Pandas and Scikit-learn For Data Analysis & Machine Learning

Description

In this course, you will :

• Update your resume with one of the in demand skill : Data analysis Pandas
• Setting up Python in anaconda environment
• Refresh Python basics with crash course
• Learn Most demanded python data analysis library : Pandas
• Three important data structure of pandas : Series, Data Frame, Panel
• Learn how to analyse one, two and three dimensional data
• How to group Data for analysis
• How to deal with Text Data with Pandas Functions
• Analyse data having multiple level index.
• Array and Matrix manipulation Library NumPy
• Master pandas with quizzes.
• Data Visualization Matplotlib and Seaborn Library
• Importing data from various different kinds of sources
• Complete Machine Learning work flow implementation with Scikit-learn