GEN-TFG Session 6: Machine Learning - Deep Dive Hands-on sessions By Ramakrishna Bhupathi

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GEN-TFG Session 6: Machine Learning - Deep Dive Hands-on sessions By Ramakrishna Bhupathi

Post by Admin on Sun Feb 04, 2018 6:04 am

Topic: Machine Learning - Deep Dive Hands-on sessions By Ramakrishna Bhupathi
Date: It will be on Saturdays 9.00 PM EST (Sundays-Jan-2018 07.30 AM India Time). Do expect to be present if session extends by 30 mins to 1 hour more. Exact details of session for that week will be published before Thursdays in GEN-TFG WhatsApp/Email group for the weeks on which sessions are planned. The first session for Machine Learning Deep Dive is expected to be Saturday(10-Feb-2018). Registered people are expected to attend all sessions. Recordings of the sessions will be made available where possible.

Agenda:
Session 1: Introduction to ML, installation,setup.
Session 2: Linear Regression , Multivariant Regression , Predicting House Prices
Session 3: Classification : Analyzing Sentiment
Session 4: Clustering and Similarities
Session 5: Recommending Products
Session 6: Linear Classifiers and Logistic Regression
Session 7: -- Same as Above Continued --
Session 8: Regulations Techniques to deal with Overfitting (Lasso etc)

Each session is one week (Saturday). If needed, multiple weeks will be dedicated for same topic. We will review the program after 8 sessions take up topics depending on your interests.

The details for doing self-study on installation of Ubuntu VM, Python/Anaconda, GraphLab, GitHub, Jupyter are shared by RamaK in email to all registered people.
People are expected to do self-study during week and make the week-end (Saturday) sessions more interactive.

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