Coding

Program Goals:

Created by Guido van Rossum in 1989, the Python language is an interpreted high-level, object-oriented, open-source and multi-paradigm programming language for coding. Python has a design philosophy that emphasises code readability – it has an elegant syntax. Its dynamic typing and other unmistakable features that enable programming on both small and large scales have made this language one of the most utilised programming languages for Web development. Websites of big conglomerates such as Google, Quora, Yahoo Map, YouTube, Instagram etc., are built using Python programming language.

 Learning Objectives:

  • Programmatically download and analyze data
  • Learn techniques to deal with different types of data – ordinal, categorical, encoding
  • Learn data visualization
  • Using I python notebooks, master the art of presenting step by step data analysis
  • Describe Machine Learning
  • Discuss Machine Learning algorithms and their implementation

Topics: 

  • Introduction to Python
  • Sequences & File Operations
  • Deep Dive – Functions, OOP’s ,Modules, Errors & Exceptions   
  • Introduction to Numpy, Pandas and Matplotlib
  • Data Manipulation
  • Introduction to ML with Python
  • Supervised Learning  -1
  • Dimensionality reduction
  • Supervised Learning – 2
  • Unsupervised Learning
  • Association Rules Mining & Recommendation System
  • Reinforcement Learning
  • Time Series Analysis
  • Model Selection & Boosting

 Duration

Contact and Blended- learning Mode: The Course is spread over 5 months

Online mode: The Course is flexible to suit the pace of the students with the maximum time allowed for completion as 12 months

Certification

Certifications for courses in the range of nine to eleven months will be awarded by Regenesys India. These certifications will enhance the student’s résumés and will open the doors to success.

Prerequisites

There is no formal academic qualification required to participate in the short course. It would be favorable to have some familiarity with Python. Students should be a minimum of 14 years of age to enroll, and should be able to demonstrate dedication towards learning.

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