Marc Lamberti
SEPTEMBER 18, 2022
Airflow Taskflow is a new way of writing DAGs at ease. As you will see, you need to write fewer lines than before to obtain the same DAG. That helps to make DAGs easier to build, read, and maintain. The Taskflow API has three main aspects: XCOM Args, Decorator, and XCOM backends. In this tutorial, you will learn what the Taskflow API is, why it is crucial for you, and how to create your DAGs.
KDnuggets
SEPTEMBER 20, 2022
When building and optimizing your classification model, measuring how accurately it predicts your expected outcome is crucial. However, this metric alone is never the entire story, as it can still offer misleading results. That's where these additional performance evaluations come into play to help tease out more meaning from your model.
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Data Engineering Podcast
SEPTEMBER 18, 2022
Summary In order to improve efficiency in any business you must first know what is contributing to wasted effort or missed opportunities. When your business operates across multiple locations it becomes even more challenging and important to gain insights into how work is being done. In this episode Tommy Yionoulis shares his experiences working in the service and hospitality industries and how that led him to found OpsAnalitica, a platform for collecting and analyzing metrics on multi location
Confluent
SEPTEMBER 20, 2022
Microservices have numerous benefits, but data silos are incredibly challenging. Learn how Kafka Connect and CDC provide real-time database synchronization, bridging data silos between all microservice applications.
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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have migrated their testing and production workloads to the cloud, yet development environments often remain tied to outdated local setups, limiting efficiency and growth.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.
Cloudera
SEPTEMBER 23, 2022
In a recent blog, Cloudera Chief Technology Officer Ram Venkatesh described the evolution of a data lakehouse, as well as the benefits of using an open data lakehouse, especially the open Cloudera Data Platform (CDP). If you missed it, you can read up about it here. Modern data lakehouses are typically deployed in the cloud. Cloud computing brings several distinct advantages that are core to the lakehouse value proposition.
KDnuggets
SEPTEMBER 20, 2022
In this article, we will discuss how to calculate algorithm efficiency, focusing on two main ways to measure it and providing an overview of the calculation process.
Data Engineering Digest brings together the best content for data engineering professionals from the widest variety of industry thought leaders.
Confluent
SEPTEMBER 21, 2022
A deep dive into how microservices work, why it’s the backbone of real-time applications, and how to build event-driven microservices applications with Python and Kafka.
Cloudera
SEPTEMBER 22, 2022
Insurance carriers are always looking to improve operational efficiency. We’ve previously highlighted opportunities to improve digital claims processing with data and AI. In this post, I’ll explore opportunities to enhance risk assessment and underwriting, especially in personal lines and small and medium-sized enterprises. Underwriting is an area that can yield improvements by applying the old saying “work smarter, not harder.
KDnuggets
SEPTEMBER 19, 2022
Work on machine learning and deep learning portfolio projects to learn new skills and improve your chance of getting hired.
U-Next
SEPTEMBER 23, 2022
What Is Sales Operations? . Sales operations refer to the area of an organization that supports, facilitates, and drives the front-line sales team in order to sell faster, better, and more efficiently. It refers to the unit’s processes, roles, and activities within the sales organization. . The objectives of sales management operations leaders are to maximize the effectiveness of sales teams by enabling them to focus on sales because it enables them to drive business results through th
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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?
Monte Carlo
SEPTEMBER 22, 2022
Dr. Squatch provides natural products specifically formulated for men who want to feel like a man, and smell like a champion. Making data-driven decisions is critical for the company to “raise the bar” on men’s personal care products according to their VP of Data, IT & Security, Nick Johnson. “Our mission as a data team is to help all of our decision makers across the business–from marketing and product to customer experience and finance–make better decisions that are informed by data,” Nick
Cloudera
SEPTEMBER 19, 2022
The identity team at Cloudera has been working to add the System for Cross-domain Identity Management (SCIM) support to Cloudera Data Platform (CDP) and we’re happy to announce the general availability of SCIM on Azure Active Directory! In Part One we discussed: CDP SCIM Support for Active Directory, which discusses the core elements of CDP’s SCIM support for Azure AD.
KDnuggets
SEPTEMBER 22, 2022
Are you ready to learn Excel from the beginning? In this course, you will learn data entry, essential formulas, data visualization, pivot tables, and much more.
U-Next
SEPTEMBER 22, 2022
Introduction to CNN Architecture . Before we go deeper into the Image Classification of CNN Architecture, let us first look into “ what is CNN architecture? ” CNN or Conventional Neural Network is a set of neural networks that can extract unique features from an image. A perfect example of CNN or Conventional Neural Network is face detection and recognition, as they can easily classify complex features in image data.
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.
Monte Carlo
SEPTEMBER 20, 2022
Data teams spend millions per year tackling the persistent challenges of data downtime. However, it’s often the leanest data teams that feel the sting of poor data quality the most. Here’s how Prefect , Series B startup and creator of the popular data orchestration tool, harnessed the power of data observability to preserve headcount, improve data quality and reduce time to detection and resolution for data incidents.
