Introduction to Generative AI
• Overview of Artificial Intelligence, Machine Learning, and Generative AI
• Understanding AI models, automation, and intelligent systems
• Setting up essential AI tools and development environments
• Basics of data handling and AI workflows
Python & Data Foundations
• Python programming fundamentals for AI development
• Working with NumPy, Pandas, and data preprocessing
• Data visualization using Matplotlib and Seaborn
Machine Learning & Deep Learning
• Understanding supervised and unsupervised learning concepts
• Regression, classification, clustering, and model evaluation
• Neural networks, TensorFlow, Keras, and PyTorch basics
Generative AI & Transformers
• Understanding Transformers, GANs, and Attention Mechanisms
• Working with Hugging Face Transformers and pre-trained models
Research Breakthrough Possible @S-Logix