Basics of Constraint Optimization

Step 4. Machine Learning

We need to first figure out the problem we are dealing with falls under which category. It has to be one of the 4 categories.  We will try to unders…

Step 3. Exploratory Data Analysis

Exploratory Data Analysis or EDA is the third important step in a data science project pipeline.  The first two are Data Extraction & Data Pre-p…

Data Pre-processing

Step 2: Data Pre-processing: After Data Extraction , this is the second step in a Data Science project.  (i) Check for inconsistencies. Here we check…

Data Science Process End to End

As you are learning Data Science , it is important to understand the complete workflow. This post will give you an overall idea about what goes on i…

How to import a csv file hosted in your google drive

There are numerous ways to make your code reusable & minimize dependencies. One of the common challenges we face is every time we do an analysis …

Lagrange Multiplier & Lagrangian function:

Pre-requisites for learning Data Science

If your aim is to be a Data Analyst, Analytics consultant or a Business Intelligence expert, then this pre-requisites list is not for you. You won…