Cloudera
SEPTEMBER 21, 2022
Cloudera’s September Volunteer Spotlight is Barry Laide, accounting manager for LATAM, based in Cork, Ireland. . Barry volunteers with Kerry Mountain Rescue to provide first aid and rescue in the uplands of southwestern Ireland. The organization was founded in 1966 following the deaths of two climbers on the mountains there, and since then has come to the assistance of numerous climbers and walkers in distress. .
KDnuggets
SEPTEMBER 19, 2022
This scholarship program aims to help people who are underserved and that were underrepresented during high school and college - to then help them learn the foundations and concepts of Machine Learning and build a careers in AI and ML.
U-Next
SEPTEMBER 22, 2022
Introduction . According to Gartner, Inc. , enterprise IT spending on public cloud computing will surpass traditional IT investments in various market segments in 2025. Gartner’s ” cloud shift ” research includes only cloud-compatible IT categories within the markets for application software, infrastructure, business process services, and system infrastructure are included in Gartner’s “cloud shift” research.
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.
Picnic Engineering
SEPTEMBER 20, 2022
Here at Picnic, we love data. Over the last years, Picnic has grown into a data-driven online supermarket that is active in three countries. By leveraging data and algorithms, we have been able to support the company’s growth while maintaining high service levels. Besides numerous demand forecasting models, we have for example built machine learning models to improve our customer service and increase the efficiency of our trips.
Cloudera
SEPTEMBER 20, 2022
Introduction. This blog is intended to serve as an ethics sheet for the task of AI-assisted comic book art generation, inspired by “ Ethics Sheets for AI Tasks.” AI-assisted comic book art generation is a task I proposed in a blog post I authored on behalf of my employer, Cloudera. I’m a research engineer by trade and have been involved in software creation in some way or another for most of my professional life.
KDnuggets
SEPTEMBER 22, 2022
Dimensionality reduction techniques are basically a part of the data pre-processing step, performed before training the model.
know.bi
SEPTEMBER 20, 2022
What is data testing, and why should you test your data? Apache Hop is a data engineering and data orchestration platform that allows data engineers and data developers to visually design workflows and data pipelines to build robust solutions. However, building data pipelines is just the start. You want to run your workflows and pipelines in production reliably, and you want to make sure your data is processed exactly the way you want it to.
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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.
Databand.ai
SEPTEMBER 19, 2022
How to create data pipeline and data quality SLA alerts in Databand Helen Soloveichik 2022-09-20 01:49:30 Data engineers often get inundated by alerts from data issues. The last thing an engineer wants to do is get woken up at night for a minor issue, or worse, miss a critical one that requires immediate attention. Databand helps fix this problem by breaking through noisy alerts with focused alerting and routing when a data pipeline and quality issues occur.
Cloudera
SEPTEMBER 23, 2022
In a recent blog, Cloudera Chief Technology Officer Ram Venkatesh described the evolution of a data lakehouse, as well as the benefits of using an open data lakehouse, especially the open Cloudera Data Platform (CDP). If you missed it, you can read up about it here. Modern data lakehouses are typically deployed in the cloud. Cloud computing brings several distinct advantages that are core to the lakehouse value proposition.
KDnuggets
SEPTEMBER 21, 2022
7 Machine Learning Portfolio Projects to Boost the Resume • Free SQL and Database Course • Top 5 Bookmarks Every Data Analyst Should Have • 7 Steps to Mastering Python for Data Science • 5 Concepts You Should Know About Gradient Descent and Cost Function.
Rockset
SEPTEMBER 20, 2022
Introduction Cryptocurrencies and NFTs have helped bring blockchain technology to the mainstream over the last few years, driven by the potential for astronomic financial returns. As more users become familiar with blockchain, attention and resources have started to shift towards other use cases for decentralized applications, or dApps. dApps are built on blockchains and are the use case layer for web3 infrastructure, offering a wide range of services.
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.
Striim
SEPTEMBER 20, 2022
Modern-day customers have higher expectations from the brands they interact with. They crave customer experiences that are more timely, targeted, and personalized to their needs. Brands can meet these expectations by integrating real-time analytics into their customer experience. According to a study from Harvard Business Review, 44% of organizations found the adoption of real-time customer analytics to increase their total number of customers and revenue.
U-Next
SEPTEMBER 19, 2022
Introduction – What Are Bitcoins? Bitcoin is a wholly virtual form of money frequently referred to as a cryptocurrency, virtual currency, or digital cash. Bitcoin acts as a means of payment independent of any one person, group, or entity. A cryptocurrency like bitcoin eliminates the need for third parties to get involved in financial transactions.
KDnuggets
SEPTEMBER 20, 2022
How to Select Rows and Columns in Pandas Using [ ],loc, iloc,at and.iat • Free Python for Data Science Course • 5 Data Science Skills That Pay & 5 That Don't • 7 Data Analytics Interview Questions & Answers • 5 Tricky SQL Queries Solved.
Propel Data
SEPTEMBER 19, 2022
In this article, you’ll learn how to implement the OAuth 2.0 client credentials flow with GraphQL using Node.js.
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.
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