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Module 01: Introduction to Python
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Class 01: Basic Syntax, Structure, and Functions – Part 1
Class 02: Basic Syntax, Structure, and Functions – Part 2
Class 03: Introduction to NumPy Library
Module 02: Data Handling with Pandas
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Class 01: Introduction to Pandas – Part 1
Class 02: Introduction to Pandas – Part 2
Class 03: Introduction to Pandas – Part 3
Module 03: Exploratory Data Analysis (EDA)
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Class 01: Data Visualization with Matplotlib & Seaborn
Class 02: Statistical Summaries and Insights
Class 03: Patterns, Trends, and Correlation Analysis
Module 04: Capstone Projects
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Class 01: Flood Data Analysis – EDA Project
Class 02: Product Pricing Strategy – Regression Project
Class 03: Customer Behavior Analysis – Regression Project
Bonus Class: Data Analysis with AI Models
Module 05: Bonus Module – Machine Learning
17 hours 20 Minutes of full lecture videos
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Class 01
01:27:00
Class 02
01:51:00
Class 03
01:51:00
Class 04
02:12:00
Class 05
01:46:00
Class 06
01:26:00
Class 07
02:01:00
Class 08
01:15:00
Class 09
01:29:00
Class 10
44:00
Practice Materials
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Module 06: Python Quizzes
4 Python Quizzes are here
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Python Quiz 01
Python Quiz 02
Python Quiz 03
Python Quiz 04
Python Basics for Data Analytics
আপনি যা শিখবেন:
Python বেসিক: Variables, Data Types, Lists, Dictionaries
Conditional Statements এবং Loops
Functions এবং Modular Coding
Libraries এবং Modules ব্যবহার করা
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