Cara Install Python VS Code Jupyter NoteBook + Numpy, Matplotlib, Pandas, Scikit Learn, Tensor Flow
This video explains how to install Python and Visual Studio Code on Windows, along with the extensions used: Code Runner, Python, and Jupyter NoteBook. It also explains how to install several commonly used libraries for learning Python programming, data mining, data science, machine learning, and deep learning: Numpy, Matplotlib, Pandas, Scikit Learn, and Tensor Flow. UPDATE: For TensorFlow, you can now use "pip install tensorflow." This includes CPU and GPU requirements. However, if you're using Windows 10 or 11, have an Nvidia GPU, and have installed the CUda Toolkit, I recommend installing it using "pip install tensorflow-gpu==2.10.0."
Machine Learning: • Machine Learning
00:00 - Intro
00:49 - Install Python
04:02 - Install Visual Studio Code
05:08 - Add Python Path
07:13 - Install Python Extension
07:42 - Install Code Runner Extension
08:32 - Creating Your First Program Code
09:10 - Install Jupyter NoteBook Extension
11:21 - Install NumPy Library
13:43 - Install Matplotlib Library
15:00 - Install Library Pandas
15:49 - Install Scikit Learn Library
16:46 - Install Tensor Flow Library
17:58 - Install Tensor Flow GPU Library
19:23 - Check Library Install Results
21:16 - Conclusion
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