Hands-On AI: Build, Train, and Deploy Advanced AI Projects

Unlock the power of artificial intelligence with our comprehensive, project-based course designed for intermediate to advanced learners. Whether you’re looking to enhance your AI skills or gain hands-on experience with real-world projects, this course has everything you need to master AI applications.

What You’ll Learn:

• Project 1: Retrieval-Augmented Generation (RAG) with LLMs and FAISS
  • Learn RAG architecture fundamentals
  • Differentiate between LLM pretraining and fine-tuning
  • Implement Llama2 with the FAISS Vector Database
  • Detailed code walkthroughs and practical applications

• Project 2: Train Your Own ChatGPT with RLHF
  • Understand Reinforcement Learning from Human Feedback (RLHF)
  • Deep dive into RLHF techniques
  • Implement RLHF on VertexAI
  • Evaluate and optimize your ChatGPT model
• Project 3: Building and Fine-Tuning Large Language Models (LLMs)
  • Explore RNNs, LSTMs, and Attention mechanisms
  • Master Tokenizers and Encoder-Decoder architectures
  • Dive into Transformer models and their variations
  • Practical walkthroughs on prompt engineering
• Project 4: Anomaly Detection Using Autoencoders
  • Develop an end-to-end anomaly detection system
  • Implement autoencoders for effective anomaly detection
  • Hands-on coding with provided datasets
• Project 5: Build a Streamlit Chatbot Using Langchain and GPT
  • Create interactive chatbots with Streamlit
  • Integrate Langchain and GPT for advanced conversational AI
  • Step-by-step coding guidance and data handling

Course Features:

• Hands-On Projects: Real-world AI applications to solidify your learning
• Expert Guidance: Step-by-step instructions and deep dives into complex topics
• Comprehensive Resources: Code, data, and additional materials provided
• Community Support: Join our community for collaboration and problem-solving

Who This Course Is For:

• AI enthusiasts with an intermediate understanding of AI and machine learning
• Developers looking to build and deploy advanced AI applications
• Professionals aiming to enhance their AI skill set with practical projects

Join us in this exciting journey to master AI through hands-on, real-world projects. Enroll now and start building the future of AI today!