List: VS DATA | Curated by Joseph Robinson, Ph.D.

Aug 20, 2021

22 stories

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VS DATA
 This story is no longer available
In
Voxel51
by
Eric Hofesmann
Loading Open Images V6 and custom datasets with FiftyOneDatasets and their annotations are often stored in very different formats. FiftyOne allows for easy loading and visualization of any image…
Feb 10, 2021
1
Feb 10, 2021
1
In
Yandex school of Data Science
by
Gleb Ivashkevich
Creating reproducible data science workflows with DVC“Getting started” tutorial into DVC to make a structure and order in your daily ML routine
Oct 2, 2019
4
Oct 2, 2019
4
 This story is no longer available
In
TDS Archive
by
Aparna Dhinakaran
The Only 3 ML Tools You NeedAt a rapid pace, many machine learning techniques have moved from proof of concepts to powering crucial pieces of technology that people…
Mar 31, 2021
4
Mar 31, 2021
4
In
FAUN — Developer Community 🐾
by
Aymen El Amri
6 Open Source MLOps Platforms To Enable DevOps for your Machine Learning ProjectTraining machine learning model for production use is a hectic and time-consuming process. With MLOps, this narrative is changing. MLOps, a…
May 3, 2021
2
May 3, 2021
2
In
Heartbeat
by
Odemakinde Elisha
4 important Computer vision annotation tools you need to know in 2020A breakdown of the four most-used annotation tools for object detection
Nov 6, 2020
Nov 6, 2020
In
TDS Archive
by
Harshit Tyagi
Data Science Learning Roadmap for 2021Building your own learning track to master the art of applying data science.
Jan 16, 2021
3
Jan 16, 2021
3
In
TDS Archive
by
Simon Lousky
Use MLflow and DVC for open-source reproducible Machine Learning
May 28, 2021
May 28, 2021
In
Towards AI
by
Giorgos Myrianthous
Data Versioning for Efficient Workflows with MLFlow and LakeFSBuilding resilient, atomic and versioned data lake operations
Apr 29, 2021
1
Apr 29, 2021
1
Hady Elsahar
How do you manage your Machine Learning Experiments?“Every experiment is sacred
Every experiment is great
If an experiment is wasted
God gets quite irate” ~Sacred
Aug 4, 2019
7
Aug 4, 2019
7
In
TDS Archive
by
Adam Shafi
Creating a Modern, Open Source MLOps Stack at Home
May 5, 2021
6
May 5, 2021
6
In
TDS Archive
by
Markus Schmitt
Open MLOps: Open Source Production Machine LearningWe are releasing the beta of Open MLOps: an open source platform for building machine learning solutions.
Jul 29, 2021
6
Jul 29, 2021
6
In
Voxel51
by
Jason Corso
FiftyOne, Six Months Post-LaunchFiftyOne launched in August 2020. Now, six months post-launch, I cover what’s new and how its empowering better ML datasets and models.
Feb 3, 2021
Feb 3, 2021
In
TDS Archive
by
Arunn Thevapalan
Andrew Ng’s 5 Step Framework to Plan AI Projects EffectivelyYou’re about to learn the most fundamental AI scoping framework that will save your time, money and energy.
Mar 5, 2021
Mar 5, 2021
In
TDS Archive
by
Parul Pandey
Automate your data science project structure in three easy steps
Jun 6, 2021
2
Jun 6, 2021
2
In
TDS Archive
by
Thilina Rajapakse
A Quick Overview of NVIDIA Jarvis — An End-to-End Framework for Conversational AIThe NVIDIA Jarvis framework simplifies the process of training and deploying Conversational AI systems making it much easier to build…
Feb 26, 2021
Feb 26, 2021
In
Better Programming
by
Ng Wai Foong
The Beginner’s Guide to PydanticA Python package  to parse and validate data
Aug 10, 2020
2
Aug 10, 2020
2
In
TDS Archive
by
Martin Thoma
pydanticThe library you must know if you juggle data around
Nov 1, 2020
1
Nov 1, 2020
1
In
TDS Archive
by
TwoDeltaTech
Keep your code clean using Black & Pylint & Git Hooks & Pre-commitIndispensable tools for a cleaner collaborative development
May 29, 2021
5
May 29, 2021
5

VS DATA

Loading Open Images V6 and custom datasets with FiftyOne

Datasets and their annotations are often stored in very different formats. FiftyOne allows for easy loading and visualization of any image…

Creating reproducible data science workflows with DVC

“Getting started” tutorial into DVC to make a structure and order in your daily ML routine

The Only 3 ML Tools You Need

At a rapid pace, many machine learning techniques have moved from proof of concepts to powering crucial pieces of technology that people…

6 Open Source MLOps Platforms To Enable DevOps for your Machine Learning Project

Training machine learning model for production use is a hectic and time-consuming process. With MLOps, this narrative is changing. MLOps, a…

4 important Computer vision annotation tools you need to know in 2020

A breakdown of the four most-used annotation tools for object detection

Data Science Learning Roadmap for 2021

Building your own learning track to master the art of applying data science.

Use MLflow and DVC for open-source reproducible Machine Learning

Data Versioning for Efficient Workflows with MLFlow and LakeFS

Building resilient, atomic and versioned data lake operations

How do you manage your Machine Learning Experiments?

“Every experiment is sacred Every experiment is great If an experiment is wasted God gets quite irate” ~Sacred

Creating a Modern, Open Source MLOps Stack at Home

Open MLOps: Open Source Production Machine Learning

We are releasing the beta of Open MLOps: an open source platform for building machine learning solutions.

FiftyOne, Six Months Post-Launch

FiftyOne launched in August 2020. Now, six months post-launch, I cover what’s new and how its empowering better ML datasets and models.

Andrew Ng’s 5 Step Framework to Plan AI Projects Effectively

You’re about to learn the most fundamental AI scoping framework that will save your time, money and energy.

Automate your data science project structure in three easy steps

A Quick Overview of NVIDIA Jarvis — An End-to-End Framework for Conversational AI

The NVIDIA Jarvis framework simplifies the process of training and deploying Conversational AI systems making it much easier to build…

The Beginner’s Guide to Pydantic

A Python package to parse and validate data

pydantic

The library you must know if you juggle data around

Keep your code clean using Black & Pylint & Git Hooks & Pre-commit

Indispensable tools for a cleaner collaborative development

Joseph Robinson, Ph.D.