Precisely

JANUARY 27, 2025

New year, new data-driven opportunities to unlock. In 2025, its more important than ever to make data-driven decisions, cut costs, and improve efficiency especially in the face of major challenges due to higher manufacturing costs, disruptive new technologies like artificial intelligence (AI), and tougher global competition. But overcoming these obstacles is easier said than done, as evidenced by key findings from the 2025 Outlook: Data Integrity Trends and Insights report, published in partner

Data Integration 59

Data Integration Data Governance Government Data Programming 59

Towards Data Science

JANUARY 27, 2025

How to Build a Data Dashboard Prototype with Generative AI A book reading data visualization withVizro-AI This article is a tutorial that shows how to build a data dashboard to visualize book reading data taken from goodreads.com. It uses a low-code approach to prototype the dashboard using natural language prompts to an open source tool, which generates Plotly charts that can be added to a template dashboard.

Building 53

Building Datasets Coding Data 53

Edureka

JANUARY 27, 2025

What is a Red Team? Imagine you’re a company with a solid cybersecurity setup, but how do you know it can withstand a real cyberattack? This is where a Red Team comes in. Red Teams are cybersecurity professionals who simulate real-world attacks to test an organization’s security. Their goal is to find vulnerabilities that could be exploited by actual hackers, helping companies identify weak spots and improve their defenses.

Media 52

Media Certification Education Programming 52

Snowflake

JANUARY 27, 2025

People often ask me, Why did you join Snowflake, and why did you choose to work on developer productivity? I joined Snowflake to learn from world-class engineers and be part of the highly collaborative culture. These have been the secret sauce to Snowflakes rocket-ship growth. Snowflake was embarking on a remarkable transformation of developer productivity, and I had to jump on the rocket ship as it was taking off!

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Programming Language Coding Cloud Systems 92

Speaker: Ben Epstein, Stealth Founder & CTO | Tony Karrer, Founder & CTO, Aggregage

When tasked with building a fundamentally new product line with deeper insights than previously achievable for a high-value client, Ben Epstein and his team faced a significant challenge: how to harness LLMs to produce consistent, high-accuracy outputs at scale. In this new session, Ben will share how he and his team engineered a system (based on proven software engineering approaches) that employs reproducible test variations (via temperature 0 and fixed seeds), and enables non-LLM evaluation m

Software Engineer

Lyft Engineering

JANUARY 27, 2025

Written by Shima Nassiri and IdoBright Network Effect At Lyft, we run various randomized experiments to tackle different measurement needs. User-split experiments account for 90% of the randomized studies due to the higher power and fit for most use cases. However, they are prone to interference or network bias. In a multi-sided marketplace, there is no such thing as a perfect balance of supply and demand and one side of the market is congested: if we have oversupply, we can run rider-split expe

Retail 42

Retail Designing IT Engineering 42

Monte Carlo

JANUARY 29, 2025

As every organization seemingly races to adopt AI, we can learn a lot from early use cases and success stories. But it may be even more valuable to hear about and learn from the challenges of implementing enterprise AI products. Recently, we sat down with the data science team at a major media company to discuss exactly that. We talked about their plans for GenAI and the challenges theyve encountered as they incorporate large language models (LLMs) into their data products while prioritizing

Media 52

Media Data Science Datasets Raw Data 52

WeCloudData

JANUARY 28, 2025

Have you noticed how Siri understands your request effortlessly and how Netflix seems to know exactly what you’ll want to watch next? These simple interactions are not magic or coincidence, but are the common application of Artificial Intelligence. AI influences every aspect of our lives. We interact with it every day, whether during exercise, work, […] The post What is Artificial Intelligence (AI)?

IT 52

IT Machine Learning Data Science Data 52

Precisely

JANUARY 30, 2025

Key Takeaways: Prioritize metadata maturity as the foundation for scalable, impactful data governance. Recognize that artificial intelligence is a data governance accelerator and a process that must be governed to monitor ethical considerations and risk. Integrate data governance and data quality practices to create a seamless user experience and build trust in your data.

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Data Governance Government Metadata Data 103

Sync Computing

JANUARY 27, 2025

The global data landscape is experiencing remarkable growth, with unprecedented increases in data generation and substantial investments in analytics and infrastructure. According to data from sources like Network World and, G2 the global datasphere is projected to expand from 33 zettabytes in 2018 to an astounding 175 zettabytes by 2025, reflecting a compound annual growth rate (CAGR) of 61%.

