course will help you learn about the basic and advanced topics for automating tests with Selenium and Python. Without any prior knowledge of Python or automation testing, you will be able to perform automation testing with this practical course.

If you are someone with a background in Python programming and is interested in presenting your analysis in interactive web-based dashboards, then you are in the right place. This course primarily focuses on Dash, along with other key data science libraries, including Pandas and Plotly. Learn to use Dash and Plotly in Python which can help you to visualize your critical insights and KPIs in web apps that are easily sharable.

Learning and applying new visual techniques can often be a daunting experience. This is especially true if you need to generate and code data visualizations yourself. This course focuses specifically on how to create many different types of graphs and all their possible options and sub-options.

Overview This Life Hack With Colour Psychology course will unlock your full potential and will show you how to excel in a career in Life Hack With Colour Psychology. So upskill now and reach your full potential. Everything you need to get started in Life Hack With Colour Psychology is available in this course. Learning and progressing are the hallmarks of personal development. This Life Hack With Colour Psychology will quickly teach you the must-have skills needed to start in the relevant industry. In This Life Hack With Colour Psychology Course, You Will: Learn strategies to boost your workplace efficiency. Hone your Color Psychology skills to help you advance your career. Acquire a comprehensive understanding of various Color Psychology topics and tips from industry experts. Learn in-demand Color Psychology skills that are in high demand among UK employers, which will help you to kickstart your career. This Life Hack With Colour Psychology course covers everything you must know to stand against the tough competition in the Life Hack With Colour Psychology field.  The future is truly yours to seize with this Life Hack With Colour Psychology. Enrol today and complete the course to achieve a Life Hack With Colour Psychology certificate that can change your professional career forever. Additional Perks of Buying a Course From Institute of Mental Health Study online - whenever and wherever you want. One-to-one support from a dedicated tutor throughout your course. Certificate immediately upon course completion 100% Money back guarantee Exclusive discounts on your next course purchase from Institute of Mental Health Enrolling in the Life Hack With Colour Psychology course can assist you in getting into your desired career quicker than you ever imagined. So without further ado, start now. Process of Evaluation After studying the Life Hack With Colour Psychology course, your skills and knowledge will be tested with a MCQ exam or assignment. You must get a score of 60% to pass the test and get your certificate.  Certificate of Achievement Upon successfully completing the Life Hack With Colour Psychology course, you will get your CPD accredited digital certificate immediately. And you can also claim the hardcopy certificate completely free of charge. All you have to do is pay a shipping charge of just £3.99. Who Is This Course for? This Life Hack With Colour Psychology is suitable for anyone aspiring to start a career in Life Hack With Colour Psychology; even if you are new to this and have no prior knowledge on Life Hack With Colour Psychology, this course is going to be very easy for you to understand.  And if you are already working in the Life Hack With Colour Psychology field, this course will be a great source of knowledge for you to improve your existing skills and take them to the next level.  Taking this Life Hack With Colour Psychology course is a win-win for you in all aspects.  This course has been developed with maximum flexibility and accessibility, making it ideal for people who don't have the time to devote to traditional education. Requirements This Life Hack With Colour Psychology course has no prerequisite.  