databricks

APRIL 26, 2023

The text generation capabilities of ChatGPT, Dolly and the like are truly impressive and are rightfully recognized as major steps forward in the.

Retail 83

Retail 83

KDnuggets

SEPTEMBER 30, 2023

Learn a simple way to have a live model hosted on AWS.

Machine Learning 112

Machine Learning Cloud AWS 112

databricks

AUGUST 29, 2023

Check out our LLM Solution Accelerators for Retail for more details and to download the notebooks. While conversational AI has garnered a lot.

Retail 78

Retail 78

KDnuggets

JULY 26, 2022

This article will focus on a step-by-step data drift study using Eurybia an open-source python library.

Python 146

Python Data Machine Learning 146

The Pragmatic Engineer

APRIL 21, 2024

To explain how ChatGPT (and other large language models) operate, I turned to the ChatGPT engineering team. "How OpenAI is the creator of ChatGPT, which is just one of the business’ products. ChatGPT and the API each expose several classes of model: GPT-3, GPT-3.5,   Multiply embeddings by model weights.  We

Engineering 332

Engineering Software Engineer Software Engineering Programming 332

KDnuggets

AUGUST 1, 2019

Getting trained neural networks to be deployed in applications and services can pose challenges for infrastructure managers. Challenges like multiple frameworks, underutilized infrastructure and lack of standard implementations can even cause AI projects to fail. This blog explores how to navigate these challenges.

Deep Learning 100

Deep Learning Project Management 100

Data Engineering Podcast

APRIL 21, 2024

When Andrew Lee started work on Shortwave he was focused on making email more productive. In this episode he shares the technical challenges that he and his team have overcome in integrating AI into their product, as well as the benefits and features that it provides to their customers. Don't forget to check out our other shows.

Data Lake 182

Data Lake High Quality Data Data Pipeline Machine Learning 182

Data Engineering Podcast

APRIL 28, 2024

Summary Generative AI promises to accelerate the productivity of human collaborators. In this episode he explains the data collection and preparation process, the collection of model types and sizes that work together to power the experience, and how to incorporate it into your workflow to act as a second brain.

Building 130

Building Data Lake High Quality Data Machine Learning 130

Data Engineering Weekly

MAY 3, 2024

People have reservations about using tools like Jupytor Notebook for the production pipeline for a good reason. Let’s take a few common criticisms about running Notebook in production. Dependency management is also bound to the individual scope of the Notebook and prevents production-grade code quality.

Programming Language 117

Programming Language ETL Tools Data Pipeline Coding 117

Snowflake

FEBRUARY 27, 2024

Many of these providers make their products available on Snowflake Marketplace for Snowflake customers to purchase — and they use our integrated Marketplace Monetization capabilities to simplify the process and speed up procurement and sales cycles.

Bytes 90

Bytes Electronics Banking Data 90

Snowflake

JANUARY 23, 2024

We have been making it easier and faster to build and manage ML models with Snowpark ML , the Python library and underlying infrastructure for end-to-end ML workflows in Snowflake. For Snowpark ML Operations, the Snowpark Model Registry allows customers to securely manage and execute models in Snowflake, regardless of origin.

Machine Learning 115

Machine Learning Metadata Python Telecommunication 115

Christophe Blefari

JANUARY 26, 2024

Next week, I'll be wrapping up my DataOps lecture by incorporating how to deploy machine learning models. This is a fun part where students learn how to serve a simple classifier in production. Here a few takeaways in a messy way: Data products and organisational impacts Data engineers are still the limiting human resource.

Google Cloud 130

Google Cloud Algorithm Data Java 130

Data Engineering Podcast

DECEMBER 24, 2023

Elad Eldor has experienced these challenges first-hand, leading to his work writing the book "Kafka: : Troubleshooting in Production" In this episode he highlights the sources of complexity that contribute to Kafka's operational difficulties, and some of the main ways to identify and mitigate potential sources of trouble.

Kafka 245

Kafka Data Lake High Quality Data SQL 245

Knowledge Hut

MAY 3, 2024

Agile methodology is a simple, flexible, and iterative product development model with the distinct advantages of accommodating new requirement changes and incorporating the feedback of the previous iterations over the traditional waterfall development model. Salary $104,205 per year. 134,438 per year.

Certification 98

Certification Consulting Project Programming 98

The Pragmatic Engineer

APRIL 9, 2024

As I shared in November 2021 , Stack Overflow is retiring this product, and the last day of operation will be 30 March 2022. I asked Stack Overflow why the product is being shut down and had a long conversation with someone working on the product. Pallet has a different model, going forward.

Software Engineer 257

Software Engineer Software Engineering Engineering Recruitment 257

The Pragmatic Engineer

MAY 1, 2024

Gross implies the company is eyeing more than $10B in revenue; although it’s just a claim, and we saw no product or demo. Also, when I visited Cognition AI’s website, I naively expected the AI developer to have generated parts of the website, proving the thing works in production. But there is none of this.

Software Engineer 181

Software Engineer Software Engineering Programming Language Media 181

Data Engineering Podcast

SEPTEMBER 17, 2023

In this episode Brian Platz explains how JSON-LD can be used as a shared representation of linked data for building semantic data products. Get all of the details and try the new product today at dataengineeringpodcast.com/rudderstack You shouldn't have to throw away the database to build with fast-changing data. What is JSON-LD?

Building 189

Building BI SQL Python 189

Christophe Blefari

OCTOBER 19, 2023

In this core model you have an orders model. On the other side the finance data team wants to build a revenue model on top of the core.orders model. With cross-project references you can declare a model to be public on core to use it elsewhere. Or even more, versioning models. Join blef.fr

Project 264

Project Finance SQL Government 264

Knowledge Hut

APRIL 26, 2024

The product development process is just as vital as product management; both seem similar but have subtle variances. Product development focuses on the creation of a product, whereas The entire process is overseen by product management. What Is the Product Development Process?

Process 98

Process Manufacturing Retail Electronics 98

Snowflake

APRIL 24, 2024

Efficiently Intelligent: Arctic excels at enterprise tasks such as SQL generation, coding and instruction following benchmarks even when compared to open source models trained with significantly higher compute budgets. This means Arctic is more capable than other open source models trained with a similar compute budget.

Amazon Web Services 145

Amazon Web Services SQL AWS Architecture 145

Snowflake

OCTOBER 18, 2023

Product-led growth (PLG) is a business model that emerged in the last decade with the enormous success of vendors like Slack and Datadog. Unlike traditional sales-led models, PLG models cut out the middlemen (sales reps, for example) and let customers just download and use the product without third-party onboarding.

Designing 80

Designing Accessible Accessibility Systems 80

Knowledge Hut

MAY 3, 2024

Types of Machine Learning: Machine Learning can broadly be classified into three types: Supervised Learning: If the available dataset has predefined features and labels, on which the machine learning models are trained, then the type of learning is known as Supervised Machine Learning. These have been discussed further in detail.

Machine Learning 98

Machine Learning Algorithm Datasets Medical 98

Scott Logic

APRIL 22, 2024

Large-model AI is becoming more and more influential in the market, and with the well-known tech giants starting to introduce easy-access AI stacks, a lot of businesses are left feeling that although there may be a use for AI in their business, they’re unable to see what use cases it might help them with.

BI 97

BI Software Engineer Software Engineering Algorithm 97

Knowledge Hut

MAY 1, 2024

Stage Four: Modeling Once the tedious process of preparation is over, it is time to get the results that will be required for this project lifecycle. If required, multiple modeling techniques can be used; where each task must be performed individually. With each technique, parameters must be set based on specific criteria.

Data Science 81

Data Science Raw Data Manufacturing Retail 81

Snowflake

MAY 2, 2024

Snowflake Marketplace is designed to give customers and organizations a place to easily find, try and buy data, apps and AI products that help solve their most pressing business problems. Q: What’s the process for listing a data product on Snowflake Marketplace? See full terms and conditions.) Q: How do I set the price for my listing?

Electronics 75

Electronics Media Accessible Accessibility 75

Snowflake

OCTOBER 11, 2023

Worsening inflation and rising interest rates are putting pressure on startups across all stages of venture funding to reframe their tech stacks or business models along the tech-scape’s collapsing edges. Consumption-based pricing is becoming a preferred pricing model through which startups can effectively sell their own services.

Unstructured Data 96

Unstructured Data Cloud Data Science Finance 96

KDnuggets

OCTOBER 11, 2019

In this upcoming webinar on Oct 23 @ 10 AM PT, learn why you should invest time in monitoring your machine learning models, the dangers of not paying attention to how a model’s performance can change over time, metrics you should be gathering for each model and what they tell you, and much more.

Machine Learning 57

Machine Learning 57

Knowledge Hut

APRIL 16, 2024

As enterprises approach some degree of maturity in managing projects , it becomes necessary for streamlining and standardizing the way these projects are executed, be it product development or providing services. Waterfall The first formal description of the Waterfall model is often cited as early as 1970 in an article by Winston W.

Project 98

Project Management Programming Designing 98

Snowflake

APRIL 20, 2023

Generative AI and large language models (LLMs) are revolutionizing many aspects of both developer and non-coder productivity with automation of repetitive tasks and fast generation of insights from large amounts of data. And second, with the power to be more pervasive than I can even imagine, is generative AI and LLMs.

Building 113

Building Unstructured Data Government Coding 113

Engineering at Meta

DECEMBER 19, 2023

HawkEye is the powerful toolkit used internally at Meta for monitoring, observability, and debuggability of the end-to-end machine learning (ML) workflow that powers ML-based products. HawkEye supports recommendation and ranking models across several products at Meta.

Data Pipeline 108

Data Pipeline Algorithm Architecture Machine Learning 108

Snowflake

SEPTEMBER 12, 2023

The White House recently released the first National Cybersecurity Strategy , which among other things, holds the stewards of data accountable and shifts liability for insecure software products and services away from end users and toward vendors that are capable of taking actions to prevent bad outcomes.

Designing 79

Designing Accessible Accessibility Building 79

Snowflake

MARCH 21, 2024

Snowflake is committed to helping our customers unlock the power of artificial intelligence (AI) to drive better decisions, improve productivity and reach more customers using all types of data. This includes Flash, an optimized model for everyday questions and developing support for Core, Reka’s largest and most performant model.

Government 115

Government Technology Cloud Building 115

Snowflake

APRIL 11, 2024

Leveraging breakthroughs from Snowflake’s world-class, AI research team, this innovative solution combines the strengths of Mistral’s latest state-of-the-art model, Mistral Large , with Snowflake’s proprietary SQL generation model. This empowers users to write SQL queries faster than ever and analyze data with ease.

SQL 134

SQL AWS Data Analysis High Quality Data 134

Knowledge Hut

APRIL 26, 2024

Datasets play a crucial role and are at the heart of all Machine Learning models. Machine learning uses algorithms that comb through data sets and continuously improve the machine learning model. Quality data is therefore important to ensure the efficacy of a machine learning model. In the real world, data sets are huge.

Datasets 98

Datasets Machine Learning Deep Learning Finance 98