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PYTHON

Python is a widely used high-level, general-purpose, interpreted, dynamic programming language. Its design philosophy emphasizes code readability, and its syntax allows programmers to express concepts in fewer lines of code than would be possible in languages such as C++ or Java.

Length : 60 Hours

Introduction to Machine Learning

Control Flow Tools

Lists

Tuples

Dictionary

Numbers

Strings

Sets

Functions

Modules

OOPS

CGI( Web Applications)

Regular Expression

Python with Database

Python Networking

Python GUI

Python Files I/O

Python Exceptions

Numpy : Arrays and Matrices

Pandas : Data Manipulation

MatPlotLib: Plotting

Univariate Statistics

Multivariate Statistics

Dimension reduction and feature extraction

Clustering

Linear methods for regression

Linear classification

Non linear learning algorithms

Resampling Methods