Scaling your data science workflows with Modin :

Scaling your data science workflows with Modin :: SciPy 2024 :: pretalx

Modin is a highly scalable, drop-in replacement for pandas. Modin eliminates the complexity of working directly with distributed systems and lets users ...

Scaling up your pandas workflows with Modin | Ponder Data

Slides: https://www.datacouncil.ai/talks/scaling-up-your-pandas-workflows-with-modin ABOUT THE TALK: pandas is one of the most commonly used ...

Doris Lee - Scaling your data science workflows with Modin - YouTube

pandas is one of the most commonly used data science libraries in Python, with a convenient set of APIs for data cleaning, preparation, ...

Scale Your Pandas Workflow with Modin - No Rewrite Required - Intel

Anaconda® and Intel® are collaborating to solve data scientists' most critical and central problem: how to make their familiar software stack and APIs scalable ...

Modin: Scale your Pandas workflows by changing a single line of code

Often data scientists have to switch between different tools for operating on datasets of different sizes. Processing large dataframes with pandas is slow, and ...

Scale your pandas workflow by changing a single line of code - Modin

Often data scientists require different tools for doing the same thing on different sizes of data. The DataFrame solutions that exist for 1MB do not scale to ...

How to Speed Up Pandas with Modin - Towards Data Science

Fortunately, there is the Modin library which has benefits like the ability to scale your pandas workflows by changing one line of code and integration with the ...

Devin Petersohn - Modin Talk - Data Council

Scaling up your pandas workflows with Modin. Devin Petersohn. Co-founder and ... Data Science has a scalability problem. Page 6. 6. Data Science has a ...

Scaling your Data Science Workflows by Changing a Single Line of ...

... data scientists encounter when working with data at scale. I will share how our open-source project Modin (10M+ downloads) addresses this issue by ...

Boost Your Data Science Workflow with Modin: 10x Faster Than ...

What is Modin? Modin stands for "Pandas on Ray" and is designed to scale Pandas' capabilities by leveraging distributed computing and ...

Scaling Interactive Pandas Workflows with Modin - Devin Petersohn

PyData NYC 2018 In this talk, we will present Modin, a middle layer for DataFrames and interactive data science. Modin, formerly Pandas on ...

Anaconda: Scale your pandas workflows with Modin

What does Modin have to offer you as the end user? It tries to adhere to the idea of “tools should work for the data scientist, ...

Scale your pandas workflow with Modin – no rewrite required

Anaconda and Intel are collaborating to solve the data scientists' most critical and central problem.

Modin - Intel

Modin is a drop-in replacement for pandas, enabling data scientists to scale to distributed DataFrame processing without having to change API code.

Scaling Interactive Pandas workflows with Modin - PyData |

In this talk, we will present Modin, a middle layer for DataFrames and interactive data science. Modin, formerly Pandas on Ray, is a library that allows ...

Scaling Interactive Pandas Workflows with Modin - Talk at PyData ...

In this talk, we will present Modin, a middle layer for DataFrames and interactive data science. Modin, formerly Pandas on Ray, is a library ...

Accelerating Pandas with Modin: A Comprehensive Guide

However, as datasets grow larger, data scientists/data engineers/Machine learning engineers and analysts often face performance bottlenecks.

Scaling Interactive Data Science Transparently with Modin

Apart from our user level API, to explain our engineering motivations in Modin, we first consider a typical EDA workflow to illustrate both our ...

Accelerating Data Science Workflows with Intel Distribution of Modin

Seamless Scaling: Modin enables data scientists to seamlessly scale their pandas workflows from a local machine to distributed computing ...

Accelerate Data Analysis: Introducing Modin for Faster Pandas

The scalability challenge with using pandas in data science workflows is a ... Modin is designed to scale from a single machine to a ...