Information Density: Anaconda – Signal Evidence & AI Readability

[H6] Launch Week

Big updates arriving for the Anaconda Platform

Explore Now

[H6] ANACONDA CORE

[H2] Prototype to Production. No Broken Environments. No Stalled Deployments.

Your AI initiatives need to move as fast as your teams. Anaconda gives you trusted open-source packages, governed environments, and production-grade orchestration.

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[H3] Anaconda Core
Trusted Python package management to help solve complex dependency challenges with thousands of validated packages, automated security scanning, and intelligent conflict resolution that just works.

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[H2] Millions Rely on Anaconda to Advance Their AI Initiatives

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M

Users Globally

0
M

Developers andcontributors

0
M+

Global Organizations

0
%

Fortune 500 companies

[H2] The State of Data Science & AI Report

[H2] Struggling to move AI from pilot to production? You're not alone.

Learn the frameworks and governance structures that separate stalled projects from scalable success.

78% of organizations lack strategic AI deployment plans

45% of scaling efforts derail due to data quality issues

50% of organizations have no AI governance framework

Get the Report

[H2] Additional Resources for Your AI Journey

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[H6] News & Insights

Get the latest news on Anaconda’s products and open-source AI initiatives.

Visit Newsroom

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[H6] Learning Courses

Advance your AI, data science, and Python skills with free courses and certifications.

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[H6] Reports & Guides

Explore our guides, reports, white papers videos, and more.

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[H2] Accelerate AI with Open Source Today

We believe open source is the cornerstone of the next era of AI innovation and that Python will do for AI what it did for data science. Get a demo or start today and create an account.

Create Account

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Home Professional Services

[H1] Professional Services

A force multiplier for your AI journey.

Let our experts help you solve your toughest AI, data science, and machine learning challenges for faster development, fewer hiccups, and immediate impact.

Read Datasheet

Tell Us About Your Project

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[H2] Working with Professional Services

Our experts will work with your team to optimize performance and create a lasting AI foundation.

[H6]
A Force Multiplier

Reach your destination faster and avoid technical debt by avoiding common obstacles.

[H6]
Unmatched Expertise

Our experienced team of scientists, engineers, and software developers specialize in open-source Python for machine learning, data analysis, and more.

[H6]
Built for Your Needs

Whatever your use case, we can help you succeed, whether that’s optimizing code, building AI-powered workflows, or anything in between.

[H2] Services Available

Our professional services team will help your in-house experts achieve your business goals using Python.

[H6]
Professional Services Support Hours

Get Professional Services support for expert help with debugging, packaging, and optimizing conda for your organization.

[H6]
Kickstart

Targeted Bundles of Professional Services hours that help you migrate, adopt new tools, and build open-source solutions fast.

[H6]
Customer Consulting

Need more than Kickstarts? Let’s discuss custom projects and deep integrations to meet your goals.

[H2] Kickstart Services

Expert-led services to fast-track your AI and data science initiatives.

Quickly roll out a new data initiative or fast-track an existing one. We offer pre-packaged short engagements (typically 100 hours) at a fixed price. The goal is to get your team using the Anaconda Platform for immediate impact.

Tell Us About Your Project

[H6] Environment Management

Standardize and distribute Python/R packages across your infrastructure while ensuring compliance with organizational policies.

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[H6] Generative AI

Implement custom, private GenAI solutions using your data, building on open-source libraries and local LLMs.

Read More

[H6] Visualization

Expert guidance to transform complex data into interactive visualizations using Python tools.

Read More

[H6] Web Applications

Transform analyses into Python-backed interactive web apps that colleagues can explore and apply to their own work.

Read More

[H6] JupyterHub

Deploy centrally managed and governed Jupyter notebooks on Kubernetes/OpenShift or single machines on your own hardware to keep your data secure.

Read More

[H6] Geospatial Data

Visualize and analyze even the largest geographic datasets.

Read More

[H6] Data Annotation

Build custom annotation tools for time series, images, and plots to capture human insights for AI/ML using open-source tools.