You don't need any educational qualification or experience to enrol in the Life Hack With Colour Psychology course. Do note: you must be at least 16 years old to enrol. Any internet-connected device, such as a computer, tablet, or smartphone, can access this online Life Hack With Colour Psychology course. Moreover, this course allows you to learn at your own pace while developing transferable and marketable skills. Course Curriculum Unit 01: Welcome to Lifehacking with Color Psychology Introduction: Use Color to Ramp up Your Influence 00:03:00 What Is Color and How Can It Affect You? 00:03:00 Unit 02: Taste the Rainbow: The Warm Colors Red: Warning. -This Lecture Is Not For People With High Blood Pressure! 00:06:00 Orange: Use This Color Trick to Be More Productive At Work 00:03:00 Yellow: Could This Color Be Disturbing the Peace at Home? 00:05:00 Unit 03: Cool Like That: The Cool Colors Green: Your Best Friend on a Busy Tuesday at Work 00:06:00 Blue: This Power Color Can Help Get You the Vote or the Job. 00:07:00 Purple: A Go-To Color for Gurus 00:03:00 Unit 04: The Big Crayon Box: "Special" Colors Brown and Tan: The Best Colors to Help Salvage Your Reputation. 00:07:00 Silver and Gray: For Modern People Only 00:02:00 White: How to Make Your Website More Professional. 00:04:00 Black: Learn why this Color is Best Kept OUT of the Classroom. 00:05:00 Pink: How This Color Will Help Your Sports Team Win Again and Again. 00:04:00 Unit 05: Putting It All Together Case Study #1: Influence the Audience's Mood through Color in Film/Animation 00:08:00 Case Study #2: What I Wore to my Last Job Interview 00:08:00 Case Study #3: How to Use Color Psychology to Boost Your Website (New Site) 00:13:00 Unit 06: Updates, Extras, and Goodies Thank You for Taking This Course. 00:01:00

Course Overview Get the very most out of the corporate world's premier business analytics service by taking this comprehensive Advanced Diploma in Microsoft Power BI course. Part of the Power Platform, the application can deliver impressive interactive visualisations but is simple enough for you to quickly create reports and dashboards. Develop these skills to excel in your chosen field of administration.  This comprehensive Power BI tutorial provides an excellent way to learn this service's important and practical abilities. With expert tuition and step-by-step guidance, you will become empowered to use its advanced functionalities and innovative technical combinations, creating professional standard reports and presentations. Take the training today and become an accomplished Power BI professional. This best selling Advanced Diploma in Microsoft Power BI has been developed by industry professionals and has already been completed by hundreds of satisfied students. This in-depth Advanced Diploma in Microsoft Power BI is suitable for anyone who wants to build their professional skill set and improve their expert knowledge. The Advanced Diploma in Microsoft Power BI is CPD-accredited, so you can be confident you're completing a quality training course will boost your CV and enhance your career potential. The Advanced Diploma in Microsoft Power BI is made up of several information-packed modules which break down each topic into bite-sized chunks to ensure you understand and retain everything you learn. After successfully completing the Advanced Diploma in Microsoft Power BI, you will be awarded a certificate of completion as proof of your new skills. If you are looking to pursue a new career and want to build your professional skills to excel in your chosen field, the certificate of completion from the Advanced Diploma in Microsoft Power BI will help you stand out from the crowd. You can also validate your certification on our website. We know that you are busy and that time is precious, so we have designed the Advanced Diploma in Microsoft Power BI to be completed at your own pace, whether that's part-time or full-time. Get full course access upon registration and access the course materials from anywhere in the world, at any time, from any internet-enabled device.  Our experienced tutors are here to support you through the entire learning process and answer any queries you may have via email.

