AI for Engineers

Syllabus

Content

• Unit 1 – Introduction to AI & ML
  • Presentation
• Unit 2- Data & Algorithm
  • Presentation
  • Notes
• Unit 3- Natural Language Processing (NLP)
  • NLP -ppt
  • Chatbots ppt
  • Chatbots Assignment
• Unit 4- Artificial Neural Networks & Deep Learning
  • ANN & DNN ppt
• Unit 5- Application of AI
  • Application of AI Notes

Notes

• Unit 1 & Unit 5
• Unit 2
• Unit 3 & Unit 4

Further Reading Resources

Unit 3- Natural Language Processing (NLP)

• NLP vs. NLU vs. NLG: the differences between three natural language processing concepts
• Speech Recognition
  • IBM Speech Recognition
  • Google speech to text research
• NLU Resources
  • Microsoft- LUIS
  • IBM Watson
  • Azure services
• Natural Language Generation@ Narrative Science
• NLG Uses @ Medium 
• A Gentle Introduction to Neural Machine Translation
• Uses of MT

Further reading materials for Chatbot

• Deloitte- conversational chatbots
• Chatbots in Customer Service- Report by Accenture
• Bots, Algorithms & AI in Customer Support- Mckinsey Report