Here's a concise step-by-step guide to download, verify the hash, and set up Conda on your Debian 12 system: 1. Update your system: ``` sudo apt update && sudo apt upgrade ``` 2. Install required dependencies: ``` sudo apt install wget gpg python3 python3-pip ``` 3. Download the Miniconda installer: ``` cd ~/Downloads wget https://repo.anaconda.com/miniconda/Miniconda3-latest-Linux-x86_64.sh ``` 4. Verify the hash of the downloaded installer: ``` wget https://repo.anaconda.com/miniconda/Miniconda3-latest-Linux-x86_64.sh.sha256 sha256sum Miniconda3-latest-Linux-x86_64.sh cat Miniconda3-latest-Linux-x86_64.sh.sha256 ``` 5. Install Miniconda: ``` chmod +x Miniconda3-latest-Linux-x86_64.sh ./Miniconda3-latest-Linux-x86_64.sh ``` 6. Initialize Conda: ``` source ~/.bashrc conda --version conda init bash ``` 7. Create a Conda environment: ``` conda create --name myenv python=3.12 conda activate myenv ``` 8. Update pip and install packages within the environment: ``` python3 -m pip install --upgrade pip python3 -m pip install jupyter numpy pandas matplotlib ``` 9. Launch Jupyter Notebook from the active environment: ``` jupyter notebook ``` 10. Deactivate the environment when done: ``` conda deactivate ``` Remember to replace `myenv` with your desired environment name and adjust the Python version and package list according to your requirements.