KDnuggets

JULY 11, 2025

What started with curiosity about GPT-3 has evolved into a business necessity, with companies across industries racing to integrate text generation, image creation, and code synthesis into their products and workflows. Dynamic Prompt Systems : Production applications rarely use static prompts.

AI

Eugene Yan

JUNE 21, 2025

eugeneyan Start Here Writing Speaking Prototyping About Evaluating Long-Context Question & Answer Systems [ llm eval survey ] · 28 min read While evaluating Q&A systems is straightforward with short paragraphs, complexity increases as documents grow larger. But even technically correct answers aren’t necessarily helpful.

Clustering

KDnuggets

JULY 29, 2025

. # Step 1: Preparing and Exporting Excel Spreadsheets Lets consider a quarterly business report with data on sales, expenses, profit, and customer satisfaction scores across different regions and product categories. What product showed the greatest profitability increase? NotebookLM also suggests relevant questions.

Natural Language Processing

KDnuggets

JULY 7, 2025

In this article, we will explore one such alternative, DuckDB. So enough with the terms, let’s get started! Let’s get started! Scenario 1: Compare the cost of two bonus programs designed to get more drivers online during a busy day. DuckDB feels more natural and cleaner as the logic gets more complex.

SQL

databricks

JUNE 18, 2025

Events Data + AI Summit Data + AI World Tour Data Intelligence Days Event Calendar Blog and Podcasts Databricks Blog Explore news, product announcements, and more Databricks Mosaic Research Blog Discover the latest in our Gen AI research Data Brew Podcast Let’s talk data!

AI

Data Science Dojo

JULY 7, 2025

This blog explores why context engineering is now the core discipline for AI engineers and architects. Without robust context engineering, AI systems are prone to hallucinations, outdated answers, and inconsistent performance. source: Philschmid What is Context Engineering? Every time, in every scenario.

AI

databricks

JULY 28, 2025

Events Data + AI Summit Data + AI World Tour Data Intelligence Days Event Calendar Blog and Podcasts Databricks Blog Explore news, product announcements, and more Databricks Mosaic Research Blog Discover the latest in our Gen AI research Data Brew Podcast Let’s talk data!

AI

Data Science Dojo

NOVEMBER 5, 2024

The answer is simple: LLM Bootcamps. We’ll explore the specifics of Data Science Dojo’s LLM Bootcamp and why enrolling in it could be your first step in mastering LLM technology. Are you intrigued to explore the professional avenues that are opened through the experience of an LLM Bootcamp?

Data Science

Flipboard

DECEMBER 3, 2024

Syngenta and AWS collaborated to develop Cropwise AI , an innovative solution powered by Amazon Bedrock Agents , to accelerate their sales reps’ ability to place Syngenta seed products with growers across North America. For farmers, it offers an accessible resource for exploring and comparing seed options. Cropwise AI: Hello, Jack!

AWS

Flipboard

JUNE 13, 2025

In this article, we tried to find out the answer to this question and analyze the timeline to see whether it is too early to do this or too late. Data Exploration with LLMs Consider this data project: Black Friday purchases. Here is my dataset description: [Copy-paste from the platform] Perform data exploration using visuals.

Analytics

AWS Machine Learning Blog

DECEMBER 4, 2024

This approach enables sales, marketing, product, and supply chain teams to make data-driven decisions efficiently, regardless of their technical expertise. To get started, you need to build a project. Here, you can explore, experiment and compare various foundation models (FMs) through a chat interface.

AWS

AWS Machine Learning Blog

NOVEMBER 15, 2024

Now, employees at Principal can receive role-based answers in real time through a conversational chatbot interface. The chatbot improved access to enterprise data and increased productivity across the organization. It empowers employees to be more creative, data-driven, efficient, prepared, and productive.

AWS

AWS Machine Learning Blog

NOVEMBER 15, 2024

The challenge here is to retrieve the relevant data source to answer the question and correctly extract information from that data source. Use cases we have worked on include: Technical assistance for field engineers – We built a system that aggregates information about a company’s specific products and field expertise.

Database

AWS Machine Learning Blog

DECEMBER 11, 2024

EBSCOlearning offers corporate learning and educational and career development products and services for businesses, educational institutions, and workforce development organizations. We explore the challenges faced in traditional question-answer (QA) generation and the innovative AI-driven solution developed to address them.

AI

AWS Machine Learning Blog

NOVEMBER 19, 2024

These sessions, featuring Amazon Q Business , Amazon Q Developer , Amazon Q in QuickSight , and Amazon Q Connect , span the AI/ML, DevOps and Developer Productivity, Analytics, and Business Applications topics. And finally, get ready for the AWS DeepRacer League as it takes it final celebratory lap.

AWS

KDnuggets

AUGUST 4, 2025

Blog Top Posts About Topics AI Career Advice Computer Vision Data Engineering Data Science Language Models Machine Learning MLOps NLP Programming Python SQL Datasets Events Resources Cheat Sheets Recommendations Tech Briefs Advertise Join Newsletter Exploring NotebookLM Alternatives Looking for tools like NotebookLM?

Natural Language Processing

Data Science Dojo

AUGUST 5, 2025

Whether you’re a data scientist, developer, or everyday user, understanding and leveraging google ai mode can dramatically enhance your productivity and search accuracy. We’ll also explore the underlying AI technologies, practical use cases, and expert tips to help you stay ahead in the evolving world of search.

Data Science

Data Science Dojo

AUGUST 11, 2025

In this comprehensive guide, we’ll explore the evolution of  OpenAI models , highlighting the key changes, improvements, and technological breakthroughs at each stage. Versatility :  Excelled in translation, summarization, question answering, and even basic coding. Reduced Verbosity :  More concise and relevant answers.

