Course on Artificial Intelligence

Course Overview:

The AI world is slowly catching up and it will become prominent in the coming years without any doubt. Hence, if you are planning to make a mark in the AI industry, it is time you are exposed to AI concepts, AI applications, machine learning, and more to gain a strong foothold. This live course will get you started with AI ethics, bias, and more, even demonstrating ways to orchestrate a mini project. Explore the world of AI with this interactive live course and excel in your career.

Learning Outcome:

Upon completion of the course, you will be able to process supervised data with Machine Learning and work with relevant APIs. Key topics covered include:

• Introduction to Artificial Intelligence
• Learning basic statistics and probability theory
• Introduction to Python Programming, Tensor flow
• Introduction to machine learning, Supervised algorithm for AI problem
• Supervised algorithm for AI problem, Decision Tree
• Introduction to OPEN-CV, Library and packages to use for image and video processing, Concept of image segmentation in AI
• Introduction to NLP(nltk), Text mining using NLP
• Text mining processes (tokenizer, stemming, lemmatization, pos, syntax, chunking etc)
• Understanding various components of Neural Networks
• Keras, Theano, Tensor Flow – Installation, Introduction to Keras, Theano, Tensor Flow.
• K-means clustering, Case Study