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WELCOME TO ANACONDA CLOUD

Your home for data science and Python. Power up your data science workflows,
innovate and collaborate, and find the perfect Python package.

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FEATURED

13 items

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LIVE EVENT

00:01

The Pyscript Platform and the Magic of Python in the Browser

18

INSTRUCTOR-LED LEARNING

Data Visualization with PyScript

Blake Rayfield

3

INSTRUCTOR-LED LEARNING

Develop an End-to-End Machine Learning Model

John Sukup

7

WEBINAR

The Evolution of Data Practitioner Roles: Building Skills for Success

17

ARTICLE

1 min

Developer Resources from Intel and Anaconda

Intel and Anaconda

Partner

16

WEBINAR

Anaconda Notebooks and Jupyter: Best Practices for Data Scientists and
Developers

54

ARTICLE

8 min

Greener Machine Learning Computing with Intel AI Acceleration

Valerio Maggio and Nikolay Petrov

Partner

16

VIDEO

00:30

Greener Machine Learning with Intel: A Demo

Valerio Maggio

Partner

12

ARTICLE

4 min

PyScript: Python in the Browser

Sophia Yang

39

WEBINAR

NLP Models for the Rest of Us

25

WEBINAR

Machine Learning Modeling and Avoiding the Multiverse of Failures

80

WEBINAR

Interpretable by Design: Building Explainable AI Models

31

WEBINAR

ChatGPT and the Transformative Power of Large Language Models

68


SELF-PACED LEARNING

13 items

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SELF-PACED LEARNING

Build and Deploy Data Apps in Anaconda Notebooks

Philipp Rudiger

1

SELF-PACED LEARNING

Conda Essentials

Vini Salazar

7

SELF-PACED LEARNING

Introduction to Machine Learning

Thomas Nield

238

SELF-PACED LEARNING

Python First Steps

Nicholas Tollervey

34

SELF-PACED LEARNING

Data Cleaning with Pandas

Thomas Nield

71

SELF-PACED LEARNING

Data Analysis with Excel & Python

Joe Papa

85

SELF-PACED LEARNING

Jupyter Notebook Basics

Albert DeFusco

106

SELF-PACED LEARNING

Conda Basics

Vini Salazar

66

SELF-PACED LEARNING

Introduction to Pandas for Data Analysis

Ryan Orsinger

104

SELF-PACED LEARNING

Introduction to SQL

Thomas Nield

106

SELF-PACED LEARNING

Introduction to Python Programming

Max Humber

458

SELF-PACED LEARNING

Introduction to Data Visualization with Python

Sophia Yang

263

SELF-PACED LEARNING

Get Started with Anaconda

Anaconda Team

140


GETTING STARTED

51 items

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WEBINAR

The Evolution of Data Practitioner Roles: Building Skills for Success

17

WEBINAR

Anaconda Notebooks and Jupyter: Best Practices for Data Scientists and
Developers

54

SELF-PACED LEARNING

Data Cleaning with Pandas

Thomas Nield

71

ARTICLE

1 min

State of Data Science 2022: Download the Raw Data

Sophia Yang

71

WEBINAR

Using pandas for Data Science: Tips for New Users, Experts, and Everyone in
Between

Cheuk Ho

51

ARTICLE

1 min

Your Guide to Jupyter Notebooks

Anna Ng

108

NOTEBOOK

Getting Started with Anaconda

428

VIDEO

00:12

Getting Started with Anaconda Distribution

819

ARTICLE

1 min

How to Seamlessly Leverage Anaconda on Oracle Cloud Infrastructure

JR Gauthier and Christian Capdeville

13

VIDEO

00:02

Create a Simple Python Program in Spyder

20

VIDEO

00:03

Create a Simple Python Program in PyCharm

8

VIDEO

00:02

Create a Simple Python Program in Jupyter

9

VIDEO

00:07

Getting Started with a Jupyter Notebook and JupyterLab

9

VIDEO

00:06

What Is Jupyter Notebook and JupyterLab?

10

VIDEO

00:04

Conda Workflow: Creating Environments, Installing Packages, and Launching an IDE

6

VIDEO

00:02

Understanding Conda

5

VIDEO

00:02

What Are Modules, Packages, and Libraries?

7

VIDEO

00:02

What Is Python?

