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Python Basics and Installation
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Introduction to Python and Installation
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Python Basics
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Python Basics (Arithmetic Operations and Data Types)
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Quiz - Python Basics
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Resources
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Data Structures in Python
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Data Structures - List
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List (Indexing and Slicing)
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List ( Adding and Removing Elements)
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Quiz - Lists
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Assignment - Lists
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Coding Assignment - Lists
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Solutions to the Coding Assignment - Lists
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Tuples
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Quiz - Data Structures in Python (Tuples)
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Assignment - Tuples
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Coding Assignment - Tuples
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Solutions to the Coding Assignment - Tuples
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Sets (Part 1)
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Sets (Part 2)
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Quiz - Data Structures in Python (Sets)
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Assignment - Sets
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Coding Assignment - Sets
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Solutions to the Coding Assignment - Sets
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Strings
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Quiz - Strings
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Assignment - Strings
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Coding Assignment - Strings
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Solutions to the Coding Assignment - Strings
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Dictionaries
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Quiz - Dictionaries
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Assignment - Dictionaries
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Coding Assignment - Dictionaries
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Solutions to Coding Assignment - Dictionaries
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Resources
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Conditionals and Loops
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Conditional Statements
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While Loops
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For Loops
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List and Dictionary Comprehensions
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Quiz - Conditionals and Loops
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Assignment - Conditionals and Loops
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Coding Assignment - Conditionals and Loops
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Solutions to Coding Assignment - Conditionals and Loops
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Resources
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Functions and Patterns
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Functions (Part 1)
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Functions (Part 2)
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Lambda Function
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Quiz - Functions and Lambda Functions
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Assignment - Functions and Lambda Functions
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Coding Assignment - Functions and Lambda Functions
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Solutions to Coding Assignment - Functions and Lambda Functions
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Patterns
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Assignment - Patterns
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Coding Assignment - Patterns
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Solutions to Coding Assignment - Patterns
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Resources
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OOP Concepts and File Handling
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OOP (Part 1)
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OOP (Part 2)
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Assignment - OOP
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Coding Assignment - OOP
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Solutions to Coding Assignment - OOP
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File Handling (part 1)
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File Handling (Part 2)
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Assignment - File Handling
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Coding Assignment - File Handling
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Solutions to Coding Assignment - File Handling
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Resources
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Libraries
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Numpy (Part 1)
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Numpy (Part 2)
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Numpy (Part 3)
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Quiz - Numpy
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Coding Assignment - Numpy
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Solutions to Coding Assignment - Numpy
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Pandas (Part 1)
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Pandas (Part 2)
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Matplotlib (Part 1)
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Matplotlib (Part 2)
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Coding Assignment - Pandas, Matplotlib, Seaborn
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Seaborn
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Solutions to Coding Assignment - Pandas, Matplotlib, Seaborn
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Resources
Preview - Python for Data Science (Without Mentor Support)
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