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2021-02-22 17:30 to 2021-02-26 19:00
February 22, 2021
IIPM Certified Training Program on Python for Data Science
Dr. Arabinda Mohanty
Indian Institute of Production Management,
This Level 1 Python training is designed for developers with experience of other languages who need to get up to speed on Python. At the end of this course the students will know the essentials of the Python language, how to use Python’s module system to structure code, and how to approach the development of Python programs.
We’ll cover the core Python language and the standard library in detail. This course will cover various skills including text manipulation, modular programming, working with and retrieving data, interacting with files on your computer, and using some of the more popular third-party libraries (and getting them installed when and where we need them). The goal is to get participants up and running with Python in as short a time as possible.
Importance of the Course
Understand how to install and use Python
Understand the fundamental Python programming techniques and tools.
Python Programming and Numpy
Matplotlib and its Working – Packages & Applications
Scikit learn, Keras and TensorFlow – Data Science Packages
Working with K means algorithm
Creating a model using Support vector machine ( SVM Algorithm )
Working with linear regression models
Computer vision with python
Algorithms with Python
The Program is mix of Theory sessions, Quizzes, Hands on Sessions, Liver Interaction with
Experts, Assignments and Practical Exercises. Maximum Impetus is given to Hands on Sessions
so as to enable the participants with the maximum knowledge transfer and satisfaction. The
ratio of the theory, practical sessions will be 30:70.