Start Data Engineering
JULY 26, 2024
1. Introduction 2. Project overview 3. Check your data before making it available to end-users; Write-Audit-Publish(WAP) pattern 4. TL;DR: How the greatexpectations library works 4.1. greatexpectations quick setup 5. From an implementation perspective, there are four types of tests 5.1. Running checks on one dataset 5.2. Checks involving the current dataset and its historical data 5.3.
Confessions of a Data Guy
JULY 24, 2024
I’ve had something rattling around in the old noggin for a while; it’s just another strange idea that I can’t quite shake out. We all keep hearing about Arrow this and Arrow that … seems every new tool built today for Data Engineering seems to be at least partly based on Arrow’s in-memory format. So, […] The post PyArrow vs Polars (vs DuckDB) for Data Pipelines. appeared first on Confessions of a Data Guy.
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Christophe Blefari
JULY 26, 2024
Tallinn ( credits ) Dear members, it's Summer Data News, the only news you can consume by the pool, the beach or at the office—if you're not lucky. This week, I'm writing from the Baltics, nomading a bit in Eastern and Northern Europe. I'm pleased to announce that we have successfully closed the CfP for Forward Data Conf, we received nearly 100 submissions and the program committee is currently reviewing all submissions.
databricks
JULY 23, 2024
In this blog, we are excited to share Databricks's journey in migrating to Unity Catalog for enhanced data governance. We'll discuss our high-level strategy and the tools we developed to facilitate the migration. Our goal is to highlight the benefits of Unity Catalog and make you feel confident about transitioning to it.
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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?
Data Engineering Weekly
JULY 21, 2024
Editor’s Note: A New Series on Data Engineering Tools Evaluation There are plenty of data tools and vendors in the industry. But how can we choose a tool for the specific need? The traditional evaluation of running PoC on all the selected vendor tools is time-consuming and practically unviable for growth-driven companies. Data Engineering Weekly is launching a new series on software evaluation focused on data engineering to better guide data engineering leaders in evaluating data tools.
Snowflake
JULY 25, 2024
Snowflake Cortex Search, a fully managed search service for documents and other unstructured data, is now in public preview. With Cortex Search, organizations can effortlessly deploy retrieval-augmented generation (RAG) applications with Snowflake, powering use cases like customer service, financial research and sales chatbots. Cortex Search offers state-of-the-art semantic and lexical search over your text data in Snowflake behind an intuitive user interface, and it comes with the robust securi
Data Engineering Digest brings together the best content for data engineering professionals from the widest variety of industry thought leaders.
databricks
JULY 23, 2024
We are excited to partner with Meta to release the Llama 3.1 series of models on Databricks, further advancing the standard of powerful.
Zalando Engineering
JULY 24, 2024
A disrupted gaming night I do not usually read code when dealing with production incidents, as it is one of the slower ways to understand and mitigate what is happening. But on that Friday night, I was glad I did. I was about to start another session of Elden Ring (a video game in which everything is pretty much trying to kill the player) when I was paged with the following: "campaign service is consuming all resources we throw at it".
Netflix Tech
JULY 22, 2024
By Jun He , Natallia Dzenisenka , Praneeth Yenugutala , Yingyi Zhang , and Anjali Norwood TL;DR We are thrilled to announce that the Maestro source code is now open to the public! Please visit the Maestro GitHub repository to get started. If you find it useful, please give us a star. What is Maestro Maestro is a general-purpose, horizontally scalable workflow orchestrator designed to manage large-scale workflows such as data pipelines and machine learning model training pipelines.
Robinhood
JULY 25, 2024
Today, we are excited to launch joint investing accounts, which allow customers to seamlessly manage investments with their partner while keeping their shared assets in one place. Joint accounts make investing more collaborative for families and loved ones, providing shared access for account holders that allows them to combine funds and increase their investment power as they work towards their financial goals.
Speaker: Jay Allardyce, Deepak Vittal, and Terrence Sheflin
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.
databricks
JULY 22, 2024
Evaluating long-form LLM outputs quickly and accurately is critical for rapid AI development. As a result, many developers wish to deploy LLM-as-judge methods.
KDnuggets
JULY 24, 2024
Setup the environment, load the data, perform data analysis and visualization, and create the data pipeline all using Julia programming language.
Cloudera
JULY 22, 2024
Late last week, the tech world witnessed a significant disruption caused by a faulty update from CrowdStrike, a cybersecurity software company that focuses on protecting endpoints, cloud workloads, identity, and data. This update led to global IT outages, severely affecting various sectors such as banking, airlines, and healthcare. Many organizations found their systems rendered inoperative, highlighting the critical importance of system resilience and reliability.
Snowflake
JULY 24, 2024
Let’s say you are building a house that you plan to put up for sale. You focus on an amazing design, beautiful entry, large windows for plenty of sunlight — things that will create a delightful experience for your future buyer. At the same time, the house also needs less glamorous but vitally important infrastructure, like plumbing, running water, electricity, heating, cooling and so on.
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.
databricks
JULY 22, 2024
Today, we're thrilled to announce that Mosaic AI Model Training's support for fine-tuning GenAI models is now available in Public Preview. At Databricks.
