Data Science Current

A prototype for a new, quiet, thermoacoustic Stirling generator

Hacker News

NOVEMBER 14, 2023

Though a Nasa patent proposes a similar system, it remains on paper only with no prototype yet seen.

Wireflow – free, online, open source tool for creating user-flow prototypes

Hacker News

DECEMBER 20, 2023

Wireflow is free, online and open source tool for creating beautiful user flow prototypes. No Photoshop skills required!

Computer memory prototype ditches 1s and 0s for denser data storage

Hacker News

JULY 17, 2023

Cambridge scientists have developed a new prototype for computer memory that could make for faster chips that could hold up to 100 times more data. The system is made up of barium bridges between films of a disordered material.

Webinars

Peak Performance: Continuous Testing & Evaluation of LLM-Based Applications

The Key to Sustainable Energy Optimization: A Data-Driven Approach for Manufacturing

From Developer Experience to Product Experience: How a Shared Focus Fuels Product Success

Understanding User Needs and Satisfying Them

Beyond the Basics of A/B Tests: Highly Innovative Experimentation Tactics You Need to Know

MORE WEBINARS

NRF52840 Connect Kit – Rapid prototyping kit for your next connected projects

Hacker News

JUNE 25, 2023

Rapid prototyping kit for your next connected projects - GitHub - makerdiary/nrf52840-connectkit: Rapid prototyping kit for your next connected projects

The Definitive Guide to Predictive Analytics

What You'll Learn: 7 steps to embed predictive analytics in your application—from identifying a problem to solve to building your prototype. The Definitive Guide to Predictive Analytics has everything you need to get started, including real-world examples, steps to build your models, and solutions to common data challenges.

Predictive Analytics

How a simple mix of object-oriented programming can sharpen your deep learning prototype

KDnuggets

AUGUST 1, 2019

By mixing simple concepts of object-oriented programming, like functionalization and class inheritance, you can add immense value to a deep learning prototyping code.

Deep Learning

Deep Learning Deep Learning Python

Visual Blocks for ML: Accelerating machine learning prototyping with interactive tools

Google Research AI blog

APRIL 21, 2023

However, developing and iterating on these ML-based multimedia prototypes can be challenging and costly. Visual Blocks uses a node-graph editor that facilitates rapid prototyping of ML-based multimedia applications. Once the model is selected, it can be time-consuming for a team to make a bespoke prototype that showcases the model.

ML

ML ML Machine Learning Machine Learning

Lightning AI Introduces Lightning AI Studios; its Enterprise-Grade Platform for Rapid-prototyping, and Deploying AI Products

insideBIGDATA

DECEMBER 16, 2023

Lightning AI, the company behind PyTorch Lightning, with over 91 million downloads, announced the introduction of Lightning AI Studios, the culmination of 3 years of research into the next generation development paradigm for the age of AI.

AI

AI AI Data Engineering Data Engineer

The Five Step Playbook to Move GenAI into Production

insideBIGDATA

MARCH 18, 2024

This article explores five practical steps to move LLM applications from early prototypes to scaled, production applications. Connecting such an evaluation framework with a scaled observability platform brings confidence in production.

Data Scientist

Data Scientist Deep Learning Deep Learning Data Science

spacy-llm: From quick prototyping with LLMs to more reliable and efficient NLP solutions

Explosion

JANUARY 22, 2024

LLMs are paving the way for fast prototyping of NLP applications. Moving beyond a fast prototype, she offers pragmatic solutions to make the pipeline more reliable and cost efficient. Here, Sofie showcases how to build a structured NLP pipeline to mine clinical trials, using spaCy and spacy-llm.

Large Language Models: From Prototype to Production

Explosion

JULY 18, 2023

In this talk, Ines presents visions for NLP in the age of LLMs and a pragmatic, practical approach for how to use Large Language Models to ship more successful NLP projects from prototype to production today.

How Prototyping Can Help You to Get Buy-In

Eugene Yan

OCTOBER 10, 2020

Building prototypes helped get buy-in when roadmaps & design docs failed.

Harpastum – ancient Roman prototype of soccer and rugby

Hacker News

FEBRUARY 11, 2024

Soccer is perceived by many as a modern invention, but in fact various ball games have been known since ancient times. Not surprisingly…

Square Kilometre Array prototype 'scope achieves first light

Hacker News

JANUARY 30, 2024

SKAMPI was made in China, driven by Docker, located in South Africa, and aimed at the stars

Figma OSS Alternative

Hacker News

APRIL 30, 2024

Prototyping, UI design and code - all in one app. Penpot is the open-source free design software that connects designers and developers with no handoff drama.

Air Force picks Anduril, General Atomics to develop unmanned fighter jets

Hacker News

APRIL 24, 2024

The two vendors emerged successful from an original pool of five and are expected to carry their drone designs through a prototyping phase that will build and test aircraft.

Obsidian-Copilot: A Prototype Assistant for Writing & Thinking

Eugene Yan

JUNE 10, 2023

Writing drafts via retrieval-augmented generation. Also reflecting on the week's journal entries.

Mistral Next: The Latest GPT-4 Competitor from Mistral AI

Analytics Vidhya

FEBRUARY 23, 2024

French AI startup Mistral AI has unveiled its latest prototype language model, “Mistral Next,” sparking excitement and curiosity within the tech community. Positioned as a potential competitor to renowned models like GPT-4, Mistral Next promises advanced capabilities and a commitment to ethical conversation.

AI

AI AI Analytics Analytics

Prototype poisoning (2019)

Hacker News

OCTOBER 24, 2023

The following is an article written by Eran Hammer.

Simplifying Production MLOps with Lakehouse AI

databricks

OCTOBER 19, 2023

But transitioning from prototype. Machine learning (ML) is more than just developing models; it's about bringing them to life in real-world, production systems.

Machine Learning

Machine Learning Machine Learning ML ML

“Make It Real” AI prototype wows devs by turning drawings into working software

Flipboard

NOVEMBER 16, 2023

Designer: "I think I need to go lie down." On Wednesday, a collaborative whiteboard app maker called "tldraw" made waves online by releasing a …

AI

AI AI Computer Science Computer Science

Manta Ray Uncrewed Underwater Vehicle Prototype Completes In-Water Testing

Hacker News

MAY 3, 2024

Comments (..)

Obsidian-Copilot: A Prototype Assistant for Writing and Thinking

Hacker News

JUNE 13, 2023

Writing drafts via retrieval-augmented generation. Also reflecting on the week's journal entries.

Mouse Support for Playdate

Hacker News

MAY 11, 2024

Since some of my first prototypes with Playdate I’ve wanted there to be a way to interact with the device using a mouse. Well, today is that day!

Using Google Sheets as the back end/APIs of your app

Hacker News

APRIL 12, 2024

Turn your Google Sheets spreadsheets into powerful APIs to rapidly develop prototypes, websites, apps and more.

Here’s the Latest AI-powered VR Glasses from Oppo: Air Glass 3 XR

Analytics Vidhya

FEBRUARY 28, 2024

This prototype augmented reality (AR) glasses, powered by Oppo’s proprietary AndesGPT AI model, showcases the company’s strides in blending artificial intelligence (AI) with everyday […] The post Here’s the Latest AI-powered VR Glasses from Oppo: Air Glass 3 XR appeared first on Analytics Vidhya.

Artificial Intelligence

Artificial Intelligence Artificial Intelligence AI AI

Dify, a visual workflow to build/test LLM applications

Hacker News

APRIL 22, 2024

Dify's intuitive interface combines AI workflow, RAG pipeline, agent capabilities, model management, observability features and more, letting you quickly go from prototype to production. Dify is an open-source LLM app development platform. langgenius/dify

AI

AI AI

Need some privacy? Explore Instagram Flipside feature

Dataconomy

JANUARY 25, 2024

This internal prototype signals a potential shift in the platform’s approach, offering users a dedicated, private space within their profiles to share candid and authentic content with a select circle of friends. The Instagram Flipside feature represents a potential innovation in the way users share content on the platform.

