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Python for Beginers - Learn to code in Python today
Introduction to the course and Python
Course syllabus (3:40)
Course materials
What is Python? (5:46)
Introduction to Jupyter Notebooks
What is a Jupyter Notebook? (2:40)
Offline environment - Anaconda and Jupyter Notebooks (4:17)
Online environment - Google Colab (2:27)
Your first Jupyter Notebook (3:00)
Keyboard shortcuts (0:55)
Keyboard shortcuts - Practice (0:47)
Jupyter Notebook Functionality (7:27)
Start with Python
Variables and data types in Python (2:44)
Variables and data types in Python - Practice (14:23)
Lists in Python (1:32)
Lists in Python - Practice (8:33)
Lists vs Tuples vs Sets (1:27)
Lists vs Tuples vs Sets - Practice (3:04)
Dictionaries in Python (0:48)
Dictionaries in Python - Practice (3:57)
Python Errors (2:10)
Python Errors - Practice (3:47)
Logic in Python (5:21)
Python Loops (2:17)
Python loops - Practice (4:00)
Python Functions (1:18)
Python Functions - Practice (5:30)
Python Packages (1:51)
Python Packages - Practice (1:52)
NumPy - Arrays
Intro to NumPy (1:27)
NumPy - Practice (10:18)
Matplotlib - Visualisations
Intro to Matplotlib (1:20)
Matplotlib - Practice (9:13)
Pandas - DataFrames in Python
Intro to Pandas (1:56)
Pandas - Practice part 1 (10:56)
Pandas - Practice part 2 (7:27)
Pandas Exercise
Pandas Solution (9:24)
Seaborn - Attractive visualisations
Intro to Seaborn (1:05)
Seaborn - Practice (12:01)
Final Project
Introduction to the Final Project (2:19)
Solution to the Final Project (24:26)
Online environment - Google Colab
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