KDnuggets
JULY 22, 2022
The AIoT has the potential to transform industries and society, and it is already starting to have an impact. This article will explore the principles of AIoT, its benefits, and its current use.
Data Engineering Podcast
JULY 17, 2022
Summary There are extensive and valuable data sets that are available outside the bounds of your organization. Whether that data is public, paid, or scraped it requires investment and upkeep to acquire and integrate it with your systems. Crux was built to reduce the total cost of acquisition and ownership for integrating external data, offering a fully managed service for delivering those data assets in the manner that best suits your infrastructure.
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Azure Data Engineering
JULY 16, 2022
Web Activity is the easiest way to call any REST API endpoints within a Data Factory Pipeline. In today’s post, we will discuss the basic settings of Web activity. To create a new web activity , search for ‘web’ in the activities pane. Alternatively, it can be located under the General group in the activities pane. As seen in the screenshot below, the main settings for the web activity are as follows: Azure Data Factory: Web Activity URL: This is the REST API endpoint address that we would like
Cloudera
JULY 20, 2022
This month, Cloudera Cares is excited to spotlight Burt Wagner, senior solutions engineer from Alexandria, Virginia. Burt — who joined Cloudera earlier this year — volunteers regularly with the Boy Scouts of America. He started Scouting as an eight year old; it has always been an integral part of his life and something he now enjoys sharing with his son.
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
KDnuggets
JULY 18, 2022
The simple but tricky data science questions that most people struggle to answer.
Data Engineering Podcast
JULY 17, 2022
Summary Data engineering is a large and growing subject, with new technologies, specializations, and "best practices" emerging at an accelerating pace. This podcast does its best to explore this fractal ecosystem, and has been at it for the past 5+ years. In this episode Joe Reis, founder of Ternary Data and co-author of "Fundamentals of Data Engineering", turns the tables and interviews the host, Tobias Macey, about his journey into podcasting, how he runs the show behind the sc
Data Engineering Digest brings together the best content for data engineering professionals from the widest variety of industry thought leaders.
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Cloudera
JULY 18, 2022
In part 1 of this blog we discussed how Cloudera DataFlow for the Public Cloud (CDF-PC), the universal data distribution service powered by Apache NiFi, can make it easy to acquire data from wherever it originates and move it efficiently to make it available to other applications in a streaming fashion. In this blog we will conclude the implementation of our fraud detection use case and understand how Cloudera Stream Processing makes it simple to create real-time stream processing pipelines that
KDnuggets
JULY 20, 2022
14 Essential Git Commands for Data Scientists • Statistics and Probability for Data Science • 20 Basic Linux Commands for Data Science Beginners • 3 Ways Understanding Bayes Theorem Will Improve Your Data Science • Learn MLOps with This Free Course • Primary Supervised Learning Algorithms Used in Machine Learning • Data Preparation with SQL Cheatsheet.
Netflix Tech
JULY 21, 2022
by Aryan Mehra with Farnaz Karimdady Sharifabad , Prasanna Vijayanathan , Chaïna Wade , Vishal Sharma and Mike Schassberger Aim and Purpose?—?Problem Statement The purpose of this article is to give insights into analyzing and predicting “out of memory” or OOM kills on the Netflix App. Unlike strong compute devices, TVs and set top boxes usually have stronger memory constraints.
Confluent
JULY 18, 2022
Newest features in Confluent’s fully managed, cloud-native data streaming platform: Confluent Terraform provider, Independent Network Lifecycle Management, and more.
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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.
Cloudera
JULY 19, 2022
The dynamic and interconnected world of global ecommerce, crypto currencies, and alternative payments places increased pressure on anti-financial crime measures to keep pace and transform alongside these initiatives. Consumers worldwide are projected to use mobile devices to make more than 30.7 billion ecommerce transactions by 2026, a five-fold increase over the 6.1 billion predicted for 2022.
KDnuggets
JULY 20, 2022
In this article, we discuss the importance of calculus in data science and machine learning.
Rockset
JULY 22, 2022
Last week, Rockset hosted a conversation with a few seasoned data architects and data practitioners steeped in NoSQL databases to talk about the current state of NoSQL in 2022 and how data teams should think about it. Much was discussed. Embedded content: [link] Here are the top 10 takeaways from that conversation. 1. NoSQL is great for well understood access patterns.
DareData
JULY 21, 2022
If you are a non-technical business user / project manager in an AI / Data Science project, you probably feel a bit overwhelmed with all the technical terms thrown at you. Some examples of things you may have seen being juggled during a data science discussion: correlation, causality, regression, classification, neural networks, decision trees, among others.