AI

AI AI

Show HN: A local Python prototyping tool for Jupyter and Streamlit

Hacker News

OCTOBER 27, 2023

A Kurtosis package for Python data engineers, deploying a Jupyter notebook along with a configurable set of databases, and a visualization tool (Streamlit) - GitHub - galenmarchetti/jupyter-notebook-package: A Kurtosis package for Python data engineers, deploying a Jupyter notebook along with a configurable set of databases, and a visualization tool (..)

Python

Python Data Engineering Data Engineer Data Engineering

Could a Giant Parasol in Outer Space Help Solve the Climate Crisis?

Hacker News

FEBRUARY 9, 2024

Now, a team of scientists says it could launch a prototype within a few years. Interest in sun shields, once a fringe idea, has grown.

Interfaces for Prototyping Hardware

Hacker News

SEPTEMBER 3, 2023

Comments (..)

Show HN: Pokemon prototype game made with JavaScript and p5.js

Hacker News

DECEMBER 31, 2023

Pokemon game made with JavaScript + p5.js js library. Contribute to JSLegendDev/Pokemon-p5js development by creating an account on GitHub.

Ask HN: How to improve PCB prototyping iteration time?

Hacker News

APRIL 23, 2024

Comments (..)

First personal search engine prototype

Hacker News

DECEMBER 28, 2023

Comments (..)

How to Convert Jupyter Notebook into ML Web App?

Analytics Vidhya

APRIL 1, 2022

Introduction Jupyter Notebook is a web-based interactive computing platform that many data scientists use for data wrangling, data visualization, and prototyping of their Machine Learning models. This article was published as a part of the Data Science Blogathon. The post How to Convert Jupyter Notebook into ML Web App?

ML

ML ML Data Wrangling Data Scientist

IBM’s ‘Brain-like’ AI Chip Promises Green and Efficient Future

Analytics Vidhya

AUGUST 16, 2023

In an exciting development, technology behemoth IBM unveiled a prototype of a “brain-like” chip that could revolutionize the world of artificial intelligence (AI).

Artificial Intelligence

Artificial Intelligence Artificial Intelligence AI AI

zPod, India’s First AI-Driven Autonomous Vehicle

Analytics Vidhya

JUNE 5, 2023

The fully-electric prototype, called zPod, showcases impressive capabilities and aims to redefine mobility through cutting-edge technology. Bengaluru-based start-up Minus Zero is making waves in the field of autonomous vehicles with the unveiling of India’s first AI-powered self-driving vehicle.

AI

AI AI Analytics Analytics

Drive Into the Future with Jeep’s Next-Gen AI & Autonomous Off-Road Driving Tech

Analytics Vidhya

JUNE 1, 2023

The tests at Moab, Utah, featured the latest prototypes […] The post Drive Into the Future with Jeep’s Next-Gen AI & Autonomous Off-Road Driving Tech appeared first on Analytics Vidhya. Led by Neda Cvijetic, Head of AI & Autonomous Driving at Stellantis, a dedicated team has successfully tested the new technology.

AI

AI AI Analytics Analytics

Inside the Matrix: Visualizing Matrix Multiplication, Attention and Beyond

Hacker News

SEPTEMBER 25, 2023

An open source machine learning framework that accelerates the path from research prototyping to production deployment.

Machine Learning

Machine Learning Machine Learning

7 Tips for Dealing With Small Data

KDnuggets

JULY 29, 2019

At my workplace, we produce a lot of functional prototypes for our clients. In this article, I’ll share 7 tips to improve your results when prototyping with small datasets. Because of this, I often need to make Small Data go a long way.

