MACHINE LEARNING

Python foundation

The world’s most valuable resource is no longer oil, but data.A century ago, the resource in question was oil. Now similar concerns are being raised by the giants that deal in data, the oil of the digital era. Data science is the art of uncovering the insights and trend in the data which surrounds us.

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About the course

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Python is an easy to learn, powerful programming language. You can use Python when your data analysis tasks need to be integrated with web apps or if statistics code needs to be incorporated into a production database.

Being a full-fledged programming language, it’s a great tool to implement algorithms for production use. While the infancy of Python packages for data analysis was an issue in the past, this has improved significantly over the years. In this course, you will learn about NumPy and Pandas (data manipulation) for data analysis.

Skills you will gain

  • Programming
  • NumPy
  • Pandas

Course Syllabus

Module 1

Python Basics

2.5 Hrs

1 Quiz
  • Basic Installation of Python
  • Keyboard shortcuts and installing packages
  • Introduction to NumPy and its functions
  • How to select group of objects from a particular array
  • Indexing a matrix
  • Selection techniques
  • Input output options and saving files
  • Pandas and its functions
  • NumPy vs Pandas package
  • Functionalities using Pandas
  • Pandas dataframes and indexing
  • Indexing in depth
  • Deal missing data and group-by options
  • Merging similar to SQL logic
  • Basic operations in Pandas
  • Show more

Project

Exploratory Data Analysis on Pima Indian Tribe

Course certificate

Get Python foundation course completion certificate from Great learning which you can share in the Certifications section of your LinkedIn profile, on printed resumes, CVs, or other documents.