Data Science with Python

COURSE SUMMERY

This online course of Data Science with Python Programming provides in-depth knowledge of the various libraries and packages that are required to perform data analysis, data visualization, web scraping, machine learning, and natural language processing using Python. This online course is based on live projects, demonstrations, assignments, and case studies.

Who Should Take-up This Course

Any IT experienced Professional who are interested to build their career in development/ data scientist.

Any B.E/ B.Tech/ BSC/ MCA/ M.Sc Computers/ M.Tech/ BCA/ BCom College Students in any stream.

Fresh Graduates.

What are the prerequisites for taking this course

Beginners with no previous programming experience looking to obtain the skills to get their first programming job.

Anyone looking to to build the minimum Python programming skills necessary as a pre-requisites for moving into machine learning, data science, and artificial intelligence

Course Content

  • Introduction to the Data Science
  • Different Sectors Using Data Science
  • Data Analytics Overview
  • The Data Analytics Process
  • Exploratory the Data Analysis (EDA)
  • Statistical Analysis and Business Applications
  • Statistical and Non-Statistical Analysis
  • Python Environment Setup and Essentials
  • Data Types in the Python
  • Basic Operators and Functions in the Python
  • Mathematical Computing with Python (Numpy)
  • Mathematical Functions of (Numpy)
  • Scientific computing with Python (Scipy)
  • Data Manipulation with Pandas
  • The Natural Language Processing with Scikit Learn
  • Web Scraping with BeautifulSoup
  • Python integration with Hadoop MapReduce and Spark

Duration: 45 days