Introduction – Different types of Machines Learning and AI – Working Nature – AI Impact and Drive Business Model - 7 Rules of AI First Leadership
Introduction – Different types of Machines Learning and AI – Working Nature – AI Impact and Drive Business Model - 7 Rules of AI First Leadership
Image classification - Text classification - Image classification and hyper-parameter tuning - Emerging NN architectures
Issues and Concerns around AI – AI and Ethical Concerns – AI and Bias – AI: Ethics, Bias and Trust - Principles of Ethical AI
A realistic view of AI – Discrimination – Adversarial attacks on AI – AI and Developing economies – AI and Jobs
Reference Book:
Russel, “Artificial Intelligence 3e: A Modern Approach”, 3rd Edition, Pearson Education India, 2015. (Units - I, II, III, IV & V) Artificial Intelligence 3e: A Modern Approach, “Artificial Intelligence For Dummies”, Wiley Publishers, 2018. Charniak, “Introduction To Artificial Intelligence”, Pearson India, 2007. (Units - I, II, III, IV & V)
Text Book:
Joshi.P, “Artificial Intelligence: Building Intelligent Systems”, Prentice Hall India, 1st Edition, 2015. (Units - I, II, III, IV & V)
