Data+AI Summit 2024 - Retrospective - Streaming
Waitingforcode
JULY 10, 2024
Welcome to the first Data+AI Summit 2024 retrospective blog post. I'm opening the series with the topic close to my heart at the moment, stream processing!
Waitingforcode
JULY 10, 2024
Welcome to the first Data+AI Summit 2024 retrospective blog post. I'm opening the series with the topic close to my heart at the moment, stream processing!
Confessions of a Data Guy
JULY 9, 2024
When I was young and full of myself, writing Perl and PHP, while your ma was still reading you a bedtime story and giving you a stuffy to fall asleep with, I had to program uphill, both ways, in the rain and snow. Not like you milk toast Data Engineers clickty clicking around Databricks and […] The post The Abstractions Are Making You Dumb (rise of the Shallow Expert) appeared first on Confessions of a Data Guy.
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databricks
JULY 8, 2024
The Prodvana team joins Databricks to support new innovations in the Data Intelligence Platform infrastructure. Learn more about the vision and what's ahead.
Snowflake
JULY 9, 2024
Snowflake is committed to helping customers protect their accounts and data. That’s why we have been working on product capabilities that allow Snowflake admins to make multifactor authentication (MFA) mandatory and monitor compliance with this new policy. As part of that effort, today we’re announcing several key features: 1. A new authentication policy that requires MFA for all users in a Snowflake account 2.
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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?
KDnuggets
JULY 12, 2024
Discover the essential tools every data scientist should know to elevate their data science game, from Python and R to SQL and advanced visualization tools.
Precisely
JULY 12, 2024
Data can be your organization’s most valuable asset, but only if it’s data you can trust. When companies work with data that is untrustworthy for any reason, it can result in incorrect insights, skewed analysis, and reckless recommendations to become data integrity vs data quality. Two terms can be used to describe the condition of data: data integrity and data quality.
Data Engineering Digest brings together the best content for data engineering professionals from the widest variety of industry thought leaders.
ArcGIS
JULY 12, 2024
Esri is working with partners (Maxar, TomTom) to enhance our 3D basemaps with high-quality commercial data for elevation and buildings layers.
KDnuggets
JULY 9, 2024
This article is for anyone looking to maximize their use of Amazon Web Services (AWS) generative AI (GenAI) services. Here are eight courses that range from beginner to expert level.
Engineering at Meta
JULY 10, 2024
Meta’s advertising business leverages large-scale machine learning (ML) recommendation models that power millions of ads recommendations per second across Meta’s family of apps. Maintaining reliability of these ML systems helps ensure the highest level of service and uninterrupted benefit delivery to our users and advertisers. To minimize disruptions and ensure our ML systems are intrinsically resilient, we have built a comprehensive set of prediction robustness solutions that ensure stability w
databricks
JULY 12, 2024
Hallucinations in large language models (LLMs) occur when models produce responses that do not align with factual reality or the provided context. This.
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.
Cloudera
JULY 10, 2024
There’s nothing worse than wasting money on unnecessary costs. In on-premises data estates, these costs appear as wasted person-hours waiting for inefficient analytics to complete, or troubleshooting jobs that have failed to execute as expected, or at all. They manifest as idle hardware waiting for urgent workloads to come in, ensuring sufficient spare capacity to run them amidst noisy neighbors and resource-hungry, lower-priority workloads.
Snowflake
JULY 8, 2024
Regulated and sovereign markets across the world have stringent requirements stipulating certain important data be kept within geographical borders or even for certain workloads to have dedicated environments, separate from those of other customers. In these markets, organizations need a secure and well-governed data foundation with effective controls to help comply with regulatory requirements.
Data Engineering Weekly
JULY 7, 2024
Experience Enterprise-Grade Apache Airflow Astro augments Airflow with enterprise-grade features to enhance productivity, meet scalability and availability demands across your data pipelines, and more. Learn More → Notion: Building and scaling Notion’s data lake Notion writes about scaling the data lake by bringing critical data ingestion operations in-house.
KDnuggets
JULY 11, 2024
Learn data science through interactive courses, books, guides, code examples, projects, and free courses based on top university curricula. Also, access interview questions and best practices.
