Data Science Training With Python

Golive Classes, a leading training company to learn Data Science training with python course and certification with real-time project material, useful notes, and details.

Instructor Goliveclasses
Updated August 17, 2023

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Master Data Science  Training with Python course online with Golive Classes. We provide the best Data Science with PythonTraining course online in Hyderabad and other states in India.

Data Science

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Data Science with Python Online Training Course Content

Module 1: Introduction to the data structures 

a. Lists
b. Tuples
c. Dictionary
d. Sets

 Module 2: Conditional statements

a. If statement
b. If…else statement
c. If..elif…else statements

Module 3: Loops and flow controllers

a. For loop
b. While loop
c. Break, continue and the pass statements

Module 4: Writing functions in Python

a. Passing and receiving values from the functions
b. Lambda function

Module 5 : Object oriented programming systems (OOPS)

a. Creating classes
b. Inheritance
c. Multiple inheritance

Module 6 : Introduction to Numpy

a.Creating arrays
b. Mathematical applications using Numpy

Module 7 : Introduction to Pandas

a. Creating Data frames and Series
b. Database management activities using the data frames

Module 8 : Descriptive statistics with Python

a. Data summarization
b. Data visualization

Module 9 : Inferential statistics with Python

a. One sample t test
b. Two sample t test
d. Proportion tests
e. Chi square tests

Module 10 : Regression analysis

a. Simple linear regression
b. Multiple linear regression

Module 11 : Logistic regression models

Module 12 : Supervised learning

a. Support vector machines
b. Decision tree analysis
c. Random forest

Module 13 : Unsupervised learning

a. K means clustering
b. Hierarchical clustering


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