Software Alternatives & Reviews

Iterative.ai VS Pachyderm

Compare Iterative.ai VS Pachyderm and see what are their differences

Iterative.ai logo Iterative.ai

Iterative removes friction from managing datasets and ML models and introduces seamless data scientists collaboration.

Pachyderm logo Pachyderm

Pachyderm is an open source analytics engine that uses Docker containers for distributed computations.
  • Iterative.ai Landing page
    Landing page //
    2023-08-18
  • Pachyderm Landing page
    Landing page //
    2023-10-17

Iterative.ai videos

Reimagining DevOps for ML by Elle O'Brien, Iterative.ai

Pachyderm videos

TuneUp iTunes library tool - Pachyderm Review

More videos:

  • Review - Enabling reproducibility at scale with R and Pachyderm
  • Review - 2019 Claypool Cellars Purple Pachyderm Pinot Noir Rosé Wine Review
  • Demo - Intro to Pachyderm | The Data Foundation for Machine Learning
  • Tutorial - How to Use Pachyderm - Beginner's Tutorial Walkthrough

Category Popularity

0-100% (relative to Iterative.ai and Pachyderm)
Data Science And Machine Learning
Data Science Notebooks
70 70%
30% 30
Developer Tools
0 0%
100% 100
Machine Learning Tools
66 66%
34% 34

User comments

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Reviews

These are some of the external sources and on-site user reviews we've used to compare Iterative.ai and Pachyderm

Iterative.ai Reviews

  1. Rare

    The people at iterative.ai are special.

    Its hard to describe quickly, but if you're a potential client or employee--you could easily go your entire career unaware that groups like this exist.

    Their tools (like DVC) are exceptional, but I write this review because one need only interact with the people there to understand why they're execptional.

    The culture there is one that can only exist when the founding talent is top-tier. The experience you'll have, though, is so much more than that.

    Recommend whole-heatedly.

    👍 Pros:    Constantly improving|Quality|Community

Pachyderm Reviews

Python & ETL 2020: A List and Comparison of the Top Python ETL Tools
Pachyderm: This is another great alternative to tools like Airflow. Here's a great GitHub writeup about some of the simple differences between Airflow and Pachyderm. Note: Paychyderm has an open-source edition on their website.
Source: www.xplenty.com

Social recommendations and mentions

Based on our record, Iterative.ai should be more popular than Pachyderm. It has been mentiond 6 times since March 2021. We are tracking product recommendations and mentions on various public social media platforms and blogs. They can help you identify which product is more popular and what people think of it.

Iterative.ai mentions (6)

  • Work with Google Drive files locally
    PyDrive2 is am open-source python package maintained by the awesome people at Iterative. And it is very easy to install:. - Source: dev.to / about 1 year ago
  • Any MLOps platform you use?
    These three are made by Iterative.ai, and seem like very clean implementations of MLOps tooling - especially if you aren't dealing with massive data. https://iterative.ai/. Source: about 1 year ago
  • How does your data science team collaborate?
    For what it's worth. (Full disclosure: I'm the community manager at Iterative (DVC,et.al.) Just wanted to make you aware of our online course (free) that we created specifically for Data Scientists (https://learn.iterative.ai). We know that bridging the gap between prototype to production/ jupyter notebook to reproducible/software engineering compatible, is a challenge. That's why we created the course. To also... Source: almost 2 years ago
  • Advice about Infra and IaC
    What do you think of iterative.ai tools like dvc or cml? I have no direct experience, but I am looking at setting up something similar to what you need for a personal project. Source: almost 2 years ago
  • TPI - Terraform provider for ML/AI & self-recovering spot-instances
    Hey all, we (at iterative.ai) are launching TPI - Terraform Provider Iterative https://github.com/iterative/terraform-provider-iterative. Source: about 2 years ago
View more

Pachyderm mentions (1)

  • Proton Is Trying to Become Google–Without Your Data
    > Work: https://pachyderm.com/ Well, I know what I'm not using if I ever have a need for an ML pipeline. - Source: Hacker News / almost 2 years ago

What are some alternatives?

When comparing Iterative.ai and Pachyderm, you can also consider the following products

Algorithmia - Algorithmia makes applications smarter, by building a community around algorithm development, where state of the art algorithms are always live and accessible to anyone.

neptune.ai - Neptune brings organization and collaboration to data science projects. All the experiement-related objects are backed-up and organized ready to be analyzed and shared with others. Works with all common technologies and integrates with other tools.

Managed MLflow - Managed MLflow is built on top of MLflow, an open source platform developed by Databricks to help manage the complete Machine Learning lifecycle with enterprise reliability, security, and scale.

Weights & Biases - Developer tools for deep learning research

9 Spokes - 9 Spokes is a free data dashboard that connects your apps to identify powerful insights to deliver your business KPI's.

MCenter - Machine Learning Operationalization