Udemy - Fundamental Guide to AI for Professionals

Files:

• Get Bonus Downloads Here.url (0.2 KB)
~Get Your Files Here ! 1 - Introduction
• 1 - Introduction.mp4 (46.6 MB)
2 - AI Fundamentals & Evolution The Beginner’s Gateway
• 1 - Birth & Evolution of AI From Theory to Reality.mp4 (188.4 MB)
• 2 - Types & Behavioral AI.mp4 (173.1 MB)
• 3 - Responsible AI Rules, Ethics, and Safe Usage.mp4 (53.6 MB)
• 4 - How AI Actually Works The Intelligence Pipeline.mp4 (529.4 MB)
3 - AI Essentials Foundations of Logic, Search & Learning
• 1 - AI vs. ML vs. DL Hierarchy.mp4 (164.5 MB)
• 2 - Search techniques BFS, DFS, A.mp4 (187.9 MB)
• 3 - Optimization Techniques for Problem Solving.mp4 (46.6 MB)
• 4 - Classification & Clustering Concepts.mp4 (174.2 MB)
• 5 - Neural Network Basics.mp4 (169.0 MB)
• 6 - Perceptron & Deep Learning (ANN, CNN, RNN).mp4 (193.4 MB)
4 - Python for AI & Data Science
• 1 - Installing Python & Key Libraries (NumPy, Pandas).mp4 (187.0 MB)
5 - Machine Learning Made Simple From Data to Decisions
• 1 - Introduction to ML Paradigms (Supervised, Unsupervised, Reinforcement).mp4 (172.7 MB)
• 2 - Training and Evaluating ML Models.mp4 (197.2 MB)
• 3 - Model Optimization and Performance Tuning.mp4 (210.7 MB)
6 - Next-Gen AI Systems From Generative AI to Agents
• 1 - Generative AI Fundamentals.mp4 (180.4 MB)
• 2 - LLM.mp4 (165.6 MB)
• 3 - Multimodal AI (Text, Image, Audio Fusion).mp4 (173.8 MB)
• 4 - Retrieval-Augmented Generation (RAG).mp4 (139.7 MB)
• 5 - Transformers.mp4 (200.0 MB)
• 6 - Agentic AI and Autonomous Systems.mp4 (161.9 MB)
• Bonus Resources.txt (0.1 KB)