Description:  It has been stated time and time again that our body is our biggest and most important investment. With everyone leading busier and more active lives, our bodies can easily fall prey to stress and strain. It is the responsibility of nutrition practitioners to help improve the lifestyles of their clients by recommending healthier food intakes and address their health through food and nutrition. Nutritionists are employed in hospitals, nursing care facilities, outpatient service facilities, gyms, health clubs and other centers for healthcare. This course qualifies you to work as a Food & Nutrition Coach, supporting clients who need encouragement, planning, motivation and on-going assistance to achieve their food and nutrition goals.   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 hardcopy 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 recognised 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 After completing this course you will be able to build up accurate knowledge and skills with proper confidence to enrich yourself and brighten up your career in the relevant job market.   Nutritional Details Introduction to Basic Health FREE 00:03:00 Overview of Nutritional Terms 00:03:00 Understanding Food Labels and Claims 00:06:00 The Science of Nutrition & Professionals 00:05:00 Carbohydrates - Sugar 00:07:00 Carbohydrates - Starch 00:04:00 Carbohydrates - Fiber 00:02:00 Protein 00:09:00 Fat - Omega 3, 6, 9 & Cholesterol 00:07:00 Minerals Starting With Iron & Zinc 00:05:00 More Minerals - Calcium, Phosphorus, Magnesium 00:05:00 Vitamins - Starting with B's 00:03:00 Vitamins A, C, E, K - the Antioxidants 00:11:00 Couple More Minerals - Sodium & Potassium 00:03:00 Trace Minerals, B12 & Vitamin D 00:05:00 Nutrition Practitioner Principles of Healthy Nutrition 01:00:00 Nutritional Assessment 01:00:00 Malnutrition 01:00:00 Weight Management and Eating Disorders 01:00:00 Diabetes 01:00:00 Hypertension and Cardiovascular Diseases 01:00:00 Gastrointestinal Diseases 01:00:00 Renal Disease 01:00:00 Pulmonary Diseases 01:00:00 Life Expectancy 00:30:00 Diet and Nutrition Low Carb (No Carb) Diets 01:00:00 Women's Health Look Good Naked Diet 00:30:00 Prevention System's Flat Belly Diet 00:30:00 Weight Watchers International's Pro Points 01:00:00 Mike Geary's Truth about Abs Diet 00:30:00 HCG Diet 00:30:00 Diet Supplements and Weight Loss 00:30:00 Diets that Provide Food Supplements 00:30:00 Wrapping Up 00:15:00 Summer Diet Healthy Eating Pyramid 00:15:00 Healthy Diet Foods For This Summer 00:30:00 Health Diet Plans For The Summer 00:30:00 Great Diets For The Summer 00:15:00 Eat Right And Lose Those Extra Pounds This Summer 00:30:00 Eat Healthy This Summer And Hit The Beach With That Perfect Body 00:15:00 Diet This Summer For A Great Beach Body 00:15:00 Diet This Summer And Improve Your Fitness 00:30:00 Cool Salads For Your Summer Diet 00:30:00 A Simple Summer Detox Diet Plan 00:30:00 Your Summer Holiday Diet Tips 00:30:00 Your Diet Guide for the Summer 00:30:00 Weight Loss Tips for the Summer 00:30:00 Weight Loss Plans for the Summer 00:30:00 Tips on Maintaining a Healthy Diet 00:30:00 The Principles Of A Summer Diet 00:15:00 The Best Summer Foods For Weight Loss 00:15:00 Summer Weight Loss Diets For The Health Conscious 00:30:00 Summer Foods for Weight Loss 00:30:00 Summer Diet Tips for Women 00:30:00 Steps to a Healthy Summer Diet 00:30:00 Some Great Tips For A Summer Diet 00:15:00 Some Cool Diets For Summer 00:15:00 Raw Food Diets for Summer 00:15:00 Low Cal Recipes For A Summer Diet 00:30:00 Dash Diet Introduction 00:30:00 What Is This Thing The DASH Diet? 01:00:00 The History Of The DASH Diet 01:00:00 Is The DASH Diet All It's Cracked Up To Be? 01:00:00 Incorporating The DASH Diet Into Your Lifestyle 01:00:00 What To Eat And What To Avoid 01:00:00 A Day In The Life Of A DASH Diet 01:00:00 How Do I Shop For Groceries On The DASH Diet? 01:00:00 Dang! How Do I Eat At Restaurants On The DASH Diet? 01:00:00 Start Today 00:30:00 Fitness Today's Concerns about Wellness and Fitness 01:00:00 The Blissful Union of Wellness and Fitness 00:30:00 The Interchangeability of Wellness, Fitness and Health 00:30:00 The Quality of Life: Is Health Important? 00:30:00 Wellness Terminology 00:30:00 What Makes Us Well? 00:30:00 Wellness 00:30:00 Information on Wellness 00:30:00 How Do We Evaluate Wellness? 00:30:00 What Are Your Wellness Needs? 