KDnuggets

JUNE 26, 2025

Step 4: Execute and View Results Click "Execute Workflow" in the top toolbar Watch the nodes process - each will show a green checkmark when complete Click on the HTML node and select the "HTML" tab to view your report Copy the report or take screenshots to share with your team The entire process takes under 30 seconds once your workflow is set up.

Data Quality 275

Data Quality Data Science Natural Language Processing Machine Learning 275

KDnuggets

JULY 24, 2025

Every time you iterate through a Python loop, the interpreter has to do a lot of work like checking the types, managing objects, and handling loop mechanics. Similarly, when working with very small datasets, the overhead of setting up vectorized operations might outweigh the benefits. Its also much faster.

Python 221

Python Natural Language Processing Data Science Machine Learning 221

KDnuggets

JULY 17, 2025

By Matthew Mayo , KDnuggets Managing Editor on July 17, 2025 in Python Image by Editor | ChatGPT Introduction Pythons standard library is extensive, offering a wide range of modules to perform common tasks efficiently. By subscribing you accept KDnuggets Privacy Policy Leave this field empty if youre human: No, thanks!

Natural Language Processing 304

Natural Language Processing Data Science Python Machine Learning 304

databricks

JULY 24, 2025

Databricks provides efficient cost management controls to support incremental maturity among FinOps teams, aligning with industry standard FinOps core beliefs. These organizations manage thousands of resources in various cloud and platform environments. Think of this as the “Crawl, Walk, Run” journey to go from chaos to control.

Clustering 223

Clustering SQL Azure AWS 223

databricks

JUNE 11, 2025

Rather than managing the overwhelming complexity of agent development, teams can focus on what matters most: defining their agent's purpose and providing strategic guidance on quality through natural language feedback. We auto-optimize over the knobs, gain confidence that you are on the most optimized settings.

Analytics 330

Analytics Analytics Data Science AI 330

KDnuggets

JUNE 9, 2025

In this tutorial, we will: Set up Ollama and Open Web UI to run the DeepSeek-R1-0528 model locally. Abid holds a Masters degree in technology management and a bachelors degree in telecommunication engineering. By subscribing you accept KDnuggets Privacy Policy Leave this field empty if youre human: No, thanks!

Natural Language Processing 311

Natural Language Processing Data Science Machine Learning Machine Learning 311

Data Science Dojo

JULY 1, 2025

These protocols played a foundational role in advancing multi-agent research and applications, setting the stage for today’s more sophisticated and scalable agentic AI communication standards. It acts as the “project manager” of agentic systems, ensuring agents work together efficiently and securely.

AI 195

AI AI Data Scientist Database 195

KDnuggets

JULY 23, 2025

A more advanced cost-tracking implementation will also allow users to set a spending budget and limit , while also connecting the LiteLLM cost usage information to an analytics dashboard to more easily aggregate information. Cornellius Yudha Wijaya is a data science assistant manager and data writer. I hope this has helped!

Natural Language Processing 198

Natural Language Processing Data Science Python Machine Learning 198

Flipboard

NOVEMBER 22, 2024

This post dives deep into how to set up data governance at scale using Amazon DataZone for the data mesh. The data mesh is a modern approach to data management that decentralizes data ownership and treats data as a product. This post is part of an ongoing series about governing the machine learning (ML) lifecycle at scale.

Data Governance 132

Data Governance ML ML Data Lakes 132

Flipboard

JULY 25, 2025

There are many ways to set up a machine learning pipeline system to help a business, and one option is to host it with a cloud provider. The cloud provider selection is up to the business, but in this article, we will explore how to set up a machine learning pipeline on the Google Cloud Platform (GCP). Lets get started.

Machine Learning 132

Machine Learning Machine Learning Natural Language Processing Data Science 132

Hacker News

JUNE 26, 2025

Unlike single-vector embeddings, multi-vector models represent each data point with a set of embeddings, and leverage more sophisticated similarity functions that can capture richer relationships between datapoints. Imagine you have a large dataset of "multi-vector sets" (i.e.,

Algorithm 170

Algorithm Natural Language Processing Data Mining Data Mining 170

Data Science Dojo

JULY 7, 2025

They require the deliberate design and orchestration of context: the full set of information, memory, and external tools that shape how an AI model reasons and responds. Context engineering is the systematic design, construction, and management of all information—both static and dynamic—that surrounds an AI model during inference.

AI 222

AI AI Database Data Science 222

KDnuggets

JUNE 19, 2025

Set Up Your Data To set up the Excel workbook we will be using, follow these steps: Open a new Excel workbook Import your data into Excel Go to the Data tab >> select Get Data >> select your file type Perform any dataset cleaning or maintenance that may be required Convert to Excel Table Next, lets convert our data to an Excel table.

