KDnuggets

SEPTEMBER 22, 2022

How to increase your chances of avoiding the mistake.

Data 160

Data Data Science 160

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.

SQL 130

SQL Python Coding Accessible 130

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.

Kafka 122

Kafka Database Data 122

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.

Data Governance 109

Data Governance Government Amazon Web Services Cloud Computing 109

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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.

Datasets

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.

Building 160

Building IT Machine Learning 160

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.

Kafka 98

Kafka Python Building 98

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.

Insurance 102

Insurance Medical Machine Learning Data 102

KDnuggets

SEPTEMBER 22, 2022

Dimensionality reduction techniques are basically a part of the data pre-processing step, performed before training the model.

Data Science 148

Data Science Data Process 148

Data Engineering Podcast

SEPTEMBER 18, 2022

Summary There is a constant tension in business data between growing siloes, and breaking them down. Even when a tool is designed to integrate information as a guard against data isolation, it can easily become a silo of its own, where you have to make a point of using it to seek out information. In order to help distribute critical context about data assets and their status into the locations where work is being done Nicholas Freund co-founded Workstream.

Building 100

Building Metadata MongoDB MySQL 100

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

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

Process 52

Process Data Analysis Technology Data Preparation 52

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.

Systems 101

Systems Management Accessible Accessibility 101

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.

Data 144

Data Data Science 144

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

High Quality Data 52

High Quality Data Data Data Engineering Data Engineer 52

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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.

Cloud

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.

Deep Learning 52

Deep Learning Architecture IT Algorithm 52

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. .

Management 92

Management IT 92

KDnuggets

SEPTEMBER 19, 2022

Work on machine learning and deep learning portfolio projects to learn new skills and improve your chance of getting hired.

Portfolio 142

Portfolio Machine Learning Project Deep Learning 142

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.

Datasets 52

Datasets Metadata Data Data Engineering 52

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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?

Business Intelligence

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.

Architecture 52

Architecture Cloud Amazon Web Services Cloud Computing 52

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.

Deep Learning 88

Deep Learning High Quality Data Telecommunication Systems 88

KDnuggets

SEPTEMBER 22, 2022

This article is for people who don’t know a thing about MLOps or want to refresh their memory.

132

132

Elder Research

SEPTEMBER 20, 2022

The post Data-Driven Change: Essential Mindsets appeared first on Elder Research.

Data 52

Data 52

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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.

Cloud

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.

PostgreSQL 52

PostgreSQL MongoDB SQL Database 52

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.

Amazon Web Services 52

Amazon Web Services Cloud Computing Cloud Cloud Storage 52

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.

Programming 130

Programming AWS Machine Learning Building 130

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.

Data Warehouse 52

Data Warehouse Data Lake Media Programming 52

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.

Data

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.

Big Data 52

Big Data Data Warehouse Data Data Governance 52

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.

Data Science 52

Data Science Building Machine Learning Software Engineer 52

KDnuggets

SEPTEMBER 23, 2022

Get some advice from the “older” generation.

Data 129

Data Data Science 129