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Machine Learning I

Simplified explanations to machine learning concepts in a 8hr course

  • Starts Aug 4
  • 399 US dollars
  • Palo Alto

Available spots

Service Description

Machine Learning is taking over the world and even if you never have to write code for machine learning, you are using it all the time, every day. It's important that our next generation feels at home with this technology so that they are able to better understand an increasingly complex world we live in. This course simplifies the complexities that make Machine Learning mysterious for most of us and explains the concepts in simple terms. It introduces the concepts with examples and hands-on fun exercises which keep the material engaging and interesting. We learn 1. What machine learning is 2. Why is it important, how it is getting used and how its changing the future of technology 3. How it works 4. Introduction to the concepts of regression, classification in simple terms 5. Fundamental steps to follow for any ML problem a. Data collection b. Data cleaning c. Handling categorical data 6. Using linear regression and classification models such as Random data forest, LinearRegressor model, XG Boost, Catboost etc with a real life data set with an explanation on what problem we are trying to solve and how the model is doing it. 7. Hands on model creation for House value prediction 8. More hands on problems for logistic and milti-variate regression Main goal is to demystify the science of Machine learning and spark an interest in this ground breaking technology.

Upcoming Sessions

Cancellation Policy

Cancel 14 days ahead of class start for 100% refund.

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