Currency:

- For aspiring Data Scientists, Python is probably the most important language to learn because of its rich ecosystem.
- Python has gained a reputation as being easy to learn. The syntax of the language is designed to be readable.
- To do high-performance computing, Python is a viable option today.
- Our Python course focus on practical learning from beginning to advanced level.

Introduction to python

Installation of Anaconda

Installation of Anaconda

Python Variable

Understanding more about variable

User input variable

Understanding more about variable

User input variable

Calculate discounted price

Conditional Statements

Conditional statement(if elif else)

More of if else elif

Conditional Statements

Conditional statement(if elif else)

More of if else elif

Python string functions

Python Numeric function

Python Numeric function

Introduction to Loop

FOR loop for Sum

FOR loop for multiplication

While loop

FOR loop for Sum

FOR loop for multiplication

While loop

Introduction to python list

Indexing of Python List

slicing of list

Modifying a list

List methods

Indexing of Python List

slicing of list

Modifying a list

List methods

Python Tuple

Functions on Tuple

Functions on Tuple

Python Dictionary

Functions on dictionary

Methods of Dictionary

Functions on dictionary

Methods of Dictionary

Python Set

Create your own functions

Classes in python

Inheritence in Python

Time management function

Classes in python

Inheritence in Python

Time management function

2 D Plot

Scatter Plot

Bar Chart

Area Plot or Stack Plot

Pie Plot

Scatter Plot

Bar Chart

Area Plot or Stack Plot

Pie Plot

Introduction to numpy

Array in Numpy

Matrices using Numpy

Mathematical fuctions using numpy

Array in Numpy

Matrices using Numpy

Mathematical fuctions using numpy

Data frame and series in Pandas

Indexing in Pandas

Mathematical Operations in Pandas

Graph plots in Pandas

Indexing in Pandas

Mathematical Operations in Pandas

Graph plots in Pandas

Concept of linear regression

Code from Scratch and using Python Library

Code from Scratch and using Python Library

Theory of logistic regression

Code from scratch and using python library

Code from scratch and using python library

SVM theory: Linear, Dual SVM and Kernel Trick

Handson session on SVM

Handson session on SVM

Nearest Neighbor Regression-Theory and Code

Nearest Neighbor Classification-Theory and Code

Nearest Neighbor Classification-Theory and Code

Curse of dimensionality

Principal Component Analysis

Principal Component Analysis

Hierarchical Clustering: Theory and Code-along

Gaussian Mixture Model: Theory and Code-along

Gaussian Mixture Model: Theory and Code-along

Understanding decision tree

Decision tree codes

Decision tree codes

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