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.
Scott Logic
JULY 9, 2024
It seems barely a month goes by without a new supply chain attack making the headlines, and malicious code in dependency packages from package registries such as NPM is a common method. My usual sentiments include “oh another one, what a surprise” , before thoughts eventually turn to - someone really ought to be doing something about this. Fortunately, it turns out that quite a few things are indeed being done - there’s progress, activity, and promising ideas for the future.
Ripple Engineering
JULY 9, 2024
Introduction: Embracing the Future with Ripple's Data Platform Migration Welcome to a pivotal moment in Ripple's data journey. As leaders at the intersection of blockchain technology and financial services, we're excited to share a transformative step in our data management evolution. We recently embarked on a significant data platform migration, transitioning from Hadoop to Databricks, a move motivated by our relentless pursuit of excellence and our contributions to the XRP Ledge
Snowflake
JULY 9, 2024
There is a scene in Mission: Impossible – Rogue Nation where Tom Cruise is hanging onto the outside of a jet as it has taken off. And while, yes, he’s going with it, he’s not really on board or in control. Some data executives feel like that. It’s not enough to establish goals — or, the destination in this metaphor. The data strategy must provide a flight plan for making sure you get there — on time, on budget and, of course, safely on board.
KDnuggets
JULY 8, 2024
Text preprocessing is an important step in NLP. Let's learn how to use the Hugging Face Tokenizers Library to preprocess text data.
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.
Engineering at Meta
JULY 10, 2024
Tail utilization is a significant system issue and a major factor in overload-related failures and low compute utilization. The tail utilization optimizations at Meta have had a profound impact on model serving capacity footprint and reliability. Failure rates, which are mostly timeout errors, were reduced by two-thirds; the compute footprint delivered 35% more work for the same amount of resources; and p99 latency was cut in half.
ArcGIS
JULY 12, 2024
You can host scene layers and 3D tiles layers in ArcGIS Online or reference datasets in cloud storage in ArcGIS Enterprise.
Confluent
JULY 11, 2024
confluent-kafka-javascript offers two APIs for calling Kafka from JS, one KafkaJS-like & one node-rdkafka-like. Learn it by making an app w/producer, consumer & UI.
KDnuggets
JULY 9, 2024
Learn how to streamline data and model orchestration for Generative AI success. Explore practical use cases and a comprehensive guide in this blog.
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.
Snowflake
JULY 11, 2024
Leaders in the advertising, media and entertainment industries know all too well the importance of the media supply chain. It’s the backbone that keeps things running smoothly, including everything from content creation and management to content distribution and analytics. But media supply chains are becoming more complex to manage for several reasons.
ArcGIS
JULY 12, 2024
Creation of a Digital Twin in Seven Days with ArcGIS in Zurich
Monte Carlo
JULY 9, 2024
The DuckDB hype is real — this in-process analytical database has skyrocketed in popularity over the last few years. Known for its columnar storage, vectorized query execution, and scale-up approach to SQL analytics, DuckDB fans proclaim it’s faster, more efficient, and more affordable than other databases. DuckDB is also becoming a must-have layer in many AI stacks.
KDnuggets
JULY 12, 2024
Debugging Docker containers is an essential skill when working with containerized applications. Let’s explore the different ways to debug Docker containers.
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.
Confluent
JULY 10, 2024
Data streaming with Confluent enables the integration and processing of post-trade data in real time, allowing for compliance with MiFID II. Learn how.
Precisely
JULY 11, 2024
Key Takeaways: IBM mainframes present unique security challenges that make comprehensive visibility a must-have for modern IT security strategies. A siloed approach to security solutions doesn’t work anymore; strategic business-driven security is essential. Precisely Ironstream facilitates seamless real-time data integration to Google Security Operations, for faster and more effective threat management.
Uber Engineering
JULY 11, 2024
Modernizing the fundamentals of log management at Uber: How we used CLP to build a new logging infra that lets users view and analyze their logs seamlessly, at scale!
KDnuggets
JULY 8, 2024
Docker tags are important for managing and versioning Docker images. This tutorial will teach you how to use Docker tags effectively.
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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