Advanced GPT

Transformers Explained - How transformers work

Transformer Neural Networks - EXPLAINED! (Attention is all you need)

Illustrated Guide to Transformers Neural Network: A step by step explanation

Learn Transformers, explained: Understand the model behind GPT, BERT, and T5

Complete natural language processing specialization covering transformers, attention mechanisms, and modern NLP techniques.

Hi there,Welcome to "Generative AI & ChatGPT Mastery for Data Science and Python" course.Master Generative AI, ChatGPT and Prompt Engineering for Data Science and Python from scratch with hands-on projects Artificial Intelligence (AI) is transforming the way we interact with technology, and mastering AI tools has become essential for anyone looking to stay ahead in the digital age. In today's data-driven world, the ability to analyze data, draw meaningful insights, and apply machine learning algorithms is more crucial than ever. This course is designed to guide you through every step of that journey, from the basics of Exploratory Data Analysis (EDA) to mastering advanced machine learning algorithms, all while leveraging the power of ChatGPT-4o.Data science application is an in-demand skill in many industries worldwide — including finance, transportation, education, manufacturing, human resources, and banking. Explore data science courses with Python, statistics, machine learning, and more to grow your knowledge. Get data science training if you’re into research, statistics, and analytics.Machine learning describes systems that make predictions using a model trained on real-world data. For example, let's say we want to build a system that can identify if a cat is in a picture. We first assemble many pictures to train our machine learning model. During this training phase, we feed pictures into the model, along with information about whether they contain a cat. While training, the model learns patterns in the images that are the most closely associated with cats. This model can then use the patterns learned during training to predict whether the new images that it's fed contain a cat.A machine learning course teach

Welcome to the "Mastering AI Conversations: ChatGPT 2025 Masterclass" on Udemy, where you will learn how to build intelligent chatbots and conversational agents that can engage in natural language conversations with humans.In this course, you will be taught by ChatGPT, a large language model trained by OpenAI, which has been developed to understand and respond to human language in a way that is natural and intuitive.Throughout the course, ChatGPT will guide you through the basics of natural language processing (NLP) and machine learning (ML), and show you how to build and train your own chatbot using the latest AI technologies.You will learn how to design conversational flows, handle user inputs, and generate responses that are both informative and engaging. You will also gain a deep understanding of the underlying technologies that power modern chatbots, such as neural networks, sequence-to-sequence models, and attention mechanisms.By the end of the course, you will have the skills and knowledge necessary to build your own AI-powered chatbot that can converse with users on a wide range of topics, from customer support to personal assistants.So if you're ready to take your AI conversational skills to the next level, enroll in the "Mastering AI Conversations: ChatGPT 2025 Masterclass" today and start building your own intelligent chatbot!

Course overview Transform how you communicate with large language models. This intensive, hands-on program teaches the principles and practice of prompt engineering for modern LL Ms (ChatGPT, GPT-4 and similar models). Learners will master a proven set of techniques to reliably shape outputs, extract high-value insights, and optimize model performance for real-world tasks.Why this course Practical focus: workshops, real-world case studies, and iterative feedback cycles.Framework-driven: learn a repeatable prompt-design method (instruction, context, examples, persona, format, tone) to improve consistency and control Tool-ready: apply techniques across ChatGPT/GPT-4 and complementary AI tools used in industry workflows Course structure Foundation &amp; Theory Modern LLM architectures and capabilities (ChatGPT, GPT-4, distinctions from GPT-3.5)Core prompt engineering principles and behavioral mechanics Contextual conversation design and session-state management Response quality metrics and performance boundaries Practical Applications Hands-on prompt-crafting labs with iterative testing and evaluation Industry-specific use cases (marketing, product, data, support, engineering)Peer review &amp; instructor feedback sessions Performance tuning and evaluation exercises Core modules (7)Module 1 — ChatGPT &amp; LLM EssentialsLLM architectures, strengths, and limitations Model behavior, safety considerations, and hallucination mitigation Module 2 — Engineering Fundamentals Core prompt-building blocks and decomposition Output-targeting techniques and common pitfalls Module 3 — Context Mastery<

