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Python Programming for Data Analytics
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By Admin
- 01/06/2026
- 36 Lessons
- Certificate
Course Description
Python Programming Python is a high-level programming language and it is mainly used in the field
of mathematics and complex program designing, web development, software development and
system scripting. However, we will learn Python program uses for data analytics here
What You'll Learn
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Learn Python programming fundamentals
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Understand Python data structures and data types
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Work with files, databases, and external data sources
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Perform data cleaning and data manipulation
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Analyze datasets using Pandas and NumPy
Prerequisites
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Basic computer knowledge
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Understanding of MS Excel
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No prior programming experience required
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Interest in data analysis and visualization
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Basic understanding of mathematics and statistics is helpful
Course Curriculum
5 Sections • 36 Lessons • 30.00 Total Duration
- Python Overview and Installation steps Video Preview
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Introduction to Python Editors & IDE's (Canopy, Pycharm, Jupyter, Rodeo, Ipython etc…)
Video
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Work around Jupiter Notebook and its customized settings
Video
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Importing Packages (NumPy, SciPy, scikit-learn, Pandas, Matplotlib, etc)
Video
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Data Types & Data objects/structures
Video
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Strings in Python
Video
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Tuples in Python
Video
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Installing & loading Packages & Name Spaces
Video
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Lists in Python
Video
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Dictionaries
Video
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Variable Types and Values
Video
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Reading and writing data (Importing and Exporting)
Video
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Importing Data from various sources (Csv, txt, excel, access etc)
Video
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Database Input (Connecting to database)
Video
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Viewing Data objects - Subsetting, methods
Video
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Viewing Data objects - Subsetting, methods
Video
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Important python modules: Pandas, beautiful soup
Video
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Python Fundamentals Assignment
Assignment
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Python Fundamentals Quiz
Quiz
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Data Analysis and Visualization steps
Video
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Creating graphs
Video
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Bar chart
Video
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Pie chart
Video
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Line chart • Histogram • Boxplot • Scatter • Density
Video
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Introduction to model building steps
Video
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Data exploration and validation
Video
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Descriptive statistics, Frequency Tables and summarization
Video
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Univariate Analysis (Distribution of data & Graphical analysis)
Video
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Bivariate Analysis (Cross Tabs, Distributions & Relationships, Graphical analysis)
Video
₹499.00
₹599.00
Course includes:
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Level advance
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Duration 30.00h
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Lessons 36
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Sections 5
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Certificate Yes
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Resources 10
Secure Payment:
