KDnuggets

APRIL 30, 2024

Want to build and deploy robust machine learning systems to production? Start learning MLOps today with these courses from Google.

Machine Learning 143

Machine Learning Systems Building 143

databricks

APRIL 30, 2024

We are proud to announce that Forrester has recognized Databricks as a Leader with the highest scores in both current offering and strategy.

Data 134

Data 134

KDnuggets

APRIL 30, 2024

Many businesses rush to adopt AI but fail due to poor strategy. This post serves as your go-to playbook for success.

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136

Confessions of a Data Guy

APRIL 30, 2024

The post Reaction to Data Engineering Survey for 2024 appeared first on Confessions of a Data Guy.

Data Engineering 130

Data Engineering Data Engineer Engineering Data 130

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In Airflow, DAGs (your data pipelines) support nearly every use case. As these workflows grow in complexity and scale, efficiently identifying and resolving issues becomes a critical skill for every data engineer. This is a comprehensive guide with best practices and examples to debugging Airflow DAGs. You’ll learn how to: Create a standardized process for debugging to quickly diagnose errors in your DAGs Identify common issues with DAGs, tasks, and connections Distinguish between Airflow-relate

Data Pipeline

KDnuggets

APRIL 30, 2024

Exploring the merits of data science degrees vs courses, this analysis contrasts their depth, prestige, and practicality in job market preparation

Data Science 134

Data Science Data 134

databricks

APRIL 30, 2024

A good benchmark is one that clearly shows which models are better and which are worse. The Databricks Mosaic Research team is dedicated.

128

128

Confessions of a Data Guy

APRIL 30, 2024

What is going on? Is the world coming to an end? I thought Python was going to live forever. Well, apparently not at Google. Recently Google announced it was laying off its entire North American-based Python team that was supporting Google’s special needs with Python, in favor of cheaper offshore workers. Apparently, some of these […] The post Google Fires Python.

Python 100

Python IT Data 100

Knowledge Hut

APRIL 30, 2024

In the age of internet, our lives are increasingly dependent on online shopping, banking, and socializing. We store photos and personal information on our computers and in the cloud. As more and more aspects of our lives move online, so does the risk of cybercrime. Cybersecurity is the practice of protecting computer systems and networks from unauthorized access or attack.

Banking 98

Banking SQL Cloud Hospitality 98

Towards Data Science

APRIL 30, 2024

Discussing the basic principles and methodology of data validation Continue reading on Towards Data Science »

Data Validation 98

Data Validation Data Science Data Data Analysis 98

Knowledge Hut

APRIL 30, 2024

Management is paramount to making any project successful, irrespective of the industry and the work scope. Resource allocation, meeting the time constraints, and ensuring quality standards of the end products. Moreover, there are varied aspects to manage to ensure successful project delivery. Only proficient experts with certified skillsets and hands-on experience in the project management domain can rest assured of getting the desired results within a stipulated time and set resources.

Project 98

Project Management Certification Programming 98

Speaker: Tamara Fingerlin, Developer Advocate

Apache Airflow® 3.0, the most anticipated Airflow release yet, officially launched this April. As the de facto standard for data orchestration, Airflow is trusted by over 77,000 organizations to power everything from advanced analytics to production AI and MLOps. With the 3.0 release, the top-requested features from the community were delivered, including a revamped UI for easier navigation, stronger security, and greater flexibility to run tasks anywhere at any time.

Data

Towards Data Science

APRIL 30, 2024

Balancing correctness, latency, and cost in unbounded data processing Image created by the author. Table of contents Before we move on Introduction from the paper. The details of the Dataflow model. Implementation and designs of the model. Intro Google Dataflow is a fully managed data processing service that provides serverless unified stream and batch data processing.

Google Cloud 92

Google Cloud Process Cloud Lambda Architecture 92

Knowledge Hut

APRIL 30, 2024

PMP and Six Sigma stand out in the world of management certifications. PMP, the gold standard from PMI, guides project managers like a trusted compass. It's about mastering project management inside out. On the other side is Six Sigma, a toolkit of strategies for fine-tuning business processes. If you have a PMP certification, you might wonder: is it worth adding Six Sigma to my skills?

Certification 96

Certification Education Manufacturing Project 96

Scott Logic

APRIL 30, 2024

Introduction As part of a project onto the carbon footprint of mobile computing (CFoMC), we required a method to be able to record the energy use of certain computational workloads on differing mobile devices, part of that being Android mobile devices. So we needed a method to accurately measure the energy use on a device. Why measure energy use? The reason why we wanted to measure the energy use was to compare the energy use of the same code / calculations across different devices.

Raw Data 72

Raw Data Data Collection Python Process 72

Yelp Engineering

APRIL 30, 2024

This is the next installment of our blog series on improving our autoscaling infrastructure. In the previous blog posts (Open-sourcing Clusterman, Recycling kubernetes nodes) we explained the architecture and inner-working of Clusterman. This time we are discussing how attribute based instance selection in the autoscaling group has helped us make our infrastructure more reliable and cost effective, while also decreasing the operation overhead.

AWS 64

AWS Architecture 64

Speaker: Alex Salazar, CEO & Co-Founder @ Arcade | Nate Barbettini, Founding Engineer @ Arcade | Tony Karrer, Founder & CTO @ Aggregage

There’s a lot of noise surrounding the ability of AI agents to connect to your tools, systems and data. But building an AI application into a reliable, secure workflow agent isn’t as simple as plugging in an API. As an engineering leader, it can be challenging to make sense of this evolving landscape, but agent tooling provides such high value that it’s critical we figure out how to move forward.

Systems

Confluent

APRIL 30, 2024

Learn about the role of Confluent in streaming, processing, and governing sensitive healthcare data as part of a Single Patient View solution in healthcare.

Healthcare 64

Healthcare Government Data Process 64

databricks

APRIL 30, 2024

We are excited to announce that Databricks on AWS GovCloud is now in public preview and that we recently earned our first FedRAMP® High agency ATO! We are ready today to support your International Traffic in Arms Regulations (ITAR) and HIPAA use cases; the Provisional Authorization for DoD Impact Level 5 (IL5) is expected soon. In this blog, we