KDnuggets
DECEMBER 30, 2022
Data science is ever-evolving, so mastering its foundational technical and soft skills will help you be successful in a career as a Data Scientist, as well as pursue advance concepts, such as deep learning and artificial intelligence.
Christophe Blefari
DECEMBER 30, 2022
kitsch moment, from me to you ( credits ) Hey you, this is the last article of the year and it's gonna be about the articles and trends that made 2022 according to me. You'll see articles that I've already share during the year. 💡 You can also read the 2021's must-read that I've done one year and half ago or how to learn data engineering that contains key articles to understand the field.
Confessions of a Data Guy
DECEMBER 29, 2022
Data engineering is a vital field within the realm of data science that focuses on the practical aspects of collecting, storing, and processing large amounts of data. It involves designing and building the infrastructure to store and process data, as well as developing the tools and systems to extract valuable insights and knowledge from that […] The post I asked ChatGPT to write a blog post about Data Engineering.
Data Engineering Podcast
DECEMBER 29, 2022
Summary Making effective use of data requires proper context around the information that is being used. As the size and complexity of your organization increases the difficulty of ensuring that everyone has the necessary knowledge about how to get their work done scales exponentially. Wikis and intranets are a common way to attempt to solve this problem, but they are frequently ineffective.
Advertisement
Whether you’re creating complex dashboards or fine-tuning large language models, your data must be extracted, transformed, and loaded. ETL and ELT pipelines form the foundation of any data product, and Airflow is the open-source data orchestrator specifically designed for moving and transforming data in ETL and ELT pipelines. This eBook covers: An overview of ETL vs.
KDnuggets
DECEMBER 30, 2022
It's time again to look at some data science cheatsheets. Here you can find a short selection of such resources which can cater to different existing levels of knowledge and breadth of topics of interest.
Seattle Data Guy
DECEMBER 29, 2022
AWS has jumped on the bandwagon of removing the need for ETLs. Snowflake announced this both with their hybrid tables and their partnership with Salesforce. Now, I do take a little issue with the naming “Zero ETLs”. Because at the very surface the functionality described is often closer to a zero integration future, which probably… Read more The post Should We Get Rid Of ETLs?
Data Engineering Digest brings together the best content for data engineering professionals from the widest variety of industry thought leaders.
Data Engineering Podcast
DECEMBER 28, 2022
Summary With all of the messaging about treating data as a product it is becoming difficult to know what that even means. Vishal Singh is the head of products at Starburst which means that he has to spend all of his time thinking and talking about the details of product thinking and its application to data. In this episode he shares his thoughts on the strategic and tactical elements of moving your work as a data professional from being task-oriented to being product-oriented and the long term i
KDnuggets
DECEMBER 29, 2022
This article compiles the 38 top Python libraries for data science, data visualization & machine learning, as best determined by KDnuggets staff.
Data Engineering Weekly
DECEMBER 29, 2022
Data catalogs are the most expensive data integration systems you never intended to build. Data Catalog as a passive web portal to display metadata requires significant rethinking to adopt modern data workflow, not just adding “modern” in its prefix. I know that is an expensive statement to make😊 To be fair, I’m a big fan of data catalogs, or metadata management , to be precise.
The Modern Data Company
DECEMBER 30, 2022
Looking to the Future – How a Data Operating System Breathes Life Into Healthcare Download (PDF) The post Looking to the Future – How a Data Operating System Breathes Life Into Healthcare appeared first on TheModernDataCompany.
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!
Data Engineering Podcast
DECEMBER 25, 2022
Summary Encryption and security are critical elements in data analytics and machine learning applications. We have well developed protocols and practices around data that is at rest and in motion, but security around data in use is still severely lacking. Recognizing this shortcoming and the capabilities that could be unlocked by a robust solution Rishabh Poddar helped to create Opaque Systems as an outgrowth of his PhD studies.
KDnuggets
DECEMBER 27, 2022
Here are 5 tasks you can automate with Python, and how to do it.
Databand.ai
DECEMBER 29, 2022
The Top Data Strategy Influencers and Content Creators on LinkedIn Eitan Chazbani 2022-12-29 14:08:41 What’s the latest in the data world? In a space that moves at a rapid-fire pace, keeping up with new trends and evolving best practices can be dizzying. But having the right network can make all the difference. Regularly following updates from leaders in the data strategy space can go a long way toward not only helping you stay up to date on the latest and greatest, but also allowing you to join
The Modern Data Company
DECEMBER 29, 2022
Banking and Capital Markets are undergoing a period of transformation. The global economic outlook is somewhat fragile, but banks are in an excellent position to survive and thrive as long as they have the right tools in place. According to Deloitte’s report 2023 Banking and Capital Markets Outlook , banks must find ways to adapt to global disruption and understand the changing needs of consumers to find success.
Advertisement
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.
Data Engineering Podcast
DECEMBER 25, 2022
Summary Five years of hosting the Data Engineering Podcast has provided Tobias Macey with a wealth of insight into the work of building and operating data systems at a variety of scales and for myriad purposes. In order to condense that acquired knowledge into a format that is useful to everyone Scott Hirleman turns the tables in this episode and asks Tobias about the tactical and strategic aspects of his experiences applying those lessons to the work of building a data platform from scratch.