00:30:00 Wellness of the Body 00:30:00 Wellness of the Spirit 00:30:00 Wellness of the Mind 00:30:00 Benefits of Meditation for the Wellness of Ourselves 00:30:00 Do We Need Meditation? 00:30:00 Are You Well? 00:30:00 Fitness Terminology 00:15:00 Fitness 00:30:00 Information on Fitness 00:30:00 What Are Your Fitness Needs? 00:30:00 The Benefits of Being Fit 00:30:00 Metabolism: Can We Control It? 00:30:00 Metabolism for the Fit Individual 00:30:00 Metabolism: Can We Control It? 00:30:00 Obesity in Adolescents 00:30:00 Fitness of the Body 00:30:00 Fitness of the Spirit 00:30:00 Fitness of the Mind 00:30:00 Are You Fit? 00:30:00 Where You Live Affects Your Fitness 00:30:00 Fitness Centers: An Investigation 00:30:00 Does Your Income Affect Your Health? 00:30:00 What Role Does Our Intelligence Play in Our Health? 00:30:00 What Role Does Nutrition Play in Our Health? 00:30:00 Is There Health Without Water? 00:30:00 Vitamins: To Be or Not To Be? 00:30:00 How the Brain Affects Our Health 00:30:00 What Are Your Nutritional Needs? 00:30:00 Exercise and Play: What Do We Learn? 00:30:00 The Benefits of Walking 00:30:00 The Mind, Body and Soul Interconnectivity 00:30:00 Chiropractic Care: A Benefit to the Well Individual? 00:30:00 Acupuncture: A Benefit to the Well Individual? 00:30:00 The Benefits of Being Well 00:30:00 Where You Live Affects Your Wellness 00:30:00 The Benefits of Being Fit 00:30:00 Music: Our Connection to the Higher Conscious 00:30:00 The Yin and Yang of the Healthy Individual 00:30:00 Right Hand vs. Left Hand: Who's Healthier? 00:30:00 Is Your Mind Playing Tricks? 00:30:00 Becoming a Personal Trainer Malnutrition 01:00:00 Physiology and Kinesiology 00:30:00 Aerobic Training 01:00:00 Weight Training 00:30:00 Muscle Exercise Cross Reference 00:15:00 Fitness Testing 00:30:00 Stretching 00:15:00 Yoga 00:15:00 Pregnancy 00:15:00 Senior Fitness 00:30:00 Exercise Injury 00:30:00 Personal Training Tips 00:15:00 Personal Trainer Mistakes & Solutions 00:30:00 What to Avoid & Problem Areas Nutritional Deficiencies & Food Allergies 00:02:00 Organic vs Toxic Chemicals - Finding Balance 00:06:00 Fads. Trends, and Extremes in Diet 00:03:00 Exercise Unlocks Nutrients 00:04:00 Water 00:03:00 Rest 00:04:00 Calorie Intake & Menu Development 00:05:00 Practical Application & Summary 00:04:00 Additional Study Material Nutrition for Optimal Health -Handouts 00:00:00 Additional Supporting Material : Diet 00:00:00 Additional Supporting Material - Healthy Eating A Practical Guide 00:00:00 Mock Exam Mock Exam- Diet and Nutrition Practitioner Diploma 00:30:00 Final Exam Final Exam- Diet and Nutrition Practitioner Diploma 00:30:00 Order Your Certificates and Transcripts Order Your Certificates and Transcripts 00:00:00

Overview Psychology: Psychologist Training opens doors to a world where you can understand people better. This course gives you the tools to look at how people think, feel, and act. The UK's mental health field is growing fast, with more than 40,000 psychologists and therapists working in the NHS alone. This means there are many chances for new psychologists to find work and help others. Our course covers all the important parts of psychology.  You'll learn about how children grow up, why people do what they do, and how our brains work. We also teach you about different mental health issues and how to study human behaviour properly. By the end of the course, you'll know how to look at problems from many angles and help people with their mental health. This knowledge is useful in many jobs, not just as a psychologist. You could work in schools, hospitals, or even help businesses understand their workers better. If you like figuring out puzzles about how people tick, this course is for you. It's a chance to learn skills that can change lives and make the world a bit better. Join us to learn about the amazing science of the human mind and how you can use it to help others. In this course, you will: Understand the fundamental principles and approaches of psychology Analyse human behaviour, emotions, and cognitive processes Examine developmental stages from childhood through adulthood Explore various psychological disorders and their characteristics Apply research methods and assessments in psychological studies Evaluate ethical considerations in psychological practice and research Process of Evaluation After studying the Psychology : Psychologist course, your skills and knowledge will be tested with a MCQ exam or assignment. You must get a score of 60% to pass the test and get your certificate.  