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AWS Data Lake Machine Learning Big Data 52

Start Data Engineering

JANUARY 28, 2025

1. Introduction 2. Centralize Metric Definitions in Code Option A: Semantic Layer for On-the-Fly Queries Option B: Pre-Aggregated Tables for Consumers 3. Conclusion & Recap 4. Required Reading 1. Introduction If youve worked on a data team, youve likely encountered situations where multiple teams define metrics in slightly different ways, leaving you to untangle why discrepancies exist.

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Utilities Coding Data 147

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Apache Airflow® is the open-source standard to manage workflows as code. It is a versatile tool used in companies across the world from agile startups to tech giants to flagship enterprises across all industries. Due to its widespread adoption, Airflow knowledge is paramount to success in the field of data engineering.

Datasets

Towards Data Science

JANUARY 30, 2025

Building more efficient AI TLDR : Data-centric AI can create more efficient and accurate models. I experimented with data pruning on MNIST to classify handwritten digits. Best runs for furthest-from-centroid selection compared to full dataset. Image byauthor. What if I told you that using just 50% of your training data could achieve better results than using the fulldataset?

Database-centric 106

Database-centric Datasets Data Architecture 106

Snowflake

JANUARY 29, 2025

We are excited to bring DeepSeek-R1 to Snowflake Cortex AI! As described by DeepSeek , this model, trained via large-scale reinforcement learning (RL) without supervised fine-tuning (SFT), can achieve performance comparable to OpenAI-o1 across math, code and reasoning tasks. Based on DeepSeeks posted benchmarking, DeepSeek-R1 tops the leaderboard among open source models and rivals the most advanced closed source models globally.

Unstructured Data 97

Unstructured Data SQL Python Government 97

Pinterest Engineering

JANUARY 31, 2025

Bowen Deng | Machine Learning Engineer, Homefeed Candidate Generation; Zhibo Fan | Machine Learning Engineer, Homefeed Candidate Generation; Dafang He | Machine Learning Engineer, Homefeed Relevance; Ying Huang | Machine Learning Engineer, Curation; Raymond Hsu | Engineering Manager, Homefeed CG Product Enablement; James Li | Engineering Manager, Homefeed Candidate Generation; Dylan Wang | Director, Homefeed Relevance; Jay Adams | Principal Engineer, Pinner Curation &Growth Introduction At P

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Systems Metadata Machine Learning Architecture 67

KDnuggets

JANUARY 28, 2025

Python environment management can sometimes give you that awful feeling in the pit of your stomach. So don't do it: just use Docker containers.

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Python Management AWS IT 137

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!

Data

databricks

JANUARY 31, 2025

Deepseek-R1 is a state-of-the-art open model that, for the first time, introduces the reasoning capability to the open source community. In particular, the.

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Snowflake

JANUARY 28, 2025

Migrating from a traditional data warehouse to a cloud data platform is often complex, resource-intensive and costly. At Snowflake, we believe every organization should benefit from an easy, enterprise-grade and collaborative cloud AI and data platform and should be able to make that transition as fast and automatic as possible. Thats why we are announcing that SnowConvert , Snowflakes high-fidelity code conversion solution to accelerate data warehouse migration projects, is now available for d

Data Warehouse 91

Data Warehouse Professional Services SQL Coding 91

RandomTrees

JANUARY 30, 2025

The energy and utility industry is being transformed by AI technology, and it is powered by the digital revolution. One of its newest forms, Generative AI, is bolstering utility operations reliability, efficiency, and resilience. Its place in modern utilities is most evident in real-time fault detection. The utilization of Generative AI for utilities is discussed in this article, alongside smart utilities with AI , real-time monitoring AI, and AI predictive maintenance.

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Utilities Algorithm Machine Learning Systems 52

KDnuggets

JANUARY 28, 2025

Rather than fearing AI, we should see it as a tool that complements human skills, helping professionals focus on high-value work and enhancing job roles.

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IT 129

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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.

Cloud

Picnic Engineering

JANUARY 30, 2025

After introducing our Page Architecture initiative in this previous post , well now dive deeper into how we transformed the mobile appthe primary platform where millions of customers do their grocery shopping with Picnic. As an online-only supermarket, the app isnt just another sales channelits the core of all customer experience. This transformation isnt just about technical improvementsits about fundamentally changing how we deliver rich, dynamic user interfaces to customers.

