Sat.Nov 23, 2024 - Fri.Nov 29, 2024

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What Nobody Tells You About Deploying GenAI

Precisely

Large Language Models (LLMs) became popular after the release of ChatGPT two years ago. The idea of chatting with an AI through a browser significantly reduced the technical barriers, making LLMs the fastest-growing platform globally. Since then, ChatGPT-like applications have surged in popularity, driven by their ease of use and groundbreaking innovations.

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Which IDEs do software engineers love, and why?

The Pragmatic Engineer

It’s been nearly 6 months since our research into which AI tools software engineers use, in the mini-series, AI tooling for software engineers: reality check. At the time, the most popular tools were ChatGPT for LLMs, and GitHub copilot for IDE-integrated tooling. Then this summer, I saw the Cursor IDE becoming popular around when Anthropic’s Sonnet 3.5 model was released, which has superior code generation compared to ChatGPT.

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Deep Dive into Handling Consumer Fetch Requests: Kafka Producer and Consumer Internals, Part 4

Confluent

In the final article of this four-part series on Kafka producer and consumer internals, observe the inner workings of brokers as they attempt to serve data up to consumers.

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Tips for Handling Large Datasets in Python

KDnuggets

Working with large datasets is common but challenging. Here are some tips to make working with such large datasets in Python simpler.

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Apache Airflow® Best Practices for ETL and ELT Pipelines

Whether you’re creating complex dashboards or fine-tuning large language models, your data must be extracted, transformed, and loaded. ETL and ELT pipelines form the foundation of any data product, and Airflow is the open-source data orchestrator specifically designed for moving and transforming data in ETL and ELT pipelines. This eBook covers: An overview of ETL vs.

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Booting Databricks VMs 7x Faster for Serverless Compute

databricks

The Databricks Serverless compute infrastructure launches and manages millions of virtual machines (VMs) each day across three major cloud providers, and it is.

Cloud 114
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The Pragmatic Engineer in 2024

The Pragmatic Engineer

The last 12 months, The Pragmatic Engineer covered a variety of deepdives, revealing previously unshared details like: * What Stripe's engineering culture is like * The architecture evolution of Bluesky * How the ChatGPT scaled to meet demand * How Anthropic builds products * How and why hardware startup Oxide built two new computers from

More Trending

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Massive Black Friday Deals for Machine Learning Fans!

KDnuggets

Black Friday is finally here, and so are huge savings for your machine learning journey!

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Build an Autonomous AI Assistant with Mosaic AI Agent Framework

databricks

Large language models are revolutionizing how we interact with technology by leveraging advanced natural language processing to perform complex tasks. In recent years.

Building 103
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PSPO Study Guide: The Best Plan to Crack PSPO Exam 2025

Knowledge Hut

Scrum is a quality-driven process for producing excellent business outcomes. Organizations are looking for professional product owners that grasp this notion and can use it in the real world. Employers use many credentialing services to certify levels of comprehension and application by level, which are referred to as belts. Scrum training sessions, along with resources like a PSPO study guide, assist you in learning PSPO I principles, studying efficiently and effectively to pass your exam, adva

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Cloud Data Warehouse Migrations: Success Stories from WHOOP and Nexon

Snowflake

Many of our customers — from Marriott to AT&T — start their journey with the Snowflake AI Data Cloud by migrating their data warehousing workloads to the platform. For organizations considering moving from a legacy data warehouse to Snowflake, looking to learn more about how the AI Data Cloud can support legacy Hadoop use cases, or assessing new options if your current cloud data warehouse just isn’t scaling anymore, it helps to see how others have done it.

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Apache Airflow®: The Ultimate Guide to DAG Writing

Speaker: Tamara Fingerlin, Developer Advocate

In this new webinar, Tamara Fingerlin, Developer Advocate, will walk you through many Airflow best practices and advanced features that can help you make your pipelines more manageable, adaptive, and robust. She'll focus on how to write best-in-class Airflow DAGs using the latest Airflow features like dynamic task mapping and data-driven scheduling!

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Math Myths Busted: What Beginners Actually Need for Data Science

KDnuggets

Terrified of calculus but dream of being a data scientist? Breathe easy! Discover the surprising truth about math in data science and how you can succeed without being a math genius.

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Empowering Business Users with Self-Service Data Intelligence

databricks

Introduction Data is power. According to McKinsey, "Banks own more customer data than companies in most other industries, but they are behind many.

Banking 96
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Data Engineering Weekly #198

Data Engineering Weekly

Editor’s Note: Launching Data & Gen-AI courses in 2025 I can’t believe DEW will reach almost its 200th edition soon. What I started as a fun hobby has become one of the top-rated newsletters in the data engineering industry. All credit goes to the incredible data engineering community, where people are constantly writing and sharing their knowledge with the community.

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Data for Good: Ending the Data Disparity Deepening Global Inequality

Snowflake

The Horn of Africa is experiencing a catastrophic drought. Five rainy seasons in a row have failed — and experts predict a sixth. Millions of desperate people in Ethiopia, Kenya and Somalia have abandoned their homes in search of water and pasture. This crisis is a huge challenge for already taxed government organizations. Where should limited resources be deployed?

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Optimizing The Modern Developer Experience with Coder

Many software teams have migrated their testing and production workloads to the cloud, yet development environments often remain tied to outdated local setups, limiting efficiency and growth. This is where Coder comes in. In our 101 Coder webinar, you’ll explore how cloud-based development environments can unlock new levels of productivity. Discover how to transition from local setups to a secure, cloud-powered ecosystem with ease.

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Impact of GenAI on the Software Testing Market

KDnuggets

Could AI replace traditional software testers? Learn how Generative AI transforms their roles and supercharges testing efficiency without missing critical tests.