Certificate of Achievement Upon successfully completing the Psychology : Psychologist course, you will get your CPD accredited digital certificate immediately. And you can also claim the hardcopy certificate completely free of charge. All you have to do is pay a shipping charge of just £3.99. Who Is This Course for? This Psychology : Psychologist is suitable for anyone aspiring to start a career in Psychology : Psychologist; even if you are new to this and have no prior knowledge on Psychology : Psychologist, this course is going to be very easy for you to understand.  And if you are already working in the Psychology : Psychologist field, this course will be a great source of knowledge for you to improve your existing skills and take them to the next level.  Taking this Psychology : Psychologist course is a win-win for you in all aspects.  This course has been developed with maximum flexibility and accessibility, making it ideal for people who don't have the time to devote to traditional education. Requirements This Psychology : Psychologist course has no prerequisite.  You don't need any educational qualification or experience to enrol in the Psychology : Psychologist course. Do note: you must be at least 16 years old to enrol. Any internet-connected device, such as a computer, tablet, or smartphone, can access this online Psychology : Psychologist course. Moreover, this course allows you to learn at your own pace while developing transferable and marketable skills. Course Curriculum Perspectives in Psychology Promo Video 00:01:00 What is Psychology 00:10:00 The Biological Approach 00:10:00 Behaviourist and Cognitive Approaches 00:10:00 Person-Centred Approaches 00:08:00 Research Methods in Psychology 00:12:00 Debates in Psychology 00:13:00 Social Psychology Social Influence: Compliance, Obedience and Conformity 00:10:00 Social Cognition 00:09:00 Applied Social Psychology 00:10:00 Cognitive Psychology and Its Applications Perception 00:10:00 Attention 00:07:00 Remembering (Memory) 00:10:00 Forgetting (Memory) 00:07:00 Language 00:10:00 Thinking (Cognition) 00:07:00 Attitudes 00:10:00 Problem-Solving and Artificial Intelligence 00:09:00 Child Development Issues in Child Development 00:05:00 Cognitive Development 00:07:00 The Development of Language and Communication 00:06:00 Social Perception (Interpersonal Perception) 00:06:00 Moral Development 00:09:00 The Psychology of Atypical (Abnormal) Behaviour The definition and Diagnosis of Atypical (Abnormal) Behaviour 00:07:00 Treatments of atypical (abnormal) behaviour 00:07:00 Emotional disorders 00:05:00 Research Methods Research Methods 00:06:00 Research Issues 00:06:00 Data Analysis 00:07:00 Thank You and Good Bye! 00:02:00

Duration 4 Days 24 CPD hours This course is intended for This course is geared for experienced skilled Java developers, software developers, data scientists, machine learning experts or others who wish to transtion their coding skills to Scala, learning how to code in Scala and apply it in a practical way. This is not a basic class. Overview Working in a hands-on learning environment led by our expert instructor you'll: Get comfortable with Scala's core principles and unique features, helping you navigate the language confidently and boosting your programming skills. Discover the power of functional programming and learn techniques that will make your code more efficient, maintainable, and enjoyable to write. Become proficient in creating dynamic web applications using the Play Framework, and easily connect to databases with the user-friendly Slick library. Master concurrency programming with Akka, empowering you to build scalable and fault-tolerant applications that excel in performance. Enhance your testing skills using ScalaTest and ScalaCheck, ensuring the reliability and quality of your Scala applications, while having fun in the process. Explore the fascinating world of generative AI and GPT technologies, and learn how to integrate them into