Architecture 52

Architecture Metadata Engineering Systems 52

Snowflake

JANUARY 28, 2025

Migrating from a traditional data warehouse to a cloud data platform is often complex, resource-intensive and costly. At Snowflake, we believe every organization should benefit from an easy, enterprise-grade and collaborative cloud AI and data platform and should be able to make that transition as fast and automatic as possible. Thats why we are announcing that SnowConvert , Snowflakes high-fidelity code conversion solution to accelerate data warehouse migration projects, is now available for d

Data Warehouse 80

Data Warehouse Professional Services SQL Data 80

Monte Carlo

JANUARY 31, 2025

Most data validation is a patchwork joba schema check here, a rushed file validation there, maybe a retry mechanism when things go sideways. Its the industry norm. Everyone does it, and thats why everyones been woken up by a 3AM alert caused by these piecemeal, reactive solutions. Heres the hard truth: patchwork checks will fail you. Theyre like taping together a cracked pair of glassesit works for a while, but when they snap, youre left blind and fumbling.

Data Validation 52

Data Validation Cloud Storage Raw Data Data 52

KDnuggets

JANUARY 27, 2025

Master cleaner, faster code with these essential techniques to supercharge your data workflows.

Python 124

Python Data Workflow Data Coding 124

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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?

Business Intelligence

Striim

JANUARY 30, 2025

During a crisiswhether its a pandemic, a natural disaster, or a major supply chain breakdownswift, informed decision-making can mean the difference between regaining control and facing further escalation. Todays organizations have access to more data than ever before, and consequently are faced with the challenge of determining how to transform this tremendous stream of real-time information into actionable insights.

Systems 52

Systems Management Hospitality Healthcare 52

ArcGIS

JANUARY 28, 2025

Having fish for dinner tonight? Ever wondered if anyone is monitoring where it's coming from?

IT 116

IT 116

Towards Data Science

JANUARY 30, 2025

Stop Creating Bad DAGsOptimize Your Airflow Environment By Improving Your PythonCode Valuable tips to reduce your DAGs parse time and save resources. Photo by Dan Roizer on Unsplash Apache Airflow is one of the most popular orchestration tools in the data field, powering workflows for companies worldwide. However, anyone who has already worked with Airflow in a production environment, especially in a complex one, knows that it can occasionally present some problems and weirdbugs.

Python 48

Python Coding Google Cloud Database 48

KDnuggets

JANUARY 27, 2025

Run powerful reasoning models locally, matching the performance of OpenAI's o1 capabilities, completely free, and avoid paying $200 a month for a pro subscription.

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With over 30 million monthly downloads, Apache Airflow is the tool of choice for programmatically authoring, scheduling, and monitoring data pipelines. Airflow enables you to define workflows as Python code, allowing for dynamic and scalable pipelines suitable to any use case from ETL/ELT to running ML/AI operations in production. This introductory tutorial provides a crash course for writing and deploying your first Airflow pipeline.

Cloud

databricks

JANUARY 28, 2025

At Zafin , our mission is to help banks modernize their core infrastructure to deliver exceptional, personalized experiences to their customers. To determine.

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Banking 111

WeCloudData

JANUARY 30, 2025

TThe integration of Artificial Intelligence (AI) and Large Language Models (LLMs), into medical diagnosis healthcare is revolutionizing patient care. But how effective are these tools when it comes to diagnosing complex medical conditions? A recent study conducted by UVA Health, in collaboration with Stanford and Harvard, dives into the diagnostic potential of AI and offers […] The post How LLMs and AI Are Shaping Medical Diagnosis appeared first on WeCloudData.

Medical 52

Medical Healthcare IT 52

Edureka

JANUARY 27, 2025

Full-stack development is a popular and adaptable technology today. A Full-stack developer works on both the front end, which is what users see and interact with, and the back end, which manages everything that happens in the background. These special skills have made them very important in the technology business. The salary of a Full-stack developer will be discussed in this blog along with industry-specific factors like experience and workplace location.

Engineering 52

Engineering Project Programming Technology 52

KDnuggets

JANUARY 30, 2025

In this article, we show you how to run parallel time series analysis with Dask, through a practical Python-based tutorial.

Python 116

Python 116

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.

Data