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Python for Data Science

Complete understanding of the Python, Data visualization and Statistics needed for data mining

Duration: 1 months

  • Introduction to python and data science and applications.
  • Data Types, Operators and Operands.
  • Flow Control Statements and Functions

  • Object-Oriented Programming
  • Lambdas and List Comprehensions
  • Exception Handling Assertions and Logging
  • Files Handling
  • Hands on Exercise + Assignment

  • Exception Handling Assertions and Logging
  • Files Handling
  • Hands on Exercise + Assignment

  • Need for statistics and important statistical tests.
  • Descriptive Statistics
  • Probability

  • Univariate analysis
  • Bivariate analysis
  • Numpy Array operations

  • Working with Pandas
  • Pandas operations on Dataframes
  • Hands on Exercise + Assignment

  • Introduction Data VIsualization with Python.
  • Working with Matplotlib
  • Optimizing visualizations with Seaborn
  • Project - 1
  • Project - 2
₹ 6,000
(40% off Rs. 10,000 )
  • 2+ Projects
  • Course Certification
  • Dedicated online group with mentor
  • Project mentorship with industry professionals