your projects, adding a touch of innovation and intelligence to your Scala solutions. If your team requires different topics, additional skills or a custom approach, our team will collaborate with you to adjust the course to focus on your specific learning objectives and goals. Discover the power of Scala programming in our comprehensive, hands-on technical training course designed specifically for experienced object-oriented (OO) developers. Scala is a versatile programming language that combines the best of both OO and functional programming paradigms, making it ideal for a wide range of projects, from web applications to big data processing and machine learning. By mastering Scala, you'll be able to develop more efficient, scalable, and maintainable applications. Fast Track to Scala Programming for OO / Java Developers is a four day hands-on course covers the core principles of Scala, functional programming, web application development, database connectivity, concurrency programming, testing, and interoperability between Scala and Java. Additionally, you'll explore cutting-edge generative AI and GPT technologies, learning how to integrate them into your Scala applications for intelligent suggestions or automation. Throughout the course you?ll explore the latest tools and best practices in the Scala ecosystem, gaining valuable knowledge and experience that can be directly applied to your day-to-day work. With 50% of the course content dedicated to hands-on labs, you'll gain practical experience applying the concepts you've learned across various projects, such as building functional web applications, connecting to databases, designing modular components, and implementing concurrency. Upon completing the course, you'll have a solid understanding of the language and its features, empowering you to confidently apply your new skills in data science and machine learning projects. You'll exit well-prepared to create efficient, scalable, and maintainable Scala applications, regardless of the complexity of your projects. Introduction to Scala Scala features and benefits Comparing Scala with Java and other OO languages Installing Scala and setting up the development environment Object-Oriented Programming in Scala Classes and objects Traits, mixins, and inheritance Companion objects and factories Encapsulation and polymorphism Functional Programming Basics Pure functions and referential transparency Higher-order functions and currying Immutability and persistent data structures Pattern matching and recursion Having Fun with Functional Data Structures Lists, sets, and maps in Scala Folding and reducing operations Stream processing and lazy evaluation For-comprehensions Building Web Applications in Functional Style Introduction to Play Framework Functional web routing and request handling JSON handling with Play-JSON Middleware and functional composition Connecting to a Database Introduction to Slick library Database configuration and setup Querying and updating with Slick Transactions and error handling Building Scalable and Extensible Components Modular architecture and design patterns Dependency injection with MacWire Type classes and type-level programming Implicit parameters and conversions Concurrency Programming & Akka Introduction to Akka framework and Actor model Actor systems and message passing Futures and Promises Supervision and fault tolerance Building Confidence with Testing Introduction to ScalaTest and ScalaCheck Unit testing and property-based testing Test-driven development in Scala Mocking and integration testing Interoperability between Scala and Java Calling Java code from Scala Using Java libraries in Scala projects Converting Java collections to Scala collections Writing Scala code that can be called from Java Using Generative AI and GPT Technologies in Scala Programming Overview of GPT and generative AI Integrating GPT with Scala applications Use cases and practical examples Additional course details: Nexus Humans Fast Track to Scala Programming Essentials for OO / Java Developers (TTSCL2104) 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 Fast Track to Scala Programming Essentials for OO / Java Developers (TTSCL2104) 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.