Welcome to the "Azure OpenAI &amp; Prompt Engineering Zero to Hero with Chatgpt" course!In this course, you will learn how to work with Azure OpenAI, specifically the GPT-3.5/4 model and how to use it for prompt engineering, which is the art of crafting effective prompts to generate high-quality text responses. You will start with the basics of Azure OpenAI and progress to more advanced topics, such as prompt engineering, data preparation, and model fine-tuning. By the end of this course, you will have a strong understanding of Azure OpenAI and how to use it for prompt engineering, as well as the skills to build your own powerful AI applications using GPT-3.5.This course is designed for developers and data scientists who are interested in learning how to work with Azure OpenAI and want to become proficient in prompt engineering. Learn about the fundamentals of Azure OpenAI and Prompt Engineering.Understand the concept of natural language processing and how it works with AI.Dive deep into the principles of prompt engineering, and how it can be used to generate human-like text.Explore the different tools and platforms offered by Azure for OpenAI and Prompt Engineering.Understand the importance of pre-training and fine-tuning in creating robust AI models.Discover how to use GPT-3 models for text completion and generation.Learn how to train and deploy GPT-3 models on Azure.Gain insights into best practices for working with OpenAI and Prompt Engineering.Learn about the ethical considerations and potential risks associated with AI and how to mitigate them.By the end of this course, you will have a solid understanding of Azure OpenAI and Prompt Engineering and be able to apply this knowledge to create powerful and effective AI models. Whether you are a developer, data scientist, or AI enthusiast, this course will

If you are completely new to the AI world, then this course is for you. Whether you're a student, freelancer, content creator, or working professional, this beginner-friendly course will help you understand and use the tools that are shaping the future of work and communication.At the heart of this course is ChatGPT, a powerful AI chatbot built by OpenAI using advanced Generative AI. ChatGPT can write, explain, brainstorm, summarize, translate, create images, and even help with coding — all through natural, human-like conversations. You’ll learn how to use ChatGPT to speed up your work, generate content, solve problems, and bring ideas to life.But ChatGPT is just one part of a bigger picture. This course also introduces you to the core concept behind it: Generative AI. Generative AI is a type of artificial intelligence that creates new content — not just text, but also images, audio, video, code, and more. To use these tools effectively, you need to learn Prompt Engineering — the essential skill of writing clear, specific instructions (called prompts) to guide AI. Since AI doesn't “understand” like humans do, your input has to be carefully written to get accurate, high-quality results. This course teaches you how to craft effective prompts, provide context, define tone or format, and refine your output step by step.What You'll Learn:ChatGPT fundamentals ChatGPT best practices ChatGPT prompts ChatGPT Real-world use cases ChatGPT advanced featuresAI Fundamentals Generative AI&nbsp;Fundamentals Prompt Engineering Prompt Engineering techniques What is ChatGPT?ChatGPT is a smart AI chatbot developed by OpenAI. It can understand what you type and respond in a natural, human-like way. You can us

The ChatGPT Masterclass Zero to Hero is a comprehensive course designed to equip you with the necessary skills and knowledge to master the art of communication through text. This course is ideal for individuals who want to improve their software development skills, and writing skills, enhance their online presence, or simply communicate more effectively in today's digital world.Throughout this course, you will be guided by ChatGPT and also applying Generative AI, a large language model trained by OpenAI, based on the GPT-3.5 architecture. ChatGPT will serve as your personal tutor, providing you with customized feedback and guidance every step of the way.Participate in Practice test to test your learning skillsupdate: Learn the top AI tools every professional needs to boost productivity The course is divided into several modules, each covering a specific topic related to the development and text communication. These modules include:Introduction to ChatGPT - In this module, you will learn the basics of ChatGPT text communication and its importance in today's world. You will also learn about the different types of text communication and their respective applications.Developer Techniques - In this module, you will learn about the different techniques that can be used to improve your software development skills. You will learn about programming, website creation, code debugging, and other aspects of writing that can make your code development more effective.Understanding your Business - In this module, you will learn about the importance of understanding your SEO when communicating through a website. You will learn how to tailor your message to different audiences and how to use language to effectively convey your message to scale your business.ChatGPT for Students - I

