Monte Carlo
JULY 13, 2023
This is a guest post from our friends over at Satori Cyber. Data-driven organizations generate, collect, and store vast amounts of data. To effectively manage and analyze this data, data engineering teams must navigate a wide range of challenges, including data access, security, compliance, and data observability. Automation is a missing link in many organizations’ efforts toward data operationalization.
The Pragmatic Engineer
JULY 13, 2023
👋 Hi, this is Gergely with a bonus, free issue of the Pragmatic Engineer Newsletter. We cover one out of six topics in today’s subscriber-only The Pulse issue. If you’re not yet a full subscriber, you missed this week’s deep-dive on Software architect archetypes. To get the full issues, twice a week, subscribe here. Before we start, a small change.
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Waitingforcode
JULY 13, 2023
That's the conference I've heard only recently about. What a huge mistake! Despite the lack of "data" word in the name, it covers many interesting data topics and before I share with you my notes from this year's Data+AI Summit, let me do the same for Berlin Buzzwords!
Data Engineering Podcast
JULY 9, 2023
Summary For business analytics the way that you model the data in your warehouse has a lasting impact on what types of questions can be answered quickly and easily. The major strategies in use today were created decades ago when the software and hardware for warehouse databases were far more constrained. In this episode Maxime Beauchemin of Airflow and Superset fame shares his vision for the entity-centric data model and how you can incorporate it into your own warehouse design.
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Generative AI is upending the way product developers & end-users alike are interacting with data. Despite the potential of AI, many are left with questions about the future of product development: How will AI impact my business and contribute to its success? What can product managers and developers expect in the future with the widespread adoption of AI?
Seattle Data Guy
JULY 9, 2023
Some data teams need to have their data near real-time for dashboards and reporting. So how can they implement a near real-time data pipeline? One possible choice is a method called change data capture, also known as CDC. I have seen companies employ multiple ways to use CDC or CDC-like approaches to pull data from… Read more The post What Is Change Data Capture appeared first on Seattle Data Guy.
Christophe Blefari
JULY 8, 2023
Who's leading the data peloton? ( credits ) Hey you, this is the Saturday Data News edition 🥲 Time flies. I'm working for the Series of articles in advance for August about "creating data platforms" and I'm looking for ideas about the data I could use for this. Having some kind of simulated real-time data would be the best.
Data Engineering Digest brings together the best content for data engineering professionals from the widest variety of industry thought leaders.
KDnuggets
JULY 11, 2023
The article highlights various use cases of synthetic data, including generating confidential data, rebalancing imbalanced data, and imputing missing data points. It also provides information on popular synthetic data generation tools such as MOSTLY AI, SDV, and YData.
Snowflake
JULY 13, 2023
ESO is the largest software and data solutions provider to emergency medical services (EMS) agencies and fire departments in the U.S. With a mission to improve community health and public safety through the power of data, ESO makes software that helps save lives. If you call 911 and a fire or medical team responds, it’s likely they’re using ESO software to make sure you get the right help fast.
ArcGIS
JULY 14, 2023
Reality for ArcGIS Pro products power countless real-world applications in operational environments, and enable well informed decisions.
databricks
JULY 9, 2023
In a crowded retail marketplace, organizations increasingly compete for consumer time, attention and spend. Gone are the days where broadstroke advertisements and bulk.
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Many organizations today are unlocking the power of their data by using graph databases to feed downstream analytics, enahance visualizations, and more. Yet, when different graph nodes represent the same entity, graphs get messy. Watch this essential video with Senzing CEO Jeff Jonas on how adding entity resolution to a graph database condenses network graphs to improve analytics and save your analysts time.
KDnuggets
JULY 13, 2023
New approach represents problem-solving as search over reasoning steps for large language models, allowing strategic exploration and planning beyond left-to-right decoding. This improves performance on challenges like math puzzles and creative writing, and enhances interpretability and applicability of LLMs.
Towards Data Science
JULY 13, 2023
Building a maintainable and modular LLM application stack with Hamilton in 13 minutes LLM Applications are dataflows, use a tool specifically designed to express them LLM stacks. Using the right tool, like Hamilton, can sure your stack doesn’t become a pain to maintain and manage. Image from pixabay. This post is written in collaboration with Thierry Jean and originally appeared here.
InData Labs
JULY 11, 2023
Data is the world’s most valuable resource, so businesses’ investments in analysis are rising. However, many organizations overlook the importance of data evaluation, hindering the accuracy of their artificial intelligence (AI) models and other initiatives. In today’s environment, every business is becoming a data science company in some capacity. Amid that shift, organizations must make.
Cloudera
JULY 14, 2023
Introduction For more than a decade now, the Hive table format has been a ubiquitous presence in the big data ecosystem, managing petabytes of data with remarkable efficiency and scale. But as the data volumes, data variety, and data usage grows, users face many challenges when using Hive tables because of its antiquated directory-based table format.
Speaker: Scott Sehlhorst
We know we want to create products which our customers find to be valuable. Whether we label it as customer-centric or product-led depends on how long we've been doing product management. There are three challenges we face when doing this. The obvious challenge is figuring out what our users need; the non-obvious challenges are in creating a shared understanding of those needs and in sensing if what we're doing is meeting those needs.