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How automated workflows are revolutionizing the manufacturing industry

databricks

For today’s manufacturers, streamlined and automated workflows are crucial for overcoming challenges such as manual data management and equipment downtime. By leveraging automated.

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Top 10 Data Engineering & AI Trends for 2025

Monte Carlo

According to industry experts, 2024 was destined to be a banner year for generative AI. Operational use cases were rising to the surface, technology was reducing barriers to entry, and general artificial intelligence was obviously right around the corner. So… did any of that happen? Well, sort of. Here at the end of 2024, some of those predictions have come out piping hot.

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Generative AI and Its Role in Innovation for Telecom Services

RandomTrees

The telecommunication industry is transforming greatly in this modern time and age because of changes in the digital revolution. The scope of telecom services is growing in size and complexity, owing to technologies such as 5G, the Internet of Things (IoT), and cloud technology. And one technology that has potential to transform the telecom sector is Generative AI , or GAI, which lies in the focus of creating new things, be it content, ideas or solutions.

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15 Modern Use Cases for Enterprise Business Intelligence

Large enterprises face unique challenges in optimizing their Business Intelligence (BI) output due to the sheer scale and complexity of their operations. Unlike smaller organizations, where basic BI features and simple dashboards might suffice, enterprises must manage vast amounts of data from diverse sources. What are the top modern BI use cases for enterprise businesses to help you get a leg up on the competition?

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Build a Data Science App with Python in 10 Easy Steps

KDnuggets

Learn how to build a data science app with Python, using Scikit-Learn and FastAPI, one step at a time.

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Tealium and Databricks: Providing Real-Time Insights and AI-Driven Customer Experiences

databricks

In today's rapidly changing digital world, consumer data protection and privacy regulations are reshaping how businesses interact with their customers. These changes can.

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Introducing the New Anthropic PDF Processing API

Towards Data Science

Anthropic Claude 3.

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Grid Modernization with AI for More Connected Utilities

RandomTrees

Considering how most industries have rapidly evolved thanks to technology, upgrading grids has been of utmost importance for utility companies out there. With the increasing demand for energy and renewable energy transition progressing forward, the older grid systems fall behind because they cannot meet the efficiency, reliability, and sustainability targets.

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Prepare Now: 2025s Must-Know Trends For Product And Data Leaders

Speaker: Jay Allardyce, Deepak Vittal, Terrence Sheflin, and Mahyar Ghasemali

As we look ahead to 2025, business intelligence and data analytics are set to play pivotal roles in shaping success. Organizations are already starting to face a host of transformative trends as the year comes to a close, including the integration of AI in data analytics, an increased emphasis on real-time data insights, and the growing importance of user experience in BI solutions.

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Effectively Using Cursor for 10x Coding

KDnuggets

Learn how to utilize this advanced AI-driven IDE for your work.

Coding 109
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Xcel Energy: Developing a RAG-based Chatbot on Databricks

databricks

"We are delving deeper into the capabilities of MLFlow tracing. This functionality will be instrumental in diagnosing performance issues and enhancing the quality.

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Engineering the Future: Common Threads in Data, Software, and Artificial Intelligence

Towards Data Science

How recognizing cross-discipline commonalities not only enhances recruitment strategies but also supports adaptable IT architectures.

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Hexagonal Architecture: A Practical Guide

Booking.com Engineering

All you need to know for a quick start with Domain DrivenDesign Created using DALLE In todays fast-paced development environment, organising code effectively is critical for building scalable, maintainable, and testable applications. While many developers rely on layered architecture, this often leads to challenges with tight coupling, domain leakage, and difficulty in testing.

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How to Drive Cost Savings, Efficiency Gains, and Sustainability Wins with MES

Speaker: Nikhil Joshi, Founder & President of Snic Solutions

Is your manufacturing operation reaching its efficiency potential? A Manufacturing Execution System (MES) could be the game-changer, helping you reduce waste, cut costs, and lower your carbon footprint. Join Nikhil Joshi, Founder & President of Snic Solutions, in this value-packed webinar as he breaks down how MES can drive operational excellence and sustainability.

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What I Actually Do As a Data Scientist (in 2024)

KDnuggets

Here’s what it takes to become a successful data scientist in 2024.

Data 108
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Announcing the Winners of the Generative AI World Cup

databricks

We are thrilled to announce the winners of the Generative AI World Cup! This event brought together over 1500 data scientists and AI.

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Portioning Recipes, Reducing Waste: How Picnic Simplifies Your Cooking Journey

Picnic Engineering

Cooking a family meal can be an adventure, can’t it? Picture this: the Smiths, a family of four, are planning a cozy Friday dinner. Excited chatter fills the living room as they browse for recipes. “Let’s make pasta with garlic bread,” suggests little Emma. Dad adds, “And a salad to keep it balanced.” After a consensus is reached, they head to the supermarket, revising their list along the way to make sure nothing is missed.

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Building the Future of Content: Inside Booking.com’s Intelligent Content Enrichment Platform

Booking.com Engineering

AI-Powered Content Discover the system architecture that enables seamless content enrichment across Booking.com. Intro Oh, the sweet nineties. Back then, the internet had only simple <img> tags for pictures, and booking your summer vacation meant calling a random hotel and hoping for the best. Its now 2024, and both things have become much smarter.

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The Cloud Development Environment Adoption Report

Cloud Development Environments (CDEs) are changing how software teams work by moving development to the cloud. Our Cloud Development Environment Adoption Report gathers insights from 223 developers and business leaders, uncovering key trends in CDE adoption. With 66% of large organizations already using CDEs, these platforms are quickly becoming essential to modern development practices.