Complete Generative AI Bundle Course with Lang Chain and Hugging Face

Unlock the full potential of Generative AI with this comprehensive course designed to take you from the fundamentals to advanced applications. Whether you are a beginner or an experienced developer, this course provides an in-depth understanding of how to build, optimize, and deploy AI-powered applications using LangChain and Hugging Face.

What You’ll Learn

1. Introduction to Generative AI

   • Understanding the basics of artificial intelligence and deep learning

   • Key concepts behind generative models such as GANs, VAEs, and transformers

   • The role of large language models (LLMs) in AI applications

2. Working with Hugging Face

   • Overview of the Hugging Face ecosystem

   • Using the Transformers library for NLP tasks

   • Training and fine-tuning pre-trained models for text generation, summarization, translation, and more

   • Implementing real-world projects using Hugging Face models

3. LangChain for AI Application Development

   • Introduction to LangChain and its architecture

   • Building AI-powered chatbots and virtual assistants

   • Connecting multiple LLMs for dynamic AI workflows

   • Handling memory, context, and prompt engineering effectively

4. Advanced Techniques in Generative AI

   • Implementing Retrieval-Augmented Generation (RAG) for smarter AI responses

   • Using vector databases to store and retrieve contextual data

   • Combining multiple AI models for enhanced accuracy and efficiency

   • Customizing LLMs for domain-specific applications

5. Building Real-World AI Applications

   • Developing AI-based document processing systems

   • Automating customer support with conversational AI

   • Creating content generation tools for blogs, marketing, and storytelling

   • Implementing AI-powered recommendation systems

6. Optimization and Deployment

   • Enhancing performance with model quantization and pruning

   • Deploying AI models on cloud platforms like AWS, Google Cloud, and Azure

   • Creating API-based solutions for seamless integration

   • Ensuring ethical AI usage and bias mitigation strategies

Why This Course?

• Hands-on Learning: Practical projects and real-world applications ensure a deep understanding of concepts.

• Up-to-Date Content: Covers the latest advancements in AI, Hugging Face, and LangChain.

• Industry-Relevant Skills: Equips you with the knowledge to build cutting-edge AI applications.

• Comprehensive Coverage: From fundamentals to deployment, every aspect of Generative AI is included.

By the end of this course, you will have the skills and confidence to create advanced AI-driven applications, leverage Hugging Face for natural language processing, and use LangChain to develop intelligent conversational agents. Whether you want to build AI-powered chatbots, automate workflows, or explore innovative AI solutions, this course provides all the tools and knowledge needed to excel in the field of Generative AI.