Generative AI: OpenAI API, DeepSeek, and ChatGPT in Python

🌟 Empower Your Business with GenAI: A Deep Dive into OpenAI API, ChatGPT, and GPT-4 in Python 🌟

🚀 Course Overview: Welcome to the forefront of artificial intelligence with our comprehensive course on Generative AI (GenAI), the OpenAI API, and the ChatGPT API. Dive into the world's most advanced Large Language Models (LLMs) with ChatGPT and GPT-4 and learn how to build innovative applications for your business or work projects. This course is an indispensable resource for anyone looking to leverage cutting-edge technology in their field.

📚 Course Structure: This course is meticulously structured into 5 key sections, each designed to build upon the previous one and equip you with practical knowledge and skills:

1. Basic API Usage 🧩

   • Signup process, API key management
   • Environment setup on Windows / Linux / Mac
   • Interacting with the API in Python
   • Understanding billing and pricing models
   • Adhering to OpenAI's usage policies
   • A detailed chatbot tutorial, including managing chat history for contextual understanding.

2. Prompt Engineering 🎨

   • Mastering ChatGPT Prompt Engineering for developers
   • Exploring a variety of use-cases such as JSON/table output, sentiment analysis, language translation, creative writing, text summarization, and question-answering
   • Techniques like chain-of-thought (CoT) prompting
   • Building a stock trading system with ChatGPT

3. Retrieval Augmented Generation (RAG) 🔍

   • Incorporating external data into LLMs to mitigate "hallucination"
   • Understanding semantic search/similarity search with FAISS library
   • Interacting with your data for personalized conversations

4. Fine-Tuning 🔧

   • Learning how to fine-tune ChatGPT with your own dataset for specific needs
   • Ensuring the model behaves according to your business requirements

5. GPT-4 with Vision ✨

   • Exploring GPT-4's unique vision capabilities and its implications
   • Discovering applications like automated homework grading, meme explanation, handwriting transcription, web and game development, and more
   • Writing product descriptions based on images to enhance productivity

👩‍💻 Hands-On Learning Experience: This course is not just theoretical; you'll engage in hands-on exercises and real-world applications to solidify your understanding and mastery of generative AI concepts. With expert guidance every step of the way, you'll be able to apply these powerful tools to solve complex problems and create innovative solutions.

Who Should Take This Course?

• Seasoned developers looking to expand their toolkit with AI capabilities
• AI enthusiasts eager to explore the latest advancements in machine learning
• Industry professionals aiming to incorporate AI into their business processes

🧠 Suggested Prerequisites: To get the most out of this course, we recommend having a solid understanding of Python programming. Familiarity with machine learning concepts will also be beneficial but is not strictly necessary as we'll cover all the fundamental principles within the course.

Are you ready to unlock the endless possibilities of Generative AI and stay ahead in the rapidly evolving landscape of technology? Join us now and transform your approach to business, development, and innovation! 🚀✨