Read More

[H6] Open Source Software (OSS)

Get expert guidance on applying or optimizing popular open-source libraries like Pandas, NumPy, and Dask for your specific needs.

Read More

[H6] Python Performance Optimization

Optimize Python code using vector processing, Numba compilation, multi-processing, and low-level programming when needed.

Read More

[H6] Python Migration

Convert SAS, Spark, Matlab, or R workflows to high-performance Python while learning best practices.

Read More

[H6] Air-Gapped Environments

Create secure, controlled software update processes for systems without internet access.

Read More

[H6] Snowflake® Databases

Set up Python ETL processes, UDFs, and deployments in Snowflake’s cloud platform using Snowpark.

Read More

[H6] Workflow Integration

Connect the Anaconda Platform to internal systems using open-source libraries for scalable automation.

Read More

[H2] Example Kickstart Projects

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[H6] FUNDED BY A

[H6] Government Agency

Browser-based exploration of huge datasets

Ship Traffic

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[H6] FUNDED BY A

[H6] Manufacturing Client

Analyzing discrete events over time

IEX Trading

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[H6] FUNDED BY A

[H6] Chan-Zuckerberg Initiative

Neuroscience data analysis and visualization

Time-lapse microscopy

Multichannel Timeseries

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[H6] FUNDED BY A

[H6] Civil Engineering Organization

Civil Engineering Organization

Panel

Bay Trimesh

ML Annotators

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[H6] FUNDED BY

[H6] NASA

Visualization and ML tools for geographic data

Landsat

Walker Lake

Seattle LIDAR

Landsat Clustering

Land-Use Classification

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[H6] FUNDED BY

[H6] DARPA/In-Q-Tel

Tools for rendering very large datasets

OSM

Census

NYC Taxi

Datashader

UK Researchers

[H2] Transform Your Organization's AI Capabilities Today

Join the 95% of Fortune 500 companies that trust Anaconda to bridge the gap between open source innovation and enterprise requirements. Schedule a demo to see how our platform can deliver ROI for your organization.

Get a Demo

[H1] Distribution

Register to get everything you need to get started on your workstation including Cloud Notebooks, Navigator, AI Assistant, Learning and more.

Easily search and install thousands of data science, machine learning, and AI packages

Manage packages and environments from a desktop application or work from the command line

Deploy across hardware and software platforms

Distribution installation on Windows, MacOS, or Linux

[H1] Get Started with Anaconda Distribution

Install Python, Jupyter, and thousands of data science packages in one step. Trusted by over 50 million users who need tools that work—without the setup headaches.

What’s included in Anaconda Distribution?

Thousands of vetted Python packages with dependency management

Conda package and environment manager

Jupyter Notebook and JupyterLab

Desktop app (Navigator) or command line interface

Works on Windows, macOS, and Linux

See documentation for more details and step-by-step instructions.

What’s included in my free Anaconda account?

5GB cloud storage for notebooks and projects

Anaconda Assistant AI-powered coding help

Introductory learning courses

Community support and forums

Licensing Note: Users within organizations with 200+ employees/contractors (including Affiliates) require a paid Business license.

Added Benefits for Academic Institutions

Sign up for academic access with your .edu email and get:

Free Starter plan (normally $15/user/month) with .edu email

Full course catalog access in Anaconda Learning

Same features as commercial Starter: 10GB storage, enhanced notebooks, team collaboration

For students and researchers, create an account for free using your education domain. Learn more about Anaconda for Education plan.

[H4] Download Now

Get access in 30 seconds. Completely free.*

Get Started

Returning Users

*Subject to our Terms of Service. Use of Anaconda’s offerings at an organization of more than 200 employees/contractors requires a paid business license unless your organization is eligible for discounted or free use. See Pricing.

Skip Registration

[H1] Distribution

[H6] Free Download*
Register to get everything you need to get started on your workstation including Cloud Notebooks, Navigator, AI Assistant, Learning and more.