Cross Validation

Cross Validation Data Modeling Data Models

How product design consultancies shape industries

Dataconomy

FEBRUARY 20, 2024

From conceptualization to prototyping: Transforming ideas into reality After brainstorming sessions with clients, product design consultancies embark on a journey of refining and developing concepts. By analyzing how users interact with prototypes, consultancies identify any design flaws or areas that require improvement.

The city of the future looks like a former military bunker in Taipei

Hacker News

DECEMBER 2, 2023

Back in 2016, I wrote an article for How We Get To Next on an informal settlement called Treasure Hill, in Taiwan, that could be a prototype for the future of sustainable urban living. How We Get To Next is still online in archived format, but with bitrot being what

Ines Montani on Natural Language Processing

Explosion

APRIL 8, 2024

They cover generative vs. predictive tasks, creating a pipeline and breaking down problems, labeling examples for training, fine-tuning models, using LLMs to label data and build prototypes, and the spaCy NLP library.

Natural Language Processing

Show HN: Manta – A tool for FPGA Debugging and Rapid Prototyping

Hacker News

MARCH 7, 2024

Manta Documentation

A prototype for a new, quiet, thermoacoustic Stirling generator

Wireflow – free, online, open source tool for creating user-flow prototypes

Webinars

Trending Sources

Computer memory prototype ditches 1s and 0s for denser data storage

Webinars

NRF52840 Connect Kit – Rapid prototyping kit for your next connected projects

The Definitive Guide to Predictive Analytics

How a simple mix of object-oriented programming can sharpen your deep learning prototype

Visual Blocks for ML: Accelerating machine learning prototyping with interactive tools

Lightning AI Introduces Lightning AI Studios; its Enterprise-Grade Platform for Rapid-prototyping, and Deploying AI Products

The Five Step Playbook to Move GenAI into Production

spacy-llm: From quick prototyping with LLMs to more reliable and efficient NLP solutions

Large Language Models: From Prototype to Production

How Prototyping Can Help You to Get Buy-In

Harpastum – ancient Roman prototype of soccer and rugby

Square Kilometre Array prototype 'scope achieves first light

Figma OSS Alternative

Air Force picks Anduril, General Atomics to develop unmanned fighter jets

Obsidian-Copilot: A Prototype Assistant for Writing & Thinking

Mistral Next: The Latest GPT-4 Competitor from Mistral AI

Prototype poisoning (2019)

Simplifying Production MLOps with Lakehouse AI

“Make It Real” AI prototype wows devs by turning drawings into working software

Manta Ray Uncrewed Underwater Vehicle Prototype Completes In-Water Testing

Obsidian-Copilot: A Prototype Assistant for Writing and Thinking

Mouse Support for Playdate

Using Google Sheets as the back end/APIs of your app

Here’s the Latest AI-powered VR Glasses from Oppo: Air Glass 3 XR

Dify, a visual workflow to build/test LLM applications

Need some privacy? Explore Instagram Flipside feature

Show HN: A local Python prototyping tool for Jupyter and Streamlit

Could a Giant Parasol in Outer Space Help Solve the Climate Crisis?

Interfaces for Prototyping Hardware

Show HN: Pokemon prototype game made with JavaScript and p5.js

Ask HN: How to improve PCB prototyping iteration time?

First personal search engine prototype

How to Convert Jupyter Notebook into ML Web App?

IBM’s ‘Brain-like’ AI Chip Promises Green and Efficient Future

zPod, India’s First AI-Driven Autonomous Vehicle

Drive Into the Future with Jeep’s Next-Gen AI & Autonomous Off-Road Driving Tech

Inside the Matrix: Visualizing Matrix Multiplication, Attention and Beyond

7 Tips for Dealing With Small Data

How product design consultancies shape industries

The city of the future looks like a former military bunker in Taipei

Ines Montani on Natural Language Processing

Show HN: Manta – A tool for FPGA Debugging and Rapid Prototyping

Stay Connected