Analyze Data with Python

Data is everywhere. That means more companies are tracking, analyzing, and using the insights they find to make better decisions. In this Skill Path, you’ll learn the fundamentals of data analysis while building Python skills.

What will you learn:
Gain Python skills
Learn data analytics
Move beyond Excel

Includes(Topics)
  • Python ,
  • pandas ,
  • NumPy ,
  • SciPy ,
  • MatPlotLib ,
  • Jupyter Notebooks ,
  • more
Duration : 10 weeks
Hours: 28
Price: Rs.9800
Pre Requisites: None

There are 8 modules in this course

Module

1

Introduction to Data Analysis

Prepare to learn Data Analysis by understanding how and why it is used.

Module

2

Introduction to Python

Learn the fundamentals of Python, one of the most popular programming languages for Data Analysis.

Module

3

NumPy: A Python Library for Statistics

Learn about NumPy, a Python library used to store arrays of numbers, organize large amounts of data, and perform statistical calculations.

Module

4

Data Manipulation with Pandas

Learn the basics of Pandas, an industry standard Python library that provides tools for data manipulation and analysis.

Module

5

Data Visualization with Matplotlib

Insights mean nothing if you can’t present them and convince others that the findings are important. But how do we present data in Python?

Module

6

Statistics for Data Analysis

Learn how to calculate and interpret several descriptive statistics using the Python library NumPy.

Module

7

Hypothesis Testing with SciPy

Learn SciPy, a Python module for comparative statistics, in order to perform many different statistical tests in code.

Module

8

Final Projects

Put your new analysis skills to work with a series of case studies and capstone projects.

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