KDnuggets
JULY 14, 2023
Interested in learning Docker for data science? Learn the basics of Docker and containerize data science apps in minutes.
databricks
JULY 13, 2023
At the Data and AI Summit 2023, we introduced Volumes in Databricks Unity Catalog. This feature enables users to discover, govern, process, and.
Towards Data Science
JULY 12, 2023
Techniques for minimizing costs while not compromising efficiency Continue reading on Towards Data Science »
ArcGIS
JULY 10, 2023
Here is a walk-through for creating spinning globe animations in ArcGIS Pro, like the ones you may have seen in the UC plenary
Speaker: Timothy Chan, PhD., Head of Data Science
Are you ready to move beyond the basics and take a deep dive into the cutting-edge techniques that are reshaping the landscape of experimentation? 🌐 From Sequential Testing to Multi-Armed Bandits, Switchback Experiments to Stratified Sampling, Timothy Chan, Data Science Lead, is here to unravel the mysteries of these powerful methodologies that are revolutionizing how we approach testing.
KDnuggets
JULY 12, 2023
The authors of the Goldman Sachs report suggest that 300 million jobs might be affected by AI replacement. Here’s why reason to be both cautious and hopeful.
Mutt Data
JULY 13, 2023
Retail Media Networks 101: 5 Essential FAQs Answered Retail Media Networks (RMNs) are reshaping the landscape of digital advertising. Both retailers and advertisers are increasingly finding themselves using these platforms. We thought it was as good a time as any to dive into what RMNs are, what sets them apart, and the key components you should look out for when building one.
Towards Data Science
JULY 13, 2023
Let the bot handle difficult communications for us Continue reading on Towards Data Science »
Knowledge Hut
JULY 14, 2023
HTML operates as the foundation for websites, giving structure and defining the content that appears on the web. Best practices must increase code quality, user experience, and development speed to maximize this flexible language's potential. Finding the best HTML course online is essential if you want to master HTML or hone your existing skills.
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Start-ups & SMBs launching products quickly must bundle dashboards, reports, & self-service analytics into apps. Customers expect rapid value from your product (time-to-value), data security, and access to advanced capabilities. Traditional Business Intelligence (BI) tools can provide valuable data analysis capabilities, but they have a barrier to entry that can stop small and midsize businesses from capitalizing on them.
KDnuggets
JULY 13, 2023
Learn about Indexing in SQL and how you can increase the retrieval speed of the SELECT queries and WHERE clauses.
Mutt Data
JULY 13, 2023
Retail Media Networks 101: 5 Essential FAQs Answered Retail Media Networks (RMNs) are reshaping the landscape of digital advertising. Both retailers and advertisers are increasingly finding themselves using these platforms. We thought it was as good a time as any to dive into what RMNs are, what sets them apart, and the key components you should look out for when building one.
Towards Data Science
JULY 13, 2023
A step-by-step guide to creating a knowledge graph and exploring its potential to enhance an LLM Continue reading on Towards Data Science »
Knowledge Hut
JULY 14, 2023
Cloud technology was the brainchild of two IT geniuses: John McCarthy and J.C.R. Licklider. Almost half a century has passed, and the cloud has become vital to all individuals and businesses. However, most people are unaware of how cloud computing works! If you, too, are one of those people, today we will add a big chunk of information about the cloud to your knowledge so that you can be aware of cloud computing and how it works!
Speaker: Aarushi Kansal, AI Leader & Author and Tony Karrer, Founder & CTO at Aggregage
Software leaders who are building applications based on Large Language Models (LLMs) often find it a challenge to achieve reliability. It’s no surprise given the non-deterministic nature of LLMs. To effectively create reliable LLM-based (often with RAG) applications, extensive testing and evaluation processes are crucial. This often ends up involving meticulous adjustments to prompts.
KDnuggets
JULY 14, 2023
This article discussed the importance of feature learning in machine learning and how it can be implemented in simple, practical steps.
Hevo
JULY 14, 2023
Wouldn’t you like to uncover the full potential of your Google Sheets data with real-time analytics and actionable insights? This is where Firebolt, a game-changing analytics platform designed to provide you with insights at lightning speed, will be helpful.
FreshBI
JULY 13, 2023
Utilizing consulting agencies can be a game-changer for organizations, propelling their internal success by leveraging data-driven insights to inform strategic decisions. Despite this, traditional consulting practices have often created a negative perception of the business consulting industry, casting a shadow over its potential benefits. FreshBI is directly disrupting the current landscape and shining a new light on the realm of consulting.
Knowledge Hut
JULY 14, 2023
Cloud computing is steadily paving its way into every industry. While an increasing number of businesses are adapting to cloud services, one industry is taking the time to adopt the concept on a holistic level: the banking sector. Cloud computing for banks enhances every aspect of the banking sector, from security to customer experience, making it a future-proof solution.
Speaker: Anne Steiner and David Laribee
As a concept, Developer Experience (DX) has gained significant attention in the tech industry. It emphasizes engineers’ efficiency and satisfaction during the product development process. As product managers, we need to understand how a good DX can contribute not only to the well-being of our development teams but also to the broader objectives of product success and customer satisfaction.
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