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Whether you're a data scientist, machine learning engineer, or Python enthusiast, Anaconda is a must-have tool for streamlining your workflow. Packed with pre-installed libraries and tools, Anaconda makes managing Python environments and packages easier than ever. In this blog post, we’ll walk through how to Install Anaconda on Ubuntu 24.04, following the step-by-step instructions provided in Vultr’s comprehensive guide.

What Is Anaconda?

Anaconda is a free, open-source distribution of Python and R focused on data science and machine learning. It comes bundled with more than 1,500 packages, including:

• NumPy

• Pandas

• Matplotlib

• Scikit-learn

• Jupyter Notebook

Along with Conda, its powerful package and environment manager, Anaconda allows users to create isolated environments for each project, helping avoid version conflicts and broken dependencies.

Why Use Anaconda on Ubuntu 24.04?

Ubuntu 24.04 is the latest long-term support (LTS) version, designed for performance, security, and developer-friendly features. By installing Anaconda on Ubuntu 24.04, users benefit from:

• A stable, optimized Linux environment

• Access to powerful development tools

• Seamless management of Python libraries and environments

This setup is ideal for professionals working with large datasets, training machine learning models, or building production-grade scientific applications.

Prerequisites

Before proceeding with the installation, ensure that your system meets the following requirements:

• You are running Ubuntu 24.04

• You have sudo privileges

• Your system is up to date

Update your packages:

sudo apt update && sudo apt upgrade -y

Step 1: Download the Anaconda Installer

To begin, download the latest Anaconda installer for Linux from the official repository. Open your terminal and run:

This command downloads the Anaconda installer script to your working directory.

Step 2: Verify the Installer (Optional)

Verifying the integrity of the downloaded file helps prevent installation issues and ensures it hasn't been tampered with. Run the following command:

sha256sum Anaconda3-2024.02-1-Linux-x86_64.sh

Compare the output hash with the one provided on the official Anaconda website.

Step 3: Run the Installer

Now run the installer script:

bash Anaconda3-2024.02-1-Linux-x86_64.sh

You’ll be prompted to review and accept the license agreement. Once accepted, choose your preferred installation location or press Enter to accept the default. The installation may take a few minutes to complete.

Step 4: Activate Anaconda

To activate Anaconda, you need to initialize Conda in your shell environment:

source ~/.bashrc

Then confirm the installation:

conda --version

If installed correctly, this command will return the Conda version number.

Step 5: Create and Manage Environments

Isolating project environments ensures you avoid dependency conflicts. Here’s how to create a new Conda environment:

conda create --name myenv python=3.12

Activate the environment:

conda activate myenv

You can now install packages such as NumPy, Pandas, or TensorFlow within this environment.

Step 6: Launch Anaconda Navigator (Optional)

If you prefer a graphical interface, launch Anaconda Navigator:

anaconda-navigator

Navigator provides an easy way to manage environments, launch Jupyter Notebook, Spyder, and other development tools without using the terminal.

Conclusion

Knowing how to Install Anaconda on Ubuntu 24.04 is an essential skill for anyone working in data science, analytics, or machine learning. The installation process is straightforward, especially when following Vultr’s detailed guide. With Anaconda up and running, you can create isolated environments, install libraries, and launch tools like Jupyter in just a few clicks or commands.

Whether you're a beginner or an advanced user, Anaconda on Ubuntu 24.04 offers a powerful and flexible development environment for building and scaling your data projects.