KDnuggets

JANUARY 21, 2025

Data science is still among the best careers to choose from in terms of compensation, with data scientists earning higher than the average salary. Lets see what data professionals stand to earn in 2025.

Data Science 120

Data Science Data 120

The Pragmatic Engineer

JANUARY 21, 2025

Hi, this is Gergely with a bonus issue of the Pragmatic Engineer Newsletter. In every issue, I cover topics related to Big Tech and startups through the lens of engineering managers and senior engineers. This article is one out of five sections from The Pulse #119. Full subscribers received this issue a week and a half ago. To get articles like this in your inbox, subscribe here.

Software Engineer 339

Software Engineer Software Engineering Engineering Coding 339

Engineering at Meta

JANUARY 21, 2025

Were sharing details about Strobelight, Metas profiling orchestrator. Strobelight combines several technologies, many open source, into a single service that helps engineers at Meta improve efficiency and utilization across our fleet. Using Strobelight, weve seen significant efficiency wins, including one that has resulted in an estimated 15,000 servers worth of annual capacity savings.

Technology 114

Technology Metadata Utilities Engineering 114

Yelp Engineering

JANUARY 21, 2025

At Yelp, we encountered challenges that prompted us to enhance the training time of our ad-revenue generating models, which use a Wide and Deep Neural Network architecture for predicting ad click-through rates (pCTR). These models handle large tabular datasets with small parameter spaces, requiring innovative data solutions. This blog post delves into our journey of optimizing training time using TensorFlow and Horovod, along with the development of ArrowStreamServer, our in-house library for lo

Datasets 104

Datasets Architecture Data Solutions Data 104

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In Airflow, DAGs (your data pipelines) support nearly every use case. As these workflows grow in complexity and scale, efficiently identifying and resolving issues becomes a critical skill for every data engineer. This is a comprehensive guide with best practices and examples to debugging Airflow DAGs. You’ll learn how to: Create a standardized process for debugging to quickly diagnose errors in your DAGs Identify common issues with DAGs, tasks, and connections Distinguish between Airflow-relate

Data Pipeline

Snowflake

JANUARY 21, 2025

We are entering a new era for marketing and advertising agencies. From evolving consumer expectations and increasingly stringent privacy regulations to the rise of AI, the landscape is shifting rapidly. To remain competitive, agencies need to reimagine how they operate. The winners will be those that adopt forward-thinking data strategies, build trust with partners and clients, and leverage AI to deliver real-time insights and personalized campaigns.

Media 97

Media Unstructured Data Data Retail 97

Cloudyard

JANUARY 21, 2025

Read Time: 6 Minute, 6 Second In modern data pipelines, handling data in various formats such as CSV, Parquet, and JSON is essential to ensure smooth data processing. However, one of the most common challenges faced by data engineers is the evolution of schemas as new data comes in. Schema evolution refers to the ability of a system to adapt to changes in the structure of incoming data without breaking existing workflows.

Data Schemas 59

Data Schemas Data Pipeline Data Warehouse Data Storage 59

Edureka

JANUARY 21, 2025

Large language models (LLMs) work better when they can reach a specific knowledge base instead of just their general training data. This is called retrieval-augmented generation (RAG). Because they are trained on huge datasets and have billions of factors. LLMs are great at answering questions, translating, and filling in blanks in text. RAG improves this feature even more by letting LLMs get information from a reliable outside source, like an organization’s own data before they write repl

Healthcare 52

Healthcare Education Medical Database 52

KDnuggets

JANUARY 21, 2025

Learn how to perform advance grouping and aggregation in Pandas.

Data 116

Data 116

Edureka

JANUARY 21, 2025

It is imperative to have backend tools in order to develop web applications that are scalable, efficient, and robust. One of the most popular choices among developers is Flask, a Python framework that is both lightweight and flexible. Flask, which is renowned for its modularity and simplicity, enables developers to rapidly construct web applications without the need for excessive complexity.

Python 52

Python Building Certification Database 52

Monte Carlo

JANUARY 21, 2025

Data is the new currency, and nowhere is that more evident than at the Gartner Data & Analytics Summit an event that gathers industry leaders, practitioners, and tech enthusiasts to discuss the latest in data-driven strategies and cutting-edge analytics solutions. If youre attending the Gartner Data & Analytics Summit and youre ready to learn how your leading data team can leverage data observability to get AI-ready in 2025, then read on for what you can expect, why it matters, and how t

Data Analytics 52

Data Analytics Pipeline-centric Food Data Lake 52

Speaker: Tamara Fingerlin, Developer Advocate

Apache Airflow® 3.0, the most anticipated Airflow release yet, officially launched this April. As the de facto standard for data orchestration, Airflow is trusted by over 77,000 organizations to power everything from advanced analytics to production AI and MLOps. With the 3.0 release, the top-requested features from the community were delivered, including a revamped UI for easier navigation, stronger security, and greater flexibility to run tasks anywhere at any time.

Data

Edureka

JANUARY 21, 2025

Imagine having a record of daily expenditures and wishing to investigate how they would eventually pile up over time—the places this concept of running totals will take you. With running totals, Power BI gives you a mighty insight into the cumulative value you build while traversing through your data. It allows you to analyze the trend of sales and investigate inventory and financial metrics by showing a rise over time.

BI 52

BI Datasets Business Intelligence Certification 52

WeCloudData

JANUARY 21, 2025

Welcome to the fourth blog in WeCloudDatas Prompt Engineering Series! In the previous blog we explored basic prompt engineering techniques, such as zero-shot prompting and few-shot prompting. These techniques are effective in helping large language models to produce contextually relevant output. This blog is an introduction to a more advanced technique known as chain of […] The post Chain of Thought Prompting (CoT) appeared first on WeCloudData.

Engineering 52

Engineering Machine Learning Data Science Data 52

Edureka

JANUARY 21, 2025

Python is a sophisticated predictive analytics platform that uses libraries such as Pandas, NumPy, and Scikit-learn for data manipulation, analysis, and modeling. Businesses can use it to predict trends, find patterns, and make choices based on data. Python’s machine learning techniques can use past data to guess what will happen in the future.

Python 52

Python Datasets Machine Learning Certification 52

ArcGIS

JANUARY 21, 2025

Learn how to make a map with SNODAS data in ArcGIS Pro and build a map quickly by planning your data and design early.

Designing 70

Designing Data Building 70

Speaker: Alex Salazar, CEO & Co-Founder @ Arcade | Nate Barbettini, Founding Engineer @ Arcade | Tony Karrer, Founder & CTO @ Aggregage

There’s a lot of noise surrounding the ability of AI agents to connect to your tools, systems and data. But building an AI application into a reliable, secure workflow agent isn’t as simple as plugging in an API. As an engineering leader, it can be challenging to make sense of this evolving landscape, but agent tooling provides such high value that it’s critical we figure out how to move forward.

Systems

Confluent

JANUARY 21, 2025

Allium provides real-time, accessible blockchain data for analytics and business teams with the help of data streaming. Learn how here.

Building 59

Building Data Accessible Accessibility 59

Elder Research

JANUARY 21, 2025

This article explores the most commonly used likely voter models, sharing how they identify people most likely to participate in an election.

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