Easily search and install thousands of data science, machine learning, and AI packages

Manage packages and environments from a desktop application or work from the command line

Deploy across hardware and software platforms

Distribution installation on Windows, MacOS, or Linux

*Subject to our Terms of Service. Use of Anaconda’s offerings at an organization of more than 200 employees/contractors requires a paid business license unless your organization is eligible for discounted or free use. See Pricing.

[H4] Provide email to download Distribution
Don't miss out! Get access to: Cloud Notebooks, Anaconda
Assistant, easy application deployment, learning resources, and updates from Anaconda.

[H2] Manage Trusted Packages and
Environments with Ease

[H2] Spend more time developing and less time managing package updates and dependencies

[H6] Open Source

Access the open-source software you need for projects in any field, from data visualization to robotics.

[H6] User-friendly

With our intuitive platform, you can easily search and install packages and create, load, and switch between environments.

[H6] Trusted

Our securely hosted packages and artifacts are methodically tested and regularly updated.

[H2] Powered by the Most Recommended and Trusted Open-Source Packages

[H3] Anaconda Distribution includes the best Python libraries for every stage of your workflow.

Get Started Today

Data Exploration and Transformation

Numpy
pandas
Jupyter
Intake
Dask

Visualization

Matplotlib
seaborn
Plotly
Bokeh
HoloViews

AI and Machine Learning

scikit-learn
TensorFlow
Keras
PyTorch
XGBoost

Natural Language Processing

NLTK
Gensim
Transformers
SpaCy

GUI and Front-End Development

Flask
CherryPy
Streamlit
Panel

[H2] Discover More

Millions of developers and data scientists research, innovate, and discover using Anaconda Distribution

[H6] Repository

Over 8,000 open-source data science and AI packages, Anaconda-built and compiled for all major operating systems and architectures.

Learn More

[H6] Conda

Open-source package and environment management system that runs on Windows, macOS, and Linux. Install, run, and update packages and their dependencies.

Learn More

[H6] Navigator

Desktop application lets you easily manage integrated applications, packages, and environments without using the command line.

Learn More

[H6] Cloud Environment Backup

Connect Anaconda Navigator to our community portal to securely store your local environments in the cloud.

Learn More

[H2] Miniconda Installer

Miniconda is a free minimal installer for conda. It is a small bootstrap version of Anaconda that includes only conda, Python, the packages they both depend on, and a small number of other useful packages (like pip, zlib, and a few others).

Download Miniconda Installer

Home Pricing for Individuals and Organizations

[H1] Plans and Pricing

Choose the plan that fits how you work. Whether you’re exploring data science fundamentals or deploying enterprise-scale machine learning models, get the tools and security you need to ship with confidence.

Licensing Note: Users within organizations with 200+ employees/contractors (including Affiliates) require a paid Business license.  Academic and non-profit research institutions may qualify for exemptions. See: Terms of Service | FAQ

[H6] FREE

$0

[H2] Perfect for learning Python and building your first projects

Start Building

INCLUDES:

Anaconda Core for Python package management

Build and share notebooks with 5GB cloud storage

Search and install thousands of data science, ML, and AI packages

Get code help with Anaconda Assistant, our AI-powered chatbot

Learn fundamentals through included intro courses

Ideal for: Students, individual practitioners, proof-of-concept projects

[H6] STARTER

$15 month/user

[H2] Scale from experiments to team collaboration

Get Starter Licenses

EVERYTHING IN FREE, PLUS:

Collaborate on larger projects with 10GB storage per user

Deploy models faster with professional development environment

Upskill your team with on-demand training courses

Share work securely with team workspace controls

Ideal for: Small data science teams, startups, academic research groups. Students, researchers and educators may qualify for free Academic access. See terms.

