![Udemy - Hands-On AI: Build, Train, and Deploy Advanced AI Projects Udemy - Hands-On AI: Build, Train, and Deploy Advanced AI Projects](https://www.gfxtra31.com/uploads/posts/2024-06/1718464109666dae6d6b1ec.jpg)
Language: English (US)
Unlock AI Mastery: Practical Projects for ChatGPT, Anomaly Detection, Streamlit Chatbots, RAG and More
https://www.udemy.com/course/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!
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