Awesome Guides

Awesome Guides Data Science The 5 Classification Evaluation metrics every Data Scientist must know

By Rahul Agarwal 07 November 2019

What do we want to optimize for? Most of the businesses fail to answer this simple question.

Data Science Awesome Guides Data Scientists, The 5 Graph Algorithms that you should know

By Rahul Agarwal 02 September 2019

We as data scientists have gotten quite comfortable with Pandas or SQL or any other relational database.

Data Science Awesome Guides The Ultimate Guide to using the Python regex module

By Rahul Agarwal 01 September 2019

One of the main tasks while working with text data is to create a lot of text-based features.

Data Science Awesome Guides How did I learn Data Science?

By Rahul Agarwal 12 August 2019

I am a Mechanical engineer by education. And I started my career with a core job in the steel industry.

Data Science Awesome Guides The 5 Feature Selection Algorithms every Data Scientist should know

By Rahul Agarwal 07 August 2019

Data Science is the study of algorithms. I grapple through with many algorithms on a day to day basis, so I thought of listing some of the most common and most used algorithms one will end up using in this new DS Algorithm series .

Data Science Awesome Guides The 5 Sampling Algorithms every Data Scientist need to know

By Rahul Agarwal 30 July 2019

Data Science is the study of algorithms. I grapple through with many algorithms on a day to day basis so I thought of listing some of the most common and most used algorithms one will end up using in this new DS Algorithm series.

Awesome Guides Data Science Minimal Pandas Subset for Data Scientists

By Rahul Agarwal 20 July 2019

Pandas is a vast library. Data manipulation is a breeze with pandas, and it has become such a standard for it that a lot of parallelization libraries like Rapids and Dask are being created in line with Pandas syntax.