10

VIDEO

00:03

Installing Anaconda (Mac)

4

VIDEO

00:02

Installing Anaconda (Windows)

7

VIDEO

00:02

Anaconda Distribution versus Miniconda

13

WEBINAR

State of Data Science 2022

161

ARTICLE

3 min

Introducing the conda rename Command

Bianca Henderson, Travis Hathaway

14

DOCUMENT

Crawl, Walk, Run: Bringing Data Science into your Organization

59

NOTEBOOK

Start to Finish Modeling of Iris Dataset

74

NOTEBOOK

Pittsburgh Bikeshare Program Feature Importances

Anaconda Team

47

NOTEBOOK

Getting Started with Anaconda Distribution

Albert Defusco and Matt Brock

374

ARTICLE

7 min

Career Perspectives: Zandra Nguyen - From Stay-at-Home Mom to Software Developer

5

ARTICLE

3 min

Three Key Things Data Engineers Should Know

10

ARTICLE

3 min

Finding Datasets using Advanced Google Search

11

DOCUMENT

Free Book Chapter: Building Data Science Solutions with Anaconda

Dan Meador

14

ARTICLE

8 min

Jupyter Workflow for Data Scientists

27

ARTICLE

4 min

How to Create a Reproducible Data Science Project: A Beginner’s Guide to
Anaconda Project

8

ARTICLE

8 min

Career Perspectives: Jacqueline Walker - From Education to Data Science

2

WALKTHROUGH

Why File Formats Matter

3

WEBINAR

Graph Analytics for Data Scientists

21

WEBINAR

State of Data Science 2021

20

WEBINAR

Making Reproducible Conda-based Projects

6

DOCUMENT

Conda Cheatsheet: Your Guide to Basic Conda Commands

18

DOCUMENT

How to Install and Set Up the Anaconda arm64 Version on AWS Graviton2 Processors

Partner

4

DOCUMENT

How to Communicate Business Impact

11

DOCUMENT

How to Structure Your Data Science Team for Success

17

DOCUMENT

9 Best Practices Every Data Science Leader Should Follow

17

DOCUMENT

How Do I Become a Data Scientist?

71

DOCUMENT

Anaconda: The World's Most Popular Data Science Platform

8

DOCUMENT

2021 State of Data Science Report

92

DOCUMENT

Efficient Data Preparation with Python

20

DOCUMENT

Data Science Communicator Toolkit

Partner

8

DOCUMENT

Guide to Open-Source Tools and Libraries

26

VIDEO

00:11

Time Series Modeling with Prophet

28

VIDEO

00:21

Distributing Conda Environments: Installers, Packs, and Parcels, Oh My!

11


DATA VISUALIZATION

19 items

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SELF-PACED LEARNING

Build and Deploy Data Apps in Anaconda Notebooks

Philipp Rudiger

1

INSTRUCTOR-LED LEARNING

Data Visualization with PyScript

Blake Rayfield

3

WEBINAR

Anaconda Notebooks and Jupyter: Best Practices for Data Scientists and
Developers

54

ARTICLE

16 min

An Introduction to the Seaborn Objects System

Joshua Ebner

29

ARTICLE

21 min

Ten Techniques for Machine Learning Visualization

Pier Paolo Ippolito

26

ARTICLE

6 min

The Easiest Way to Create an Interactive Dashboard in Python

36

ARTICLE

8 min

Big Data Visualization Using Datashader in Python

31

ARTICLE

10 min

Building a Panel Dashboard with Snowpark for Python: Snowflake for Data
Scientists

12

ARTICLE

1 min

Param Notebook Examples

Jim Bednar

9

ARTICLE

6 min

Real-time Dashboard in Python: Streaming and Refreshing

17

ARTICLE

7 min

Deploy a Python Visualization Panel App to Google Cloud: Google Cloud App Engine
and Github Actions

13

ARTICLE

19 min

5 Routes for Going from Zero to Viz in Data Science

9

WALKTHROUGH

Visualizing Geographic Data

15

WEBINAR

Easy Data Exploration, Visualizations, and Dashboards Using Familiar APIs

11

WEBINAR

Datashader: Visualizing Big Data

11

ARTICLE

3 min

Python Dashboarding Landscape: Plotly Dash, Panel, Voila, and Streamlit

Sophia Yang and Marc Skov Madsen

8

VIDEO

00:20

Easy Plotting for Streaming Data

14

VIDEO

00:14

Deeply Interactive Dashboards from Python

46

VIDEO

00:19

Visualizing Geographic Data

30



JUPYTER NOTEBOOKS

15 items

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SELF-PACED LEARNING

Build and Deploy Data Apps in Anaconda Notebooks

Philipp Rudiger

1

WEBINAR

Anaconda Notebooks and Jupyter: Best Practices for Data Scientists and
Developers

54

SELF-PACED LEARNING

Jupyter Notebook Basics

Albert DeFusco

106

VIDEO

00:03

How to run Stable Diffusion on a CPU with Anaconda

Albert DeFusco

13

WEBINAR

Jupyter Notebook: Tips for Productivity and Best Practices

61

ARTICLE

1 min

Your Guide to Jupyter Notebooks

Anna Ng

108

ARTICLE

11 min

Toward a Greener AI: Measuring the Carbon Footprint of a Deep Learning Model in
Python

Jean-Paul Maalouf

Partner

4

VIDEO

00:05

Building the backend of meldR, an LXCP, with conda packages

Katya Mijatovic ...

