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| File Name: | Udemy – Hands-On AI: Build, Train, and Deploy Advanced AI Projects |
| Content Source: | https://www.udemy.com/course/hands-on-ai-build-train-and-deploy-advanced-ai-projects/ |
| Genre / Category: | Other Tutorials |
| File Size : | 2.8 GB |
| Publisher: | udemy |
| Updated and Published: | June 11, 2024 |
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!
DOWNLOAD LINK: Udemy – Hands-On AI: Build, Train, and Deploy Advanced AI Projects
Hands-On_AI_Build__Train__and_Deploy_Advanced_AI_Projects.part1.rar – 995.0 MB
Hands-On_AI_Build__Train__and_Deploy_Advanced_AI_Projects.part2.rar – 995.0 MB
Hands-On_AI_Build__Train__and_Deploy_Advanced_AI_Projects.part3.rar – 803.7 MB
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