Data Science 237

Data Science Natural Language Processing Machine Learning Machine Learning 237

Data Science Dojo

APRIL 7, 2025

It is a powerful technique that allows AI to learn and improve without compromising user privacy. It means stripping away the personal identifiers that could tie data back to a specific person, enabling you to use the data for analysis or research while ensuring privacy. But how does it actually work?

AI 195

AI AI Machine Learning Machine Learning 195

KDnuggets

JUNE 17, 2025

In this tutorial, we will learn how to set up Modal, create a vLLM server, and deploy it securely to the cloud. Setting Up Modal Modal is a serverless platform that lets you run any code remotely. This tool lets you build images, deploy applications, and manage cloud resources directly from your terminal.

Natural Language Processing 172

Natural Language Processing Machine Learning Machine Learning Data Science 172

Data Science Dojo

OCTOBER 31, 2024

Remote data science jobs may appear similar to in-office roles on the surface, but the way they’re structured, managed, and executed varies significantly. Here’s what sets remote roles apart, according to studies and insights from top research institutions.

Data Science 195

Data Science Data Scientist Machine Learning Machine Learning 195

KDnuggets

JULY 22, 2025

By Bala Priya C , KDnuggets Contributing Editor & Technical Content Specialist on July 22, 2025 in Python Image by Author | Ideogram # Introduction Most applications heavily rely on JSON for data exchange, configuration management, and API communication.

Python 187

Python Natural Language Processing Data Science Machine Learning 187

KDnuggets

JULY 2, 2025

In her 2022 tutorial, she guides you through setting up a countdown timer, Play/Pause/Reset controls, and visual feedback. You’ll manage enemy spawning, movement, collision detection, shooting logic, scoring, and even object‑oriented design. It is perfect for understanding event-driven programming and tkinter.

Python 304

Python Natural Language Processing Data Science Machine Learning 304

KDnuggets

JUNE 25, 2025

It offers a free tier with generous quotas and saves hours designers or managers would otherwise spend manually drawing visuals. Additional tools like global search across all messages, conversation archiving, send-later scheduling, and “stealth mode” (reading without notifying the sender) help you manage high message volumes efficiently.

Natural Language Processing 228

Natural Language Processing Data Science AI AI 228

databricks

JUNE 18, 2025

With this launch, we’re handling the hard parts of MCP for you: our managed servers support on-behalf-of-user auth out of the box, respecting the governance you’ve already established in Unity Catalog. Built with enterprise-grade security in mind, our managed MCP servers automatically respect a user’s permissions.

AI 172

AI AI Data Science Artificial Intelligence 172

databricks

JULY 24, 2025

Get a Demo Login Contact Us Try Databricks Blog / Product / Article What’s New: Lakeflow Jobs Provides More Efficient Data Orchestration Lakeflow Jobs now comes with a new set of capabilities and design updates built to uplevel workflow orchestration and improve pipeline efficiency. Salesforce, Workday, etc.) or directly from notebooks.

Data Pipeline 210

Data Pipeline Data Engineering Data Engineer Data Engineering 210

Data Science Dojo

NOVEMBER 8, 2024

This release aimed to support real-time applications and ensure user privacy, making AI more accessible and practical for everyday use. Llama 3: Setting the Standard Llama 3 features a transformer-based architecture with parameter sizes of 8 billion and 70 billion, utilizing a standard self-attention mechanism. and Llama 3.2

AI 398

AI AI 398

KDnuggets

JUNE 12, 2025

Install them with: pip install pypdf langchain If you want to manage dependencies neatly, create a requirements.txt file with: pypdf langchain requests And run: pip install -r requirements.txt Step 1: Set Up the PDF Parser(parser.py) The core class CustomPDFParser uses PyPDF to extract text and metadata from each PDF page.

Data Science 258

Data Science Natural Language Processing Python Machine Learning 258

AWS Machine Learning Blog

NOVEMBER 7, 2024

Architecting a multi-tenant generative AI environment on AWS A multi-tenant, generative AI solution for your enterprise needs to address the unique requirements of generative AI workloads and responsible AI governance while maintaining adherence to corporate policies, tenant and data isolation, access management, and cost control.

AWS 113

AWS AI AI Machine Learning 113

AWS Machine Learning Blog

NOVEMBER 15, 2024

Concerns about legal implications, accuracy of AI-generated outputs, data privacy, and broader societal impacts have underscored the importance of responsible AI development. Denied topics are a set of topics that are undesirable in the context of your application. What constitutes responsible AI is continually evolving.

