Snorkel AI

MARCH 19, 2024

Read on to see how Google and Snorkel AI customized PaLM 2 using domain expertise and data development to improve performance by 38 F1 points in a matter of hours. The main lever for optimizing LLMs and delivering both production-level accuracy and competitive advantage lies in a company’s own data.

AI 52

AI AI Data Scientist ML 52

phData

DECEMBER 4, 2023

We’ll explore the options available to you and how they impact: Operating costs and complexity Security Performance This will allow you to get the most out of the Snowflake Data Cloud and deliver results back to the business. Congratulations! Want to save this guide for later? Download a free PDF by filling out the form.

Clustering 98

Clustering Database SQL Data Pipeline 98

Hacker News

MARCH 15, 2023

The “raw computational system” will just do “raw computation”; to get something aligned with us humans requires leveraging the detailed human history captured by all those pages on the web, etc. But it ultimately takes something beyond the raw computational system of the AI to define what us humans would consider a meaningful goal.

AI 178

AI AI Artificial Intelligence Artificial Intelligence 178

The MLOps Blog

JULY 18, 2023

Every episode is focused on one specific ML topic, and during this one, we talked to Jason Falks about deploying conversational AI products to production. You can watch it on YouTube: Or Listen to it as a podcast on: Spotify Apple Podcasts But if you prefer a written version, here you have it! Hi, Jason, and welcome.

AI 52

AI AI Natural Language Processing Machine Learning 52

ODSC - Open Data Science

JULY 11, 2023

Last November, researchers at OpenAI released a test version of conversational AI called ChatGPT, which allows people and machines to communicate in very human-like ways. [2] I used ChaptGPT to learn a host of things about data centers and will list those below and in Parts 2 and 3 of this series.

Data Lakes 40

Data Lakes AI AI Cloud Computing 40

Hacker News

FEBRUARY 14, 2023

And why does it work? My purpose here is to give a rough outline of what’s going on inside ChatGPT—and then to explore why it is that it can do so well in producing what we might consider to be meaningful text. But how does it do it? ”—and each time adding a word. But this is where a bit of voodoo begins to creep in.

Machine Learning 182

Machine Learning Machine Learning Algorithm Artificial Intelligence 182

The MLOps Blog

OCTOBER 20, 2023

Jupyter notebooks have been one of the most controversial tools in the data science community. Nevertheless, many data scientists will agree that they can be really valuable – if used well. I’ll show you best practices for using Jupyter Notebooks for exploratory data analysis. It’s only the results it generates that matter.

SQL 52

SQL Database Data Scientist Python 52

Snorkel AI

JULY 3, 2023

Jason Goldfarb, senior data scientist at State Farm , gave a presentation entitled “Reusable Data Cleaning Pipelines in Python” at Snorkel AI’s Future of Data-Centric AI virtual conference in August 2022. It has always amazed me how much time the data cleaning portion of my job takes to complete.

Data Pipeline 52

Data Pipeline Exploratory Data Analysis Data Scientist Machine Learning 52

Snorkel AI

JULY 3, 2023

Jason Goldfarb, senior data scientist at State Farm , gave a presentation entitled “Reusable Data Cleaning Pipelines in Python” at Snorkel AI’s Future of Data-Centric AI virtual conference in August 2022. It has always amazed me how much time the data cleaning portion of my job takes to complete.

Data Pipeline 52

Data Pipeline Exploratory Data Analysis Data Scientist Machine Learning 52

PyImageSearch

NOVEMBER 13, 2023

Home Table of Contents Faster R-CNNs Object Detection and Deep Learning Measuring Object Detector Performance From Where Do the Ground-Truth Examples Come? Why Do We Use Intersection over Union (IoU)? Object detection is no different. You’ll be able to use these discussions and code examples as a starting point for your own projects.

Deep Learning 120

Deep Learning Deep Learning Algorithm Support Vector Machines 120

Hacker News

FEBRUARY 3, 2023

Why does the Second Law work? But it is only now—with ideas that have emerged from our Physics Project —that I think I can pull all the pieces together and finally be able to construct a proper framework to explain why—and to what extent—the Second Law is true. This is part 1 in a 3-part series about the Second Law: 1.

Computer Science 173

Computer Science Computer Science Algorithm Machine Learning 173

Pickl AI

MARCH 31, 2024

Summary: Generative AI isn’t magic, but it learns like one! This powerful technology utilizes deep learning algorithms to analyze massive amounts of data, be it text, images, or code. Through a multi-step process, the AI extracts patterns and relationships within the data.

AI 52

AI AI Deep Learning Deep Learning 52

Chatbots Life

MAY 3, 2023

Conversational AI is the use of Machine learning and advanced algorithms where you interact with a computer naturally using audio, and the machine/computer understands the intent behind your query and responds accordingly. The machines then are able to understand the questions and respond to them aptly.

AI 98

AI AI Natural Language Processing Machine Learning 98

Alation

DECEMBER 15, 2021

Modern business is built on a foundation of trusted data. Yet high-volume collection makes keeping that foundation sound a challenge, as the amount of data collected by businesses is greater than ever before. An effective data governance strategy is critical for unlocking the full benefits of this information.

Data Governance 52

Data Governance Data Quality Analytics Analytics 52

DataRobot Blog

JUNE 24, 2022

Many real estate players have long made decisions based on intuition coupled with analyzing traditional key retrospective data. Next to this ongoing challenge of compiling and interpreting data, real estate players are also dealing with the challenge that real estate is increasingly driven by human needs and market shifts.

AI 52

AI AI Machine Learning Machine Learning 52

Smart Data Collective

OCTOBER 26, 2023

If you are planning on preparing a business presentation in the near future, you should be aware of the best AI-driven tools that can help you make the most of your message. Keep reading to learn more. Integrations with various data sources ensure that your maps are always up-to-date, presenting real-time insights. The benefits?

AI 94

AI AI Artificial Intelligence Artificial Intelligence 94

phData

NOVEMBER 9, 2023

Snowflake’s Data Cloud has emerged as a leader in cloud data warehousing. As a fundamental piece of the modern data stack , Snowflake is helping thousands of businesses store, transform, and derive insights from their data easier, faster, and more efficiently than ever before. What is the Snowflake Data Cloud?

Data Warehouse 98

Data Warehouse Data Lakes Clustering Cloud Data 98