search

aribis369 / ML-Starter-Pack

A collection of Machine Learning algorithms written from sctrach.
75 stars 52 forks source link

Added ML Project Workflow #45

Closed sanketgautam closed 6 years ago

sanketgautam commented 6 years ago

Many Students(Beginners) Face problems regarding how to start a Machine Learning Project, How all the pieces are coupled together to create a fully-functional ML Project. This PR contains the addition of a Jupyter Notebook which demonstrated basic steps required to build a successful ML project piece-by-piece by taking an example of a simple standard Housing Price Prediction Problem. It uses following Scientific Libraries - Scikit-Learn, NumPy & Pandas. It describes and demonstrates the sequence of steps involved in making a ML project from start till the production launch. It also explored multiple options at each step in the process. It also provides some tips on best practices to be used, and also provide sufficient exposure of Python's Scientific Libraries to Absolute Beginners.

ayanmaity201 commented 6 years ago

Really nice effort.

sanketgautam commented 6 years ago

Thanks @ayanmaity201, @aribis369 Can you please merge this PR?

aribis369 commented 6 years ago

@skg234 Nice tutorial, good explanation.

aribis369 commented 6 years ago

Merged.