Partner

5

NOTEBOOK

Introduction to Principal Component Analysis

102

NOTEBOOK

Start to Finish Modeling of Iris Dataset

74

NOTEBOOK

Pittsburgh Bikeshare Program Feature Importances

Anaconda Team

47

NOTEBOOK

Getting Started with Anaconda Distribution

Albert Defusco and Matt Brock

374

ARTICLE

8 min

Jupyter Workflow for Data Scientists

27

ARTICLE

1 min

Param Notebook Examples

Jim Bednar

9

VIDEO

00:17

Exploring Data in Notebooks

13


WORKING WITH PYTHON

40 items

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LIVE EVENT

00:01

The Pyscript Platform and the Magic of Python in the Browser

18

INSTRUCTOR-LED LEARNING

Data Visualization with PyScript

Blake Rayfield

3

WEBINAR

The Evolution of Data Practitioner Roles: Building Skills for Success

17

ARTICLE

1 min

Developer Resources from Intel and Anaconda

Intel and Anaconda

Partner

16

SELF-PACED LEARNING

Python First Steps

Nicholas Tollervey

34

WEBINAR

Anaconda Notebooks and Jupyter: Best Practices for Data Scientists and
Developers

54

ARTICLE

8 min

Greener Machine Learning Computing with Intel AI Acceleration

Valerio Maggio and Nikolay Petrov

Partner

16

VIDEO

00:30

Greener Machine Learning with Intel: A Demo

Valerio Maggio

Partner

12

ARTICLE

4 min

PyScript: Python in the Browser

Sophia Yang

39

WEBINAR

NLP Models for the Rest of Us

25

ARTICLE

1 min

State of Data Science 2022: Download the Raw Data

Sophia Yang

71

WEBINAR

Awkward Arrays: Working With Nontabular Data at Scale

Martin Durant

11

VIDEO

00:03

How to run Stable Diffusion on a CPU with Anaconda

Albert DeFusco

13

WEBINAR

Using pandas for Data Science: Tips for New Users, Experts, and Everyone in
Between

Cheuk Ho

51

ARTICLE

1 min

Your Guide to Jupyter Notebooks

Anna Ng

108

ARTICLE

11 min

Toward a Greener AI: Measuring the Carbon Footprint of a Deep Learning Model in
Python

Jean-Paul Maalouf

Partner

4

NOTEBOOK

Measuring the Carbon Footprint of a Deep Learning Model in Python

Jean-Paul Maalouf

Partner

6

VIDEO

00:05

Building the backend of meldR, an LXCP, with conda packages

Katya Mijatovic ...

Partner

5

WEBINAR

Scaling conda: A Faster conda for a Growing Community

Jannis Leidel

3

WEBINAR

Scaling conda: A Closer Look at conda’s New libmamba Solver

4

ARTICLE

9 min

Machine Learning Model Drift

Sophia Yang

15

WEBINAR

Snowpark for Python: Best Practices for Using Anaconda in Snowflake

Michael Grant ...

Partner

4

ARTICLE

1 min

How to Seamlessly Leverage Anaconda on Oracle Cloud Infrastructure

JR Gauthier and Christian Capdeville

13

WEBINAR

Rethinking Data Visualization with PyScript

23

ARTICLE

3 min

Anaconda Acquires PythonAnywhere to Increase Python Accessibility and Adoption

8

ARTICLE

4 min

Announcing PyScript Versioning: What You Should Know

Fabio Pliger

8

WEBINAR

Python Geospatial Tools

Philipp Rudiger

59

ARTICLE

13 min

Code, Community, Future—A year in review for Numba (2021)