Are you interested in leveraging the power of AI to streamline your Data Science projects?Do you want to learn how to use ChatGPT and GenAI technologies to design efficient data science workflows and create stunning data visualizations?Are you a data scientist, project manager, or entrepreneur keen on leveraging AI tools to kick-start and execute data science projects efficiently?If the answer is yes to any of these questions, this course is tailor-made for you!ChatGPT, developed by OpenAI, is an advanced language model that can be applied to various data science tasks, including data preparation, feature engineering, data analysis, and report generation. This course, "ChatGPT for Data Science and Data Analysis in Python", will help you significantly use ChatGPT to speed up your data science projects.Data Science continues to be one of the most in-demand fields, offering numerous career opportunities across sectors. With the advent of AI technologies like ChatGPT, it's now possible to execute data science projects more efficiently, reducing time and effort significantly.&nbsp;And we will teach you how. Here's what sets this course apart:A focus on practical application: From prompt engineering to text classification, you will learn to apply ChatGPT in real-world data science contexts.Step-by-step guide: Each module is designed to build on the previous one, ensuring a comprehensive understanding of how to use ChatGPT for various stages of a data science project.Collaborative learning: Learn how to use ChatGPT to improve team communication, a critical skill in any data science project.What will you learn?How to design efficient prompts in ChatGPT for optimal results.Techniques to initiate data science projects using ChatGPT, potentially reducing start-up time by

Welcome to the Comprehensive Generative AI Course, your gateway to mastering the exciting world of Generative Artificial Intelligence. With this course, you'll gain the knowledge and skills needed to excel in this rapidly growing field which is expected to be valued at $100 billion over the next years.With multiple hours of content, world class slides and resources, this course is the most detailed Generative AI&nbsp;course you will find. Even if you have zero programming experience, this course will take you from beginner to mastery. Here's why:The course is taught by a PhD in computer science with multiple publications who has taught in multiple universities all over the world for years. The course has been created to be 2023 ready and you'll be learning the latest tools and technologies used at large companies such as OpenAI.This course doesn't cut any corners, there are beautiful detailed presentations, assignments, projects, downloadable resources, articles, and so much more. The curriculum was developed over years while the instructor taught at the university level, with comprehensive student testing and feedback.We've taught thousands of students how to code and many have gone on to change their lives by becoming professional developers or starting their own tech startup.The course is constantly updated with new content, with new projects and modules determined by students - that's you!We'll take you step-by-step through engaging video tutorials and teach you everything you need to know to understand Generative AI&nbsp;and succeed in the industry. The course includes multiple hours of HD video tutorials and builds your knowledge while working on actual a

Imagine having the power to talk to AI and get exactly what you need—whether it’s solving problems, brainstorming ideas, or writing something amazing. That’s what "ChatGPT Mastery : The Ultimate Guide to Prompt Engineering" is all about. This course is your ticket to understanding how to work with ChatGPT, OpenAI’s powerful AI model, and making it do exactly what you want.Think of it as learning the language of AI. The course takes you step-by-step through the art of crafting prompts, essentially, figuring out how to ask ChatGPT questions in a way that gets you clear, helpful, and meaningful answers. It’s not just about knowing what to type; it’s about knowing how to think when you interact with AI.You’ll learn all about what ChatGPT can do, where it shines, and even where it might need a little nudge. Whether you’re in a professional field or just love tech, this course shows you how to use AI tools like ChatGPT for everything from solving tough problems to creating incredible stories and content.It’s a hands-on journey into the world of AI, touching on important topics like how AI works, how it generates responses, and even the ethics of using it responsibly. By the end of it, you’ll not only be confident in working with ChatGPT but also have a solid understanding of how AI is shaping the world around us.Whether you’re an AI newbie or a tech-savvy pro, this course is designed to help you unlock the full potential of ChatGPT, turning it into your go-to tool for innovation and creativity.So, what are you waiting for? Join me in this exciting journey to master ChatGPT and unlock the endless possibilities of AI. Let’s get started, I'll see you in the course!