Week5 19th September 2020
www.bharathkreddy.com
Material for Week 5 of ML boot camp.
Prerequisites - you should be familiar and should at least be able to understand below
- Numpy
- Pandas
- Matplotlib
I am going to follow this book
Hands-on Machine Learning with Scikit-Learn, Keras and TensorFlow
which you can download from here
YOUR CHECKLIST FOR SESSION ON 19th SEPT @ 13:30 PM IST
Items ticked are highly recomended to be completed before session, unticked ones are for the more adventerous of you :)
- Day1: Download this notebook and csv file. Try to recreate this notebook. It is very very important you follow all the steps in the notebook
- Day2: Go through the notebook again - google all the things that you are not comfortable with.
- Day3: Test your knowledge by completing this notebook, you can find the requried data for this notebook here.. Give this an honest attempt and compare your resutls with solutions here
- Day4: Go through the slide deck below and relate to your understanding of Machine Learning and practice the same file as given under Day1
- Day5: You should know every line of code in Day1 notebook. Any doubts please email/text me any time, but it is important you understand all these things.