Duration 3 Days 18 CPD hours This course is intended for This in an intermediate and beyond-level course is geared for experienced Python developers looking to delve into the exciting field of Natural Language Processing. It is ideally suited for roles such as data analysts, data scientists, machine learning engineers, or anyone working with text data and seeking to extract valuable insights from it. If you're in a role where you're tasked with analyzing customer sentiment, building chatbots, or dealing with large volumes of text data, this course will provide you with practical, hands on skills that you can apply right away. Overview This course combines engaging instructor-led presentations and useful demonstrations with valuable hands-on labs and engaging group activities. Throughout the course you'll: Master the fundamentals of Natural Language Processing (NLP) and understand how it can help in making sense of text data for valuable insights. Develop the ability to transform raw text into a structured format that machines can understand and analyze. Discover how to collect data from the web and navigate through semi-structured data, opening up a wealth of data sources for your projects. Learn how to implement sentiment analysis and topic modeling to extract meaning from text data and identify trends. Gain proficiency in applying machine learning and deep learning techniques to text data for tasks such as classification and prediction. Learn to analyze text sentiment, train emotion detectors, and interpret the results, providing a way to gauge public opinion or understand customer feedback. The Hands-on Natural Language Processing (NLP) Boot Camp is an immersive, three-day course that serves as your guide to building machines that can read and interpret human language. NLP is a unique interdisciplinary field, blending computational linguistics with artificial intelligence to help machines understand, interpret, and generate human language. In an increasingly data-driven world, NLP skills provide a competitive edge, enabling the development of sophisticated projects such as voice assistants, text analyzers, chatbots, and so much more. Our comprehensive curriculum covers a broad spectrum of NLP topics. Beginning with an introduction to NLP and feature extraction, the course moves to the hands-on development of text classifiers, exploration of web scraping and APIs, before delving into topic modeling, vector representations, text manipulation, and sentiment analysis. Half of your time is dedicated to hands-on labs, where you'll experience the practical application of your knowledge, from creating pipelines and text classifiers to web scraping and analyzing sentiment. These labs serve as a microcosm of real-world scenarios, equipping you with the skills to efficiently process and analyze text data. Time permitting, you?ll also explore modern tools like Python libraries, the OpenAI GPT-3 API, and TensorFlow, using them in a series of engaging exercises. By the end of the course, you'll have a well-rounded understanding of NLP, and will leave equipped with the practical skills and insights that you can immediately put to use, helping your organization gain valuable insights from text data, streamline business processes, and improve user interactions with automated text-based systems. You?ll be able to process and analyze text data effectively, implement advanced text representations, apply machine learning algorithms for text data, and build simple chatbots. Launch into the Universe of Natural Language Processing The journey begins: Unravel the layers of NLP Navigating through the history of NLP Merging paths: Text Analytics and NLP Decoding language: Word Sense Disambiguation and Sentence Boundary Detection First steps towards an NLP Project Unleashing the Power of Feature Extraction Dive into the vast ocean of Data Types Purification process: Cleaning Text Data Excavating knowledge: Extracting features from Texts Drawing connections: Finding Text Similarity through Feature Extraction Engineer Your Text Classifier The new era of Machine Learning and Supervised Learning Architecting a Text Classifier Constructing efficient workflows: Building Pipelines for NLP Projects Ensuring continuity: Saving and Loading Models Master the Art of Web Scraping and API Usage Stepping into the digital world: Introduction to Web Scraping and APIs The great heist: Collecting Data by Scraping Web Pages Navigating through the maze of Semi-Structured Data Unearth Hidden Themes with Topic Modeling Embark on the path of Topic Discovery Decoding algorithms: Understanding Topic-Modeling Algorithms Dialing the right numbers: Key Input Parameters for LSA Topic Modeling Tackling complexity with Hierarchical Dirichlet Process (HDP) Delving Deep into Vector Representations The Geometry of Language: Introduction to Vectors in NLP Text Manipulation: Generation and Summarization Playing the creator: Generating Text with Markov Chains Distilling knowledge: Understanding Text Summarization and Key Input Parameters for TextRank Peering into the future: Recent Developments in Text Generation and Summarization Solving real-world problems: Addressing Challenges in Extractive Summarization Riding the Wave of Sentiment Analysis Unveiling emotions: Introduction to Sentiment Analysis Tools Demystifying the Textblob library Preparing the canvas: Understanding Data for Sentiment Analysis Training your own emotion detectors: Building Sentiment Models Optional: Capstone Project Apply the skills learned throughout the course. Define the problem and gather the data. Conduct exploratory data analysis for text data. Carry out preprocessing and feature extraction. Select and train a model. ? Evaluate the model and interpret the results. Bonus Chapter: Generative AI and NLP Introduction to Generative AI and its role in NLP. Overview of Generative Pretrained Transformer (GPT) models. Using GPT models for text generation and completion. Applying GPT models for improving autocomplete features. Use cases of GPT in question answering systems and chatbots. Bonus Chapter: Advanced Applications of NLP with GPT Fine-tuning GPT models for specific NLP tasks. Using GPT for sentiment analysis and text classification. Role of GPT in Named Entity Recognition (NER). Application of GPT in developing advanced chatbots. Ethics and limitations of GPT and generative AI technologies.