Towards Data Science

FEBRUARY 9, 2024

Over the past 3 years, Fivetran has improved its core offering significantly, extended its connector library and even started to branch out into light orchestration with features like their dbt integration. These include open-source options like Weaviate , managed solutions like Pinecone and many more.

Platform 98

Platform Data Build Stream 98

Google Research AI blog

MAY 19, 2023

DP-SGD is a modification of SGD that involves a) clipping per-example gradients to limit the sensitivity and b) adding the noise, calibrated to the sensitivity and privacy guarantees, to the aggregated gradients, before the gradient update step. Formal DP statement for the model and tuning process (e.g.,

Model 102

Model Practice Challenge Open 102

Google Research AI blog

FEBRUARY 28, 2023

Top Open-sourcing datasets and tools Engaging with the broader research community is a core part of our efforts to build a more collaborative ecosystem. We support the general advancement of ML and related research through the release of open-source code and datasets.

Research 72

Research Community Google Open Source 72

Towards Data Science

NOVEMBER 4, 2023

This is where open-source alternatives come into play. Frameworks like Airbyte and Meltano might be an easy and quick solution to deploy a data source integration microservice. It’s not a surprise that many of them are open-source and are Python-based. PETL is great for aggregation and row-level ETL.

Data 98

Data Analytics Open Source Literacy 98

Towards Data Science

JANUARY 30, 2025

That said, this tutorial aims to introduce airflow-parse-bench , an open-source tool I developed to help data engineers monitor and optimize their Airflow environments, providing insights to reduce code complexity and parsetime. Every library imported at the top level is loaded into memory during parsing, which can be time-consuming.

Environment 48

Environment Create Files Library 48

Towards Data Science

JUNE 6, 2023

There are many great blogs ( 1 , 2 , 3 ) describing DuckDB — the TL;DR summary is DuckDB is an open-source in-process OLAP database built specifically for analytical queries. I’m going to use the Python Seaborn data visualisation library to create a bar plot of the monthly activity minutes directly from the activity_df dataframe.

Personal 98

Personal Data Files Analysis 98

Towards Data Science

MARCH 6, 2023

Many open-source data-related tools have been developed in the last decade, like Spark, Hadoop, and Kafka, without mention all the tooling available in the Python libraries. The bucket will function as a raw file storage that aggregates all the reports in a single place. The proposed pipeline. Image by the author.

Google 98

Google Data Create Script 98

Towards Data Science

JULY 13, 2023

In this post, we’re going to share how Hamilton , an open source framework, can help you write modular and maintainable code for your large language model (LLM) application stack. Embed text entries using the Cohere API , the OpenAI API , or the SentenceTransformer library. Image from pixabay. We want to hear from you!

Application 97

Application Build Module API 97

Tech Soup

NOVEMBER 8, 2013

It's only when all those little chunks are aggregated that they turn into Big Data; then the software called analytics can scour it for patterns. Infographic Tools for Nonprofits and Libraries. Big Data Right Now: 5 Trendy Open Source Technologies (TechCrunch). SAP data reporting and visualization software donations.

Data 66

Data Organization Disaster Map 66

Towards Data Science

JANUARY 30, 2025

That said, this tutorial aims to introduce airflow-parse-bench , an open-source tool I developed to help data engineers monitor and optimize their Airflow environments, providing insights to reduce code complexity and parsetime. Every library imported at the top level is loaded into memory during parsing, which can be time-consuming.

Environment 40

Environment Create Files Library 40

Google Research AI blog

NOVEMBER 3, 2022

For benchmark evaluation, we report the interquartile mean (IQM) metric from the RLiable library. Benchmarking PVRL algorithms on Atari, with teacher-normalized scores aggregated across 10 games. In this regard, we have open-sourced our code and trained agents with their final replay buffers.

Learning 52

Learning Benchmark Training Train 52

DataRobot

SEPTEMBER 30, 2022

Aside from DataRobot models, open source models deployed outside of DataRobot MLOps can also be managed and monitored by DataRobot. As your production model repository grows, the number of aggregations that need to be made also increases. It is not enough to just monitor performance and log errors.

Model 52

Model Product Stats Metrics 52

Forj

JUNE 7, 2021

LXPs accomplish this by aggregating a variety of learning materials from different sources and providing artificial intelligence-assisted recommendations to each learner based on their past interests. Rather than learners accessing content as it becomes available, learners always have access to a vast library of on-demand courses.

Experiment 36

Experiment Learning Platform Guide 36

Beneblog: Technology Meets Society

AUGUST 11, 2014

The solution we have been exploring is a semi-customized, open source, secure, data collection and analysis application that makes it easier for social sector users to safely gather and use information more efficiently. For more advanced app requirements, they would start with their application 90-95% done already on the platform.

Impact 187

Impact Data Open Source Mobile 187

NVIDIA AI Blog

MARCH 3, 2025

Beyond elephants, EarthRanger collects, integrates and displays data on a slew of wildlife aggregated from over 100 data sources, including camera traps, acoustic sensors, satellites, radios and more. An elephant named Hugo wears a monitoring device that helps keep him safe. Image courtesy of the Mara Elephant Project.

Help 119

Help Conservancy Seattle San Jose 119

The Verge

MAY 25, 2020

Choksi got to work in her apartment producing prototype face shields by modifying an open-source design, from a company called Budmen Industries, and 3D printing the plastic visor that holds the shield and rests on the forehead with a piece of foam-like material in between. Thankfully, Columbia handed over its printers.

New York City 95

New York City Volunteer New York University 95

Forj

DECEMBER 29, 2017

The theory is that people who do not see value in paying for an individual chunk of CE will see value in paying for access to a large library of online CE – like the Spotify model of online education. Nor is the subscription likely to be very popular if you don’t actually have a large library of online CE. We are all for it.

eLearning 60

eLearning Hype Education Associations 60

Towards Data Science

DECEMBER 23, 2023

Docker containers bundle up an application with everything it needs (like libraries and other dependencies) and ship it as one package. This box (or image) includes the code, runtime, system tools, libraries, and settings — basically all the necessary parts that are required to run the application. Click here to learn more about it. #

Analytics 98

Analytics Data Files Analysis 98

Gyrus

SEPTEMBER 26, 2024

Some tools provide extensive libraries with customizable elements, while others offer more limited resources. 11. User Ratings User ratings provide insights into real-world experiences with each tool, offering an aggregate score from trusted platforms like G2 and Capterra.

Authoring Tool 52

Authoring Tool eLearning Authoring Comparison 52