This chapter will get you started with Python for Data Analysis. We will cover the reasons to learn Data Science using Python, provide an overview of the Python ecosystem and get you to write your first code in Python!
In this chapter, we will introduce some of the most common data structures in Python to you and take you through some of the libraries we commonly use in data analysis.
We start with the first step of data analysis - the exploratory data analysis.
Pandas is at the heart of data analysis in Python. This chapter gets you started with Data Munging in Python using Pandas
We build our predictive models and make submissions to the AV DataHack platform in this section.
This chapter will help to understand the approach of data science experts, "How they do approach a challenge?", "How to select a right algorithm?", "How to combine outputs of multiple algorithms?" and "How to select the right value of model parameter also known as parameter tuning?".