4

ARTICLE

9 min

Accelerating Python Data Science

Partner

8

ARTICLE

9 min

Challenges and Considerations of Distributed Data Science

Partner

Like

ARTICLE

4 min

Query Salesforce data in Python using intake-salesforce

5

WEBINAR

Snowpark for Python: Using Anaconda in Snowflake

Partner

4

WEBINAR

Getting Started with GPUs in Python

14

WEBINAR

Performance Tips for pandas

8

WEBINAR

A Guide to Dask Collections

11

WEBINAR

Scaling Up Python

15

WEBINAR

Param: The most important Python library you've never heard of

17

DOCUMENT

Dask for Parallel Computing Cheat Sheet

Anaconda

5

VIDEO

00:22

Understanding Performance with Profiling

4

VIDEO

00:38

PyScript - Programming for Everyone: 2022 PyCon Keynote

8


ARTIFICIAL INTELLIGENCE AND MACHINE LEARNING

28 items

Explore All

INSTRUCTOR-LED LEARNING

Develop an End-to-End Machine Learning Model

John Sukup

7

ARTICLE

1 min

Developer Resources from Intel and Anaconda

Intel and Anaconda

Partner

16

ARTICLE

8 min

Greener Machine Learning Computing with Intel AI Acceleration

Valerio Maggio and Nikolay Petrov

Partner

16

VIDEO

00:30

Greener Machine Learning with Intel: A Demo

Valerio Maggio

Partner

12

WEBINAR

NLP Models for the Rest of Us

25

WEBINAR

Machine Learning Modeling and Avoiding the Multiverse of Failures

80

WEBINAR

Interpretable by Design: Building Explainable AI Models

31

WEBINAR

ChatGPT and the Transformative Power of Large Language Models

68

ARTICLE

1 min

State of Data Science 2022: Download the Raw Data

Sophia Yang

71

WEBINAR

Awkward Arrays: Working With Nontabular Data at Scale

Martin Durant

11

VIDEO

00:03

How to run Stable Diffusion on a CPU with Anaconda

Albert DeFusco

13

ARTICLE

11 min

Toward a Greener AI: Measuring the Carbon Footprint of a Deep Learning Model in
Python

Jean-Paul Maalouf

Partner

4

NOTEBOOK

Measuring the Carbon Footprint of a Deep Learning Model in Python

Jean-Paul Maalouf

Partner

6

ARTICLE

21 min

Ten Techniques for Machine Learning Visualization

Pier Paolo Ippolito

26

ARTICLE

9 min

Machine Learning Model Drift

Sophia Yang

15

ARTICLE

12 min

Machine Learning Model Interpretability and Explainability

Sophia Yang

16

NOTEBOOK

Introduction to Principal Component Analysis

102

VIDEO

00:28

The First Decade of PyData

11

VIDEO

00:25

Does Numerical Computing Have An Open Future? Anaconda's 10-Year Anniversary
Celebration Panel

4

ARTICLE

6 min

Creating Custom Image Datasets for Deep Learning Projects

3

WEBINAR

2022 Predictions: What’s Next in Data Science, AI, and ML?

20

WEBINAR

Deploying Machine Learning to Apple Devices with coremltools

5

WEBINAR

Fairness & Bias in AI/ML: It's Time to Do Better

4

VIDEO

00:04

OpenCV for Beginners - Enter the World of Computer Vision

Partner

16

VIDEO

00:04

How to Build an Automator Tool to Reduce Content Development Time

Partner

4

VIDEO

00:13

Ensemble Estimators with Dask-ML

3

VIDEO

00:08

Intro to Deep Learning

Partner

28

ARTICLE

5 min

An Introduction to MLOps

Partner

15



MORE CONTENT

28 items

Explore All

PAGE

Anaconda Repository News

Sheetal Kalburgi

8

PAGE

How to backup your Navigator environments on Anaconda Cloud

2

WEBINAR

Scaling conda: Extending conda a New Plugin Ecosystem

3

WEBINAR

Know Your Enemy: Vulnerability Data And What To Do With It

14

VIDEO

00:30

Rapid Adoption of OSS in Enterprise: Anaconda's 10-Year Anniversary Celebration
Panel

9

VIDEO

00:32

Open Source Communities, Startups, and VC

7

WEBINAR

Native Application Development with Python

13

WEBINAR

Rising Threat: Securing Your Open-Source Software Pipeline

5

ARTICLE

5 min

Build a Scikit-Learn Model Using Snowpark for Python

2

ARTICLE

8 min

Getting Started with conda Environments

6

ARTICLE

5 min

Using conda for Geospatial Python Development

9

WEBINAR

The Latest Happenings in the Dask Universe

3

WEBINAR

Flexible Monitoring Apps in Python

21

WEBINAR

Common Pitfalls in Using Cloud Object Storage

1

WEBINAR

When your Big Data Problem is I/O Bound

4

WEBINAR

Working With Data in the Cloud

2

VIDEO

00:29

Deep Dive into Environments and Integration with IDEs

13

VIDEO

00:21

Working with R and Conda Forge

5

VIDEO

00:20

Introduction to Intake

4

VIDEO

00:09

Your First OSS Contribution

5

VIDEO

00:07

Dask in 7 Minutes

Partner

4

VIDEO

00:21

Capturing your Python Code as a Reproducible, Deployable Project

4

VIDEO

00:10

Lifecycle of a Bug in pandas

2

ARTICLE

17 min

A Python Data Scientist’s Guide to the Apple Silicon Transition

Stanley Seibert

10

ARTICLE

5 min

From Agriculture to Art, Four Unexpected Ways Data Science is Improving our
World

Anaconda Team

8

PAGE

Intel-Optimized Packages

Elize Koch

Partner

2

ARTICLE

9 min

Code, Community, Future — A year in review for Numba

Valentin Haenel

3

VIDEO

00:06

Module 2 - Why Use a Virtual Conda Environment?

Partner

8


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