KDnuggets
JULY 24, 2024
From the soft tools to the hard tools, these are what make a data scientist successful.
Cloudera
JULY 24, 2024
Cloudera recently unveiled the latest version of Cloudera Private Cloud Base with the Zero Downtime Upgrade (ZDU) feature to enhance your user experience. The goal of ZDU is to make upgrades simpler for you and your stakeholders by increasing the availability of Cloudera’s services. How Do You Keep IT Infrastructure (and Buses) Running and Avoid Downtime?
Uber Engineering
JULY 26, 2024
Explore Odin, Uber’s stateful platform for managing all types of databases. It is a technology-agnostic, intent-based system that has dramatically improved the operational throughput of underlying hosts and databases company-wide.
Speaker: Anindo Banerjea, CTO at Civio & Tony Karrer, CTO at Aggregage
When developing a Gen AI application, one of the most significant challenges is improving accuracy. This can be especially difficult when working with a large data corpus, and as the complexity of the task increases. The number of use cases/corner cases that the system is expected to handle essentially explodes. 💥 Anindo Banerjea is here to showcase his significant experience building AI/ML SaaS applications as he walks us through the current problems his company, Civio, is solving.
databricks
JULY 26, 2024
Introduction Time series forecasting serves as the foundation for inventory and demand management in most enterprises. Using data from past periods along with.
KDnuggets
JULY 23, 2024
This collection of tutorials from our sister site Statology center on data visualization. Learn more about visualizing your data right here.
Confluent
JULY 23, 2024
CC 2024 Q2 adds Flink Private Networking (AWS), Flink SQL Interactive Tables; Enterprise:Connect w/Confluent, Connector Custom Offsets; SI: Build w/Confluent, etc.
Towards Data Science
JULY 26, 2024
Learn from Software Engineers and Discover the Joy of ‘Worse is Better’ Thinking source: unsplash.com Recently, I have had the fortune of speaking to a number of data engineers and data architects about the problems they face with data in their businesses. The main pain points I heard time and time again were: Not knowing why something broke Getting burnt with high cloud compute costs Taking too long to build data solutions/complete data projects Needing expertise on many tools and technologies
Speaker: Donna Laquidara-Carr, PhD, LEED AP, Industry Insights Research Director at Dodge Construction Network
In today’s construction market, owners, construction managers, and contractors must navigate increasing challenges, from cost management to project delays. Fortunately, digital tools now offer valuable insights to help mitigate these risks. However, the sheer volume of tools and the complexity of leveraging their data effectively can be daunting. That’s where data-driven construction comes in.
databricks
JULY 24, 2024
Dataricks is thrilled to announce the General Availability (GA) of Primary Key (PK) and Foreign Key (FK) constraints, starting in Databricks Runtime 15.2.
KDnuggets
JULY 23, 2024
Tired of staring at bland dataframes? Discover how conditional formatting in Pandas can transform your data visualization experience!
Uber Engineering
JULY 26, 2024
From WWDC reveal to delivery, discover how we tackled new tech, design challenges, and tight timelines to enhance rider & driver experiences with Live Activity® from Apple.
Precisely
JULY 26, 2024
Mainframes have one of the longest histories of any kind of computing technology that is still used today. In fact, mainframe history shows the fast-evolving landscape of technology, few innovations have left as profound a mark as mainframe computers. From their inception to the sophisticated systems of today, mainframes have continuously adapted to meet the ever-growing demands of business operations.
Speaker: Evelyn Chou
Choosing the right business intelligence (BI) platform can feel like navigating a maze of features, promises, and technical jargon. With so many options available, how can you ensure you’re making the right decision for your organization’s unique needs? 🤔 This webinar brings together expert insights to break down the complexities of BI solution vetting.
databricks
JULY 23, 2024
The communications industry is experiencing immense change due to rapid technological advancements and evolving market trends. Communications service providers (CSP) build various solutions.
KDnuggets
JULY 22, 2024
Let's learn to use Pandas pivot_table in Python to perform advance data summarization
Scott Logic
JULY 25, 2024
Many organisations claim they are applying Behaviour-Driven Development (BDD). When you discuss BDD with them, they often present numerous feature files as evidence of their adoption of the BDD methodology. These days, some still believe that writing a test case in the Given-When-Then format constitutes BDD, or that BDD is synonymous with a test automation framework.
Snowflake
JULY 25, 2024
Snowflake Cortex Search, a fully managed search service for documents and other unstructured data, is now in public preview. With Cortex Search, organizations can effortlessly deploy retrieval-augmented generation (RAG) applications with Snowflake, powering use cases like customer service, financial research and sales chatbots. Cortex Search offers state-of-the-art semantic and lexical search over your text data in Snowflake behind an intuitive user interface, and it comes with the robust securi
Speaker: Aindra Misra, Senior Manager, Product Management (Data, ML, and Cloud Infrastructure) at BILL
Join us for an insightful webinar that explores the critical intersection of data privacy and AI governance. In today’s rapidly evolving tech landscape, building robust governance frameworks is essential to fostering innovation while staying compliant with regulations. Our expert speaker, Aindra Misra, will guide you through best practices for ensuring data protection while leveraging AI capabilities.
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