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ML: Python Virtual Environment - Revision history
2026-06-28T02:32:06Z
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Onnowpurbo: Created page with "Berikut langkah sederhana di Ubuntu: mkdir -p ~/Apps/Python cd ~/Apps/Python Install paket dasar: sudo apt update sudo apt install -y python3 python3-pip python3-venv p..."
2026-06-27T22:09:18Z
<p>Created page with "Berikut langkah sederhana di Ubuntu: mkdir -p ~/Apps/Python cd ~/Apps/Python Install paket dasar: sudo apt update sudo apt install -y python3 python3-pip python3-venv p..."</p>
<p><b>New page</b></p><div>Berikut langkah sederhana di Ubuntu:<br />
<br />
mkdir -p ~/Apps/Python<br />
cd ~/Apps/Python<br />
<br />
Install paket dasar:<br />
<br />
sudo apt update<br />
sudo apt install -y python3 python3-pip python3-venv python3-dev build-essential<br />
<br />
Buat virtual environment:<br />
<br />
python3 -m venv venv<br />
<br />
Aktifkan virtual environment:<br />
<br />
source venv/bin/activate<br />
<br />
Upgrade pip:<br />
<br />
pip install --upgrade pip setuptools wheel<br />
<br />
Install library Python untuk coding, ML, Keras, Pandas, NumPy, dan Jupyter:<br />
<br />
pip install numpy pandas matplotlib scikit-learn tensorflow keras jupyter notebook ipykernel<br />
<br />
<br />
Tambahkan kernel Jupyter:<br />
<br />
python -m ipykernel install --user --name python-ml --display-name "Python ML"<br />
<br />
Jalankan Jupyter Notebook:<br />
<br />
jupyter notebook<br />
<br />
Nanti browser akan terbuka. Pilih kernel:<br />
<br />
Python ML<br />
<br />
Untuk masuk lagi lain waktu:<br />
<br />
cd ~/Apps/Python<br />
source venv/bin/activate<br />
jupyter notebook<br />
<br />
Tes cepat:<br />
<br />
python -c "import numpy, pandas, sklearn, tensorflow, keras; print('OK')"</div>
Onnowpurbo