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!
Cloudera
JULY 21, 2022
Co-author: Mike Godwin, Head of Marketing, Rill Data. Cloudera has partnered with Rill Data, an expert in metrics at any scale, as Cloudera’s preferred ISV partner to provide technical expertise and support services for Apache Druid customers. We want Cloudera customers that rely on Apache Druid to know that their clusters are secure and supported by the Cloudera partner ecosystem.
KDnuggets
JULY 19, 2022
The skills you have need maintenance and occasional updates. Doing an interesting data science project is what will keep you from getting rusty.
Rockset
JULY 21, 2022
Rockset was incredibly easy to get started. We were literally up and running within a few hours. - Jeremy Evans, Co-founder and CTO, Savvy At Savvy , we have a lot of responsibility when it comes to data. Our customers are online consumer brands such as Brilliant.org , Flex and Simple Habit. They rely on our cloud-native service to easily build no-code interactive experiences such as video quizzes, calculators and listicles for their websites without the need for developers.
Zalando Engineering
JULY 20, 2022
Yet Another "What is a Design System?" There is a lot of literature and countless blog posts around the very definition of the concept of design systems. In this post, we'd like to look at it from an engineering perspective and describe the journey from the initial idea to the complete adoption here at Zalando. You can also find more information about the creation process from a design point of view in this blog post.
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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.
Scribd Technology
JULY 20, 2022
We brought a whole team to San Francisco to present and attend this year’s Data and AI Summit, and it was a blast! I would consider the event a success both in the attendance to the Scribd hosted talks and the number of talks which discussed patterns we have adopted in our own data and ML platform. The three talks I wrote about previously were well received and have since been posted to YouTube along with hundreds of other talks.
KDnuggets
JULY 21, 2022
Hill climbing is basically a search technique or informed search technique having different weights based on real numbers assigned to different nodes, branches, and goals in a path.
InData Labs
JULY 19, 2022
In the Information Age, the world runs on data and lots of it. Artificial intelligence (AI) data management is becoming an essential tool for helping organizations to leverage the massive amount of data that is helping them make better business decisions and giving us a better sense of our world. Human beings have substantial limitations. Запись How AI is being used in data management впервые появилась InData Labs.
Meltano
JULY 19, 2022
Data processing has three distinct stages: an extract stage where data is extracted from a store like a database, a load stage where the data is loaded into an analytic database or system, and a transform stage where data is modified to a form suitable for analysis. Combined, these three stages are often referred to as ELT (extract, load, transform).
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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?
dbt Developer Hub
JULY 19, 2022
Stored procedures are widely used throughout the data warehousing world. They’re great for encapsulating complex transformations into units that can be scheduled and respond to conditional logic via parameters. However, as teams continue building their transformation logic using the stored procedure approach, we see more data downtime, increased data warehouse costs, and incorrect / unavailable data in production.
KDnuggets
JULY 18, 2022
Who wants to do boring stuff? Learn to automate the mundane with Python thanks to this free course. Set it and forget it!
Yelp Engineering
JULY 19, 2022
As part of our effort to connect users with great local businesses, Yelp sends out tens of millions of emails every month. In order to support the scale of those sends, we rely on third-party Email Service Providers (ESPs) as well as our internal email system, Mercury. Delivering the emails is just part of the challenge—we also need to give email developers a way to craft sophisticated templates that conform to our Yelp design guidelines.
AltexSoft
JULY 19, 2022
“New is always better.”. Barney Stinson, a fictional character from the CBS show How I Met Your Mother. No matter how ridiculous it may sound, the famous quote is applicable to the technology world in many ways. In the last few decades, we’ve seen a lot of architectural approaches to building data pipelines , changing one another and promising better and easier ways of deriving insights from information.
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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.
Monte Carlo
JULY 18, 2022
I’m excited to share that Monte Carlo, creator of the data observability category and a Powered by Snowflake company, is now a Snowflake Premier Partner! With this milestone, Monte Carlo becomes the first-ever data observability provider to achieve Snowflake Premier Partner status, a distinction granted to technology partners with a strong reference architecture and over 70 mutual customers.
KDnuggets
JULY 21, 2022
Explore ways in which you can use apply () method to do different activities in a DataFrame.
Propel Data
JULY 21, 2022
In the “Big Data” industry, there are big differences among the work responsibilities of data scientists, data engineers, and data analysts.
KDnuggets
JULY 20, 2022
Language is now less of a barrier than it was in earlier days and the concept of real-time translation is no longer a fantasy with AI. Learn more!
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.
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