I’m overjoyed to share some fantastic news with all of you! 🎉
I’ve been selected as a recipient of the Bertelsmann-sponsored Next Generation Tech Booster program by Udacity. I’ll be joining the Generative AI program.
After successfully completing scholarships and Nanodegree programs for Cloud Developer, Cloud Architect, and Cloud DevOps over the past few years, I can’t wait to dive into the world of Generative AI.
The challenge starts on Wednesday, and I’ll keep you posted about my progress!
Nanodegree program syllabus
The Nanodegree has four courses. Course 1 will be the challenge course.
Course 1: GenAI Fundamentals
Focus: Introduction to generative AI and deep learning fundamentals.
Skills Covered:
– Understanding generative AI and foundation models.
– Hands-on with domain adaptation, ChatGPT, and BERT.
Project: Lightweight Fine-Tuning of a Foundation Model.
– Learn to fine-tune foundation models using Hugging Face and PyTorch.Course 2: LLMs & Text Generation
Focus: Utilizing large language models (LLMs) for text generation.
Skills Covered:
– Business applications of LLMs.
– Prompt engineering and custom dataset creation.
– Retrieval-augmented generation techniques.
Project: Build a Custom Chat Bot.
– Implement semantic search and integrate RAG techniques for chatbot creation.Course 3: Computer Vision & Generative AI
Focus: Image processing and generation using advanced AI models.
Skills Covered:
– Image generation with GANs and diffusion models.
– Transformer-based vision models.
Project: AI Photo Editing with Inpainting.
– Use SAM and Stable Diffusion for image inpainting, including building a user-friendly web interface.Course 4: GenAI Solutions
Focus: Building applications using generative AI.
Skills Covered:
– OpenAI API, LangChain framework, and vector databases.
– Semantic search and personalized AI solutions.
Project: Personalized Real Estate Agent.
– Develop a real estate application with LLMs for personalized content and recommendations.