KDnuggets
DECEMBER 29, 2022
It's the end of the year, and so it's time for KDnuggets to assemble a team of experts and get to the bottom of what the most important data science, machine learning, AI and analytics developments of 2022 were.
Monte Carlo
DECEMBER 29, 2022
No one wants to read marketing fluff, especially not data engineers. These builders and architects are prone to scoff at any article detailing concepts at a “high-level.” Everyone understands that data lineage and data pipeline monitoring are important, but the real question is, “how do you build it?” Caveat emptor, the following articles are for the technically inclined and definitely not for the faint of heart.
DataKitchen
DECEMBER 29, 2022
The Terms and Conditions of a Data Contract are Automated Production Data Tests. A data contract is a formal agreement between two parties that defines the structure and format of data that will be exchanged between them. Data contracts are a new idea for data and analytic team development to ensure that data is transmitted accurately and consistently between different systems or teams.
Advertisement
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?
Workfall
DECEMBER 27, 2022
Reading Time: 8 minutes As of this writing, Linux has a global desktop market share of 2.77% ( A Report by Statcounter ), but it powers over 90% of all cloud infrastructure and hosting services. It is critical to be familiar with common Linux commands for this reason alone. According to a 2022 StackOverflow survey , Linux-based operating systems are more popular than macOS, demonstrating the appeal of using open-source software by professional developers, with an impressive 39.89% market share.
KDnuggets
DECEMBER 25, 2022
Want to know how Santa might use data science to make his job easier? So did we, so we asked ChatGPT. Read on to find out what it said.
Monte Carlo
DECEMBER 28, 2022
Data mesh is a complex socio-technological data engineering concept, but it doesn’t change too much. The four principles are still the four principles, there are still three experience planes, and automation is still as vital as ever. This is a good thing! Data mesh is one of those rare transformative concepts that emerged relatively fully formed as a result of creator Zhamak Dhegani’s years of consulting experience captured in a comprehensive 384 page book.
The Modern Data Company
DECEMBER 27, 2022
Data center downtime can be costly. Gartner estimates that downtime can cost $5,600 per minute, extrapolating to well over $300K per hour. When your organization’s digital service is interrupted, it can impact employee productivity, company reputation, and customer loyalty. It can also result in the loss of business, data, and revenue. With the heart of the holiday season happening, we have tips on how to enjoy holiday downtime while avoiding the high costs of data center downtime.
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.
Acceldata
DECEMBER 27, 2022
From a build perspective, data products ultimately translate into products that utilize data to improve services and overall functionality. And if we were to go by this definition, it becomes clear that no product in the world can truly survive unless they are a “data product”.
KDnuggets
DECEMBER 29, 2022
Python is one of the programming languages that are very versatile and relatively easy to learn. Hence it is the choice of many new programmers, regardless of what area of tech they are interested in. It is particularly popular in all data science branches.
Rockset
DECEMBER 27, 2022
Scaling Elasticsearch Elasticsearch is a NoSQL search and analytics engine that is easy to get started using for log analytics, text search, real-time analytics and more. That said, under the hood Elasticsearch is a complex, distributed system with many levers to pull to achieve optimal performance. In this blog, we walk through solutions to common Elasticsearch performance challenges at scale including slow indexing, search speed, shard and index sizing, and multi-tenancy.
Monte Carlo
DECEMBER 27, 2022
The Pareto Principle , which holds 80% of the results will derive from 20% of the cases, is tough to escape. It definitely holds true for our Data Downtime blog with these five articles driving a majority of our traffic in 2022. There are a few characteristics that separate these articles from the chaff, namely: They were among the first to describe or even define a nascent concept.
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.
Cloudyard
DECEMBER 27, 2022
Read Time: 3 Minute, 2 Second SSE File Encryption: During this post we will discuss an ERROR while executing the COPY command. Recently we got an issue while loading data from S3 bucket to Snowflake. According to the scenario, there were two files present in the bucket but surprisingly COPY command was failing to process one File. The command was reporting Access denied error for particular file.
KDnuggets
DECEMBER 28, 2022
Classify images at scale and with very high accuracy with the advent of machine learning and deep learning algorithms.
Precisely
DECEMBER 27, 2022
As 2022 wraps up, we would like to recap our top posts of the year in Data Integrity, Data Integration, Data Quality, Data Governance, Location Intelligence, SAP Automation, and how data affects specific industries. Let’s take a look! Best of Data Integrity Data integrity empowers your businesses to make fast, confident decisions based on trusted data that has maximum accuracy, consistency, and context.
Monte Carlo
DECEMBER 27, 2022
I don’t see myself as a writer or blogger. In fact, the first blog post I published on Medium sat as a draft for months. ( Data downtime , anyone?) Prior to launching Monte Carlo, I interviewed hundreds of data leaders. I gained so much insight into their hopes, dreams, and fears that the impulse to share finally exceeded the anxiety of publishing. And there was no turning back.
Advertisement
Cloud Development Environments (CDEs) are changing how software teams work by moving development to the cloud. Our Cloud Development Environment Adoption Report gathers insights from 223 developers and business leaders, uncovering key trends in CDE adoption. With 66% of large organizations already using CDEs, these platforms are quickly becoming essential to modern development practices.
Expert insights. Personalized for you.
160 
Let's personalize your content