B.COM112 Digital Technologies for Commerce (Basics of AI and ML) GGSIPU B.Com NEP 2024-25 Notes

Unit 1 [Book]
Introduction and Purpose of Artificial Intelligence Technology, Use	VIEW
Generative Artificial Intelligence Concept and Applications	VIEW
AI Software Applications	VIEW
AI Hardware Applications	VIEW
Core AI Principle’s	VIEW
Generative Artificial Intelligence Best Practices	VIEW
Real-world AI Case Studies	VIEW
AI and Robotics Capabilities	VIEW
Utilizing AI in business	VIEW
Key Fields of Application in AI, Natural Language Processing, Speech, Computer Vision	VIEW
The Future of AI	VIEW

Unit 2 [Book]
Ethics in Artificial Intelligence, Exploring AI and Ethics, Defining AI Ethics	VIEW
Understanding Bias and AI	VIEW
AI Ethics and Regulations	VIEW
AI Ethics, Governance, and ESG	VIEW
Foundations of Trustworthy AI, Operationalizing Trustworthy AI	VIEW
Precision Regulation for Artificial Intelligence	VIEW
Safe and fair AI	VIEW

Unit 3 [Book]
Introduction to Machine Learning	VIEW
Concepts of Deep Learning	VIEW
Machine Learning Workflow	VIEW
Supervised Learning	VIEW
Semi Supervised Learning	VIEW
Unsupervised Learning	VIEW
Reinforcement Learning	VIEW
Cognitive Computing	VIEW
Perception, Learning, Reasoning Neural Networks	VIEW
Predictive Data Models	VIEW
Information-based Machine Learning	VIEW
Similarity-based Machine Learning	VIEW
Probability-based Learning	VIEW
Error-based Learning	VIEW

Unit 4 Machine Learning Models [Book]
Deep Network Practices	VIEW
Deep Learning Models	VIEW
Sampling	VIEW
Coding, and encoding	VIEW
Transfer Learning	VIEW
Multiagent System	VIEW
Robotics	VIEW
Natural Language Processing	VIEW
Causality	VIEW
Data Mining	VIEW
Image Recognition	VIEW
Expert Systems	VIEW
Data Driven Modelling	VIEW
Logic Driven Modelling	VIEW