[H6] BUSINESS

$50 month/user

[H2] Deploy and scale production AI with enterprise-level governance

Get Business Licenses

EVERYTHING IN STARTER PLUS:

Defend against security breaches with automated vulnerability scanning

Manage compliance with audit trails and project governance controls

Reduce IT overhead with centralized access management and Enterprise SSO

Deploy with confidence using threat intelligence and curated security data

Ideal for: Corporate teams, regulated industries, production AI deployments

[H6] CUSTOM

Let's Talk

[H2] We’ll customize a plan to fit your needs and scale as you grow

Get Custom Quote

Build enterprise-grade AI systems at scale while maintaining security and compliance across every deployment.

Custom hosting options (self-host on-premises, in private cloud, or public cloud)

Anaconda Core - access trusted Python package management

Advanced governance for multi-team collaboration

Custom integrations with your existing tools and workflows

Custom SLA agreements for mission-critical workloads

Ideal for: Large enterprises, government agencies, multi-team AI initiatives

[H2] Compare Plans

[H3]
Distributions & Repositories
Public Package Repo

[H4]
Public repo for pre-built open-source packages by Anaconda; default source for Conda
users via
Anaconda and Miniconda.
[H5]

Community Package Repo

[H4]
Access 4× more packages via Conda-Forge integration—expand development with verified
artifacts and
enterprise-grade security.
[H5]

Private Package Repo

[H4]
Securely manage and distribute open-source and proprietary packages within your
organization.
[H5]

[H3]
Desktop Solutions
Navigator

[H4]
Easily manage packages, environments, and projects with Anaconda Navigator’s simple
GUI—no
command-line skills needed.
[H5]

AI Navigator

[H4]
Browse, download, and run GenAI models locally with a secure, easy-to-use interface.

[H5]

Desktop Notebooks

[H4]
A secure, desktop Jupyter notebook environment with built-in access to trusted
open-source tools for
data science and AI.
[H5]

[H3]
Cloud Solutions
Cloud Notebooks

[H4]
Launch Jupyter notebooks instantly in the cloud—no setup needed. Secure,
collaborative, and ready for
data science and AI.
[H5]

Basic
Enhanced
Advanced

Fast, Backed-up SSD Cloud Storage

[H4]
Fast, backed-up SSD cloud storage for reliable performance and seamless development
across all your
projects.
[H5]

5GB
10GB
20GB

CPU/Compute

[H4]
Scalable CPU compute optimized for data science and AI—run notebooks and projects in
the cloud with
speed and reliability.
[H5]

1K seconds daily
8K seconds daily
20K seconds daily

Published Applications

[H4]
Publish interactive visualizations, live notebooks, and ML models with all
dependencies in one
self-contained deployment.
[H5]

1 app
4 apps
10 apps

[H3] AI Assistance

Anaconda AI Assistant Chats per Day

[H4]
Write and debug code, analyze data, and visualize results with Anaconda Assistant,
available in cloud
and local Jupyter notebooks.
[H5]

30 requests
60 requests
120 requests

[H3] Security & Governance

ISO 27001 Certified

[H4]
Anaconda is ISO/IEC 27001:2022 certified, ensuring strong security, risk management,
and data
protection across our platform.
[H5]

SOC 2 Type 2 Certified

[H4]
This independent audit validates that Anaconda maintains the rigorous security controls, operational discipline, and infrastructure protection that organizations demand.
[H5]

Package Security Management

[H4]
Secure your open-source supply chain with Anaconda—control packages, enforce
policies, and ensure
security compliance.
[H5]

Group & Channel Configuration

[H4]
Create groups and custom channels to deliver the right packages to each team—ensuring
control,
clarity, and consistency.
[H5]

Vulnerability Tracking

[H4]
Keep track of potential issues and restrict usage of packages with known
vulnerabilities.
[H5]

CVE Visibility

[H4]
See CVE data tied to your packages—Anaconda syncs with NVD and NIST to help reduce
risk from known
software vulnerabilities.
[H5]

Policy Filters

[H4]
Restrict packages by license, CVE score/status, age, or Conda spec using policy
filters to enforce
security and compliance.
[H5]

Signature Verification

[H4]
Signature verification ensures the integrity and authenticity of packages from the
Anaconda
Repository.
[H5]

