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Python

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The following topics are covered in this module:

Sl No TopicĀ 
1 Data Science Overview
2 Data Analytics Overview
3 Statistical & Business Applications
4 Basics of Python
5 Installation of Anaconda3 & Jupyter Notebook
6 Basic Arithmetic & Logical Operators
7 List, Tuples, Dictionaries
8 Functions, Methods
9 Conditional statements ( IF, IF-ELSE, ELIF)
10 For, while, do-while loops in python
11 List Comprehension
12 NumPy
13 Pandas
14 Python for Data Science (Data Cleansing, Manipulation)
15 Exploratory Data Analysis (EDA)
16 Machine Learning with Python (Scikit-Learn)
17 Data Visualization in Python with Matplotlib
18 Project

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