An Insight into AI, ML and DL

Special Lecture on "An Insight into AI, ML and DL”

An Insight into AI, ML and DL

The key resource person of this lecture was Smt. Sripavithra C K. She is working as an Assistant Professor, in the Department of Computer Science at Maharani’s Science College for Women, Mysuru. She is also the Chairperson, BOE of Computer Science in University of Mysore. She has 16 years of experience in teaching and worked in private organization for 5 years and government institution for 11 years. Madam acquired her MCA from Bharathiyar University and she has completed her M.Phil from Periyar University. She has published papers in National & International Conference. Her Research area includes Cloud Computing, Machine Learning etc.

Smt. Sripavithra C K, Chairperson, BOE of Computer Science in University of Mysore, delivered a special lecture on "An Insight into AI, ML and DL”.

She started the session by highlighting about Artificial Intelligence, Machine Learning and Deep Learning. She also discussed about Google’s AI products and places where AI is being used widely like recommendation systems, AI Healthcare chat bots, AI in news. She gave a brief note on AI – History.

Artificial intelligence aims at enabling machines to execute reasoning by replicating human intelligence ie. to make a smart computer system work just like humans to solve complex problems. Since the main objective of AI processes is to teach machines from experience, feeding the right information and self-correction is crucial.  She also mentioned some applications of AI that are virtual assistants such as Siri, Chat bots, Intelligent humanoid robot, etc.

She also discussed about brief introduction of Machine Learning, various classification techniques namely supervised machine learning, unsupervised machine learning and reinforcement learning.

Machine Learning is a sub-set of AI.ML allows machines to learn from data so they can provide accurate output. She also mentioned some applications of ML such as recommendation systems, search algorithms, Facebook auto friend tagging system, etc.

She emphasized on deep learning and its flavors. Deep learning is a machine learning technique that teaches computers to do what comes naturally to humans. She also mentioned some applications of DL that are Virtual Assistant, Chat bots, Translations, Facial Recognition, Automated Driving, Medical research, Aerospace & Defense etc.

She also highlighted about online courses platform such as Coursera, Udemy, Edex, Brilliant etc.

She concluded her presentation by considering that AI, ML & DL are the most important technological trends in the world.

Smt. Sripavithra C K shared her knowledge and time with all of us and also answered for all the queries & clarified doubts of the participants.