Course Introduction
Introduction to Google Colab
Python Basics
Working with Python Data Structures
Python List
Python Tuples
Python Dictionary
Conditional Statements
Loops
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Sample Notebook
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Introduction to Loops (2:05)
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Introduction to for loops demo 1 (3:06)
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Introduction to for loops demo 2 (4:49)
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Introduction to for loops demo 3 (3:21)
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Introduction to for loops demo 4 (6:54)
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Introduction to for loops demo 5 (4:09)
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Iterating over dictionaries (5:50)
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Introduction to Nested Loops (9:52)
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Nested Loops (5:02)
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Introduction to Loops with IF Statement (6:16)
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Iterating over dictionaries with IF Statement (4:42)
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Introduction to WHILE Loops (4:26)
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While loops demo 1 (3:47)
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While loops demo 1 (1:57)
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List comprehension (5:19)
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Enumerate Function (5:27)
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Guided Project: Setting up a login system (13:49)
Functions
Working with Numpy arrays
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Sample Notebook
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Introduction to Arrays (1:38)
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Arrays vs Lists (1:40)
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Creating Arrays (4:36)
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Creating multidimensional arrays (4:31)
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Creating 3 dimensional arrays (3:00)
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Data types (3:04)
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Reshaping arrays (6:01)
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Resize arrays (1:53)
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Indexing arrays (3:05)
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Slicing arrays (4:49)
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Slicing multi dimensional arrays (5:03)
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Vectorization (3:36)
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Basic Numpy operations (3:40)
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Aggregate functions (2:23)
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Aggregate functions and arrays (3:06)
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Mini Project (6:10)
Certificate of accomplishment and review
