Generative AI:Beginner to Pro with OpenAI & Azure OpenAI

🚀 Course Title: Generative AI for Beginners - Learning with Demos 🎓

🔥 Headline: Master Machine Learning, Deep Learning, Generative AI, and ChatGPT with Practical Demos! 🧠

Dive into the world of Generative AI with our comprehensive course designed for beginners. This isn't just about learning theoretical concepts; it's about getting hands-on experience with real-world applications through engaging demos. From understanding the basics of artificial intelligence to exploring the intricacies of large language models like ChatGPT, you'll gain a solid foundation in AI and its various workloads.

What You'll Learn:

🤖 AI Concepts & Workloads:

• What is AI and its impactful benefits across different sectors.
• Types of AI workloads and how they differ from Machine Learning (ML) and Deep Learning (DL).
• A quiz to reinforce your understanding of AI concepts.

📊 Machine Learning:

• Real-world applications of ML.
• Key ML terminologies demystified.
• An in-depth look at different types of ML, including Supervised, Unsupervised, and Re-inforcement learning.
• Interactive Jupyter Notebook demo to understand the IRIS dataset and create your own ML model.

🧠 Deep Learning:

• The concept of neural networks and their role in AI.
• Exploring various deep learning models and what makes a Transformer Model special.
• Hands-on demos creating and training generative models, including a deep dive into Generative Adversarial Networks (GANs) and Deep Fake videos.

🌟 Generative AI:

• Insights into Generative AI, its use cases, and how it differs from predictive AI.
• A closer look at GPT models, the evolution from GPT-3 to GPT-4, and understanding LLMs.
• The role of embeddings and vector databases in generative AI.
• The art of prompt engineering to maximize AI responses.

💻 AI Infrastructure:

• An introduction to GPUs and their significance in AI computing.
• Demonstrations comparing CPU versus GPU performance.
• Exploring High-Performance Compute (HPC) and RDMA Cluster Network for AI workloads.

🆔 OpenAI & ChatGPT:

• An overview of OpenAI, the entity behind ChatGPT.
• A comprehensive demo on how ChatGPT works, including an exploration of various ChatGPT models.
• Comparing GPT-3 and GPT-4, understanding tokens, and learning about ChatGPT's pricing model.
• Live demos to make API calls with OPENAI APIs, create embeddings, generate images using DALL·E, and convert speech to text.

Why Take This Course?

This course is designed to be both informative and engaging, with a mix of theoretical knowledge and practical demonstrations. By the end of this course, you'll not only understand the principles behind AI but also have the skills to apply them in real-world scenarios. Whether you're an aspiring data scientist, a tech enthusiast, or simply curious about the future of AI, this course will equip you with the tools and knowledge to make informed decisions in the rapidly evolving landscape of generative AI. 🌟

Enroll now and join the ranks of those who are shaping the future of technology! 🚀