AWS 111

AWS AI AI ML 111

Dataconomy

FEBRUARY 25, 2025

Cyber threats like identity theft, scams, and data breaches are on the rise, making privacy protection essential. What is privacy protection? Privacy protection refers to the steps you take to keep your personal information safe from cybercriminals, identity thieves, and data brokers. Why is privacy protection important?

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91

databricks

JULY 21, 2025

Each component could be broken down into a smaller set of individual parts. The complete set of all parts is called a Bill of Materials (BOM). A graph consists of a set of nodes connected by edges. This produces the set of all reachable airports, along with the required number and set of flights.

SQL 144

SQL Data Warehouse Data Science Artificial Intelligence 144

Hacker News

JUNE 23, 2025

torchft uses a global Lighthouse server and per replica group Managers to do the real time coordination of workers. Since we wanted to maximize the total number of failures and recoveries, we used Gloo since it can reinitialize in <1s for our use case, and we were able to set the timeout on all operations at 5s.

Clustering 162

Clustering Algorithm Database Machine Learning 162

Flipboard

JUNE 13, 2025

By Nate Rosidi , KDnuggets Market Trends & SQL Content Specialist on June 13, 2025 in Artificial Intelligence Image by Author | Canva "AI agents will become an integral part of our daily lives, helping us with everything from scheduling appointments to managing our finances. Setting up the Agent First, let’s install all the libraries.

Analytics 158

Analytics Analytics Natural Language Processing Data Science 158

KDnuggets

JUNE 10, 2025

The assertion error helps users provide flexibility in development, as we can set up a failure-catching system that allows for easier debugging. Cornellius Yudha Wijaya is a data science assistant manager and data writer. By subscribing you accept KDnuggets Privacy Policy Leave this field empty if youre human: No, thanks!

Python 225

Python Natural Language Processing Data Science Machine Learning 225

Dataconomy

JUNE 13, 2025

As organizations generate more data, the need for clear guidelines on managing that data becomes essential. A data governance policy is a formal document that provides a structured framework for managing data and information assets within an organization.

Data Governance 91

Data Governance Data Quality 91

Flipboard

JUNE 28, 2025

It repeats this process until the captions stop improving, or it hits a set limit. Finally, we fine-tuned the model using a curated set of images for high-priority use cases, like frequently reported damage scenarios, to further improve accuracy and reliability. Shruti Tiwari is an AI product manager at Dell Technologies.

Deep Learning 163

Deep Learning Deep Learning ML ML 163

Dataconomy

NOVEMBER 27, 2024

Home automation is basically the connection of different devices and technologies for automated and convenient work in managing the home environment. Current status: Management and automation Most smart homes today are scenario-based, which set predefined rules as actions. Water Management: Leakage and Overuse Detection Sensors.

Internet of Things 121

Internet of Things Artificial Intelligence Artificial Intelligence Machine Learning 121

KDnuggets

JUNE 24, 2025

To install Node.js, download it from nodejs.org To install pnpm, run the following command: npm install -g pnpm Step 3: Set Up Environment Variables cp.env.example.env Edit the.env file to include your OpenAI / Anthropic /OpenRouter API key and, optionally, your GitHub personal access token. and pnpm installed globally. start-database.sh

Natural Language Processing 175

Natural Language Processing Data Science Machine Learning Machine Learning 175

AWS Machine Learning Blog

NOVEMBER 21, 2024

Amazon Bedrock is a fully managed service that offers a choice of high-performing foundation models (FMs) from leading AI companies like AI21 Labs, Anthropic, Cohere, Meta, Mistral AI, Stability AI, and Amazon through a single API, along with a broad set of capabilities to build generative AI applications with security, privacy, and responsible AI.

AI 111

AI AI AWS Data Preparation 111

AWS Machine Learning Blog

NOVEMBER 22, 2024

Since Amazon Bedrock is serverless, you don’t have to manage any infrastructure, and you can securely integrate and deploy generative AI capabilities into your applications using the AWS services you are already familiar with.

AWS 100

AWS AI AI Database 100

AWS Machine Learning Blog

NOVEMBER 22, 2024

Amazon Bedrock is a fully managed service that offers a choice of high-performing foundation models (FMs) from leading AI companies like AI21 Labs, Anthropic, Cohere, Meta, Mistral AI, Stability AI, and Amazon through a single API, along with a broad set of capabilities to build generative AI applications with security, privacy, and responsible AI.

AWS 101

AWS Python AI AI 101