Virtual Channels

[H4]
Create virtual copies of Anaconda repos with policy filters—customize package sets to
meet your
organization’s specific needs.
[H5]

[H3] Data, Insights, & Admin

Single Sign-On (SSO)

[H4]
Enable secure, streamlined access with SSO—centralized authentication and user
control across your
organization.
[H5]

Usage Insights

[H4]
Gain insights into package use, user activity, and trends to optimize resources,
ensure compliance,
and guide decisions.
[H5]

On-prem/Air-gap Implementation

[H4]
Deploy Anaconda on-prem, air-gapped, private cloud, or single-tenant cloud—no
internet needed for
security and compliance.
[H5]

Add-On

Mirroring (with Bulk Licensing)

[H4]
Distribute artifacts securely via an internal, synced copy of Anaconda’s packages —
requires a bulk
licensing.
[H5]

Add-On

Scaled Enterprise Deployment

[H4]
Use Anaconda for scaled, multi-user, or automated deployments in virtualized or
containerized
environments.
[H5]

Add-On

[H3] Integrations & Extensions

Anaconda Toolbox for Microsoft Excel

[H4]
Use Python and curated open-source packages in Excel for advanced analysis,
visualization, and
automation with Anaconda Toolbox.
[H5]

NVIDIA CUDA Toolkit

[H4]
Pre-packaged NVIDIA CUDA Toolkit for Conda—enabling seamless GPU-accelerated Python
computing with
curated libraries and tools.
[H5]

[H3] Support & Service

Community

[H4]
Access Anaconda's global community to share knowledge, ask questions, and collaborate
with Python and
data science practitioners.
[H5]

Learning

[H4]
Learn data science with structured, on-demand courses. Code along, build projects,
and track progress
in Anaconda Learning.
[H5]

Intro Courses
Full Course Catalog
Full Course Catalog and Premium Certifications

User Care

[H4]
Get step-by-step help for account access, org management, and tokens.
[H5]

Technical Support

[H4]
Support for troubleshooting Anaconda product issues, including setup, configuration,
and usage.
Response times and depth of assistance vary by plan tier.
[H5]

Premium Support

[H4]
Premium Support offers faster response times, extended hours, and direct access to
Professional Services Hours for
advanced technical help.
[H5]

Add-On

Professional Services

[H4]
Get expert help to maximize your open-source stack with Anaconda’s professional
services—troubleshooting, security, and AI guidance.
[H5]

Add-On
Add-On

[H3] Frequently Asked Questions

How do I get started with Anaconda Starter or Anaconda Business?

Start in 3 steps:Create your accountSet up tokenized user access controls for your teamAccess Notebooks (browser-based coding environment)What you get immediately: Our secure package repository with more than 4,000 packages, team governance tools, and cloud-hosted development environment.Need training? Anaconda Learning includes courses on data science, Python, AI, and ML.

How do I get started with Anaconda Free or Starter?

Create your free Anaconda account. Start coding immediately in Notebooks. No setup required, works in any browser.

What is included with Anaconda Free plan?

You get:Cloud-hosted Python packages (preconfigured)Notebooks environment with 5MB storageHigh-compute access for data science projectsFree learning courses Perfect for: Individual users learning Python or getting started with data science or ML.

How should I choose between Anaconda Cloud-hosted or On-prem offerings?

Choose Cloud-hosted if: You want faster setup with minimal IT overhead.Choose On-prem if: You need data to stay on your infrastructure for security or compliance reasons.Need help deciding? Contact sales. Our team can help you evaluate which option works best for your needs.

What implementations are available on-prem from Anaconda?

Four deployment options:On your premisesPrivate cloudAir-gapped environmentsManaged service (single-tenant cloud) Need help choosing? Contact us to discuss your security and infrastructure requirements.

How do I purchase additional licenses?

Purchase up to 15 Business licenses for full features, or up to 15 Starter licenses for essentials. Need more than 15? Contact sales.