Natural Language Processing

Flipboard

NOVEMBER 20, 2024

In this post, we explore an innovative approach that uses LLMs on Amazon Bedrock to intelligently extract metadata filters from natural language queries. To evaluate the effectiveness of a RAG system, we focus on three key metrics: Answer relevancy – Measures how well the generated answer addresses the user’s query. get('text').split(':')[0].split(',')[-1].replace('score

AWS

Flipboard

JULY 17, 2025

Yet, as the usage of RAG solutions grows, so do the operational and technical hurdles associated with scaling these solutions in production. Optimized infrastructure – Get automatic recommendations for the best instance types to balance performance and cost.

AI

AWS Machine Learning Blog

NOVEMBER 6, 2024

These powerful models, trained on vast amounts of data, can generate human-like text, answer questions, and even engage in creative writing tasks. With Amazon Bedrock, you can integrate advanced NLP features, such as language understanding, text generation, and question answering, into your applications. Select Titan Text G1 – Express.

AWS

AWS Machine Learning Blog

DECEMBER 16, 2024

We spoke with Dr. Swami Sivasubramanian, Vice President of Data and AI, shortly after AWS re:Invent 2024 to hear his impressionsand to get insights on how the latest AWS innovations help meet the real-world needs of customers as they build and scale transformative generative AI applications. Q: What made this re:Invent different?

AWS

databricks

JULY 15, 2025

Events Data + AI Summit Data + AI World Tour Data Intelligence Days Event Calendar Blog and Podcasts Databricks Blog Explore news, product announcements, and more Databricks Mosaic Research Blog Discover the latest in our Gen AI research Data Brew Podcast Let’s talk data! Deep Research helps you answer “why did it happen?”

Data Engineering

Flipboard

JULY 15, 2025

While these autonomous systems help organizations improve workplace productivity, streamline business workflows, and transform research and more, they introduce additional operational requirements. Are user-facing answers clear, helpful, and free of harmful content? To get started, see Datadog LLM Observability.

AWS

Data Science Dojo

APRIL 25, 2025

Whether it is a self-driving car navigating rush hour or a warehouse robot dodging obstacles while organizing inventory, agentic AI is quietly revolutionizing how things get done. Ready to explore more? It can explore, learn from outcomes, and improve its performance over time. Lets dive in. What is Agentic AI?

AI

Flipboard

JULY 15, 2025

By Lynn Comp archive page July 15, 2025 In partnership with Intel In June 2023, technology leaders and IT services executives had a lightning bolt headed their way when McKinsey published the “The economic potential of generative AI: The next productivity frontier” report.

AI

The MLOps Blog

DECEMBER 26, 2024

For example, instead of outdated answers, the chat assistant could pull insights from Neptune’s LLMOps article collection to deliver accurate and contextually relevant responses. The LLM uses the information in the prompt to generate an answer. This prompt should tell the model to use the retrieved context to answer the query.

Database

Flipboard

JUNE 6, 2025

For most of us, answering that means hours of manual testing, model building, and confusion. Get performance metrics without writing repetitive code. Libraries We Will Use We will be exploring 2 underrated Python ML Automation libraries. But in a fast-paced world, it’s a huge productivity boost.

Machine Learning

databricks

JULY 30, 2025

Events Data + AI Summit Data + AI World Tour Data Intelligence Days Event Calendar Blog and Podcasts Databricks Blog Explore news, product announcements, and more Databricks Mosaic Research Blog Discover the latest in our Gen AI research Data Brew Podcast Let’s talk data!

AI

databricks

AUGUST 12, 2025

Events Data + AI Summit Data + AI World Tour Data Intelligence Days Event Calendar Blog and Podcasts Databricks Blog Explore news, product announcements, and more Databricks Mosaic Research Blog Discover the latest in our Gen AI research Data Brew Podcast Let’s talk data!

Data Science

Flipboard

JUNE 3, 2025

Lets explore how the Model Context Protocol (MCP) offers a path forward. In the remaining sections of this post, we explore how MCP works with AWS services, examine specific implementation examples, and provide guidance for technical decision-makers considering adopt MCP in their organizations. What is the MCP?

AWS

KDnuggets

AUGUST 6, 2025

This is handy for onboarding onto new projects or generating documentation. // Task 2b: Working with a Project (Advanced Example) Exploring the codebase is easy. Development-like Docker Volume Mount: Mounting the entire backend directory in the Docker container is less optimal for production builds compared to copying only necessary files.

Natural Language Processing

AWS Machine Learning Blog

OCTOBER 31, 2024

AWS offers powerful generative AI services , including Amazon Bedrock , which allows organizations to create tailored use cases such as AI chat-based assistants that give answers based on knowledge contained in the customers’ documents, and much more. As a default, you can provide the Google chat product icon.

AWS

Dataconomy

NOVEMBER 1, 2024

Currently available to ChatGPT Plus and Team users, it offers conversational responses, citing sources for deeper exploration. Over time, Google refined its algorithms and became the go-to source for answers. Instead of offering a list of web links, it tries to provide direct, conversational answers to user questions.

Algorithm

Data Science Dojo

APRIL 23, 2025

However, with AI agents , this advanced machine intelligence is slowly turning into a reality.These AI agents use memory, make decisions, switch roles, and even collaborate with other agents to get things done. The answer to this dilemma is Arize AI, the team leading the charge on ML observability and evaluation in production.

AI

AWS Machine Learning Blog

DECEMBER 11, 2024

General productivity Amazon Q Business specializes in Retrieval Augmented Generation (RAG) over enterprise and domain-specific datasets, and can also perform general knowledge retrieval and content generation tasks. I then use Field Advisor to brainstorm ideas on how to best position AWS services.

AWS