Python/Numpy/Jupyter in 2 hrs [Urdu/Hindi]
#python #pythontutorial #numpy #machinelearning #jupyternotebook
Python quick tutorial, covers python basics in first 1.5 hrs.
Numpy, plotting and working with images and files in next 1 hour
Machine learning in 5 Hrs: • Machine Learning in 5 hrs [Urdu/Hindi]
Stanford Python tutorial link (cs231n): https://cs231n.github.io/python-numpy...
Google Colab intro: • Get started with Google Colaboratory (Codi...
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(0:00) Interpreted vs Compiled languages
(1:30) Ubuntu/WSL example
(8:10) Spyder/Anaconda example
(10:51) Jupyter Notebook overview
(19:53) Programming languages overview
(32:00) Google colab intro
(38:17) Python/Jupyter tutorial
(43:00) Data types and operations, int, bool, string
(53:54) Lists
(57:16) Slicing
(1:01:13) For Loops
(1:04:59) List comprehensions
(1:07:43) Dictionaries
(1:17:12) Sets
(1:22:42) Tuples
(1:29:28) Functions and if/else
(1:35:05) Classes
(1:39:13) Numpy
(1:49:22) Numpy Array indexing
(2:05:30) Numpy Array maths
(2:12:48) Broadcasting
(2:19:28) Plotting: Matplotlib
(2:24:13) Read/Display Images
(2:26:42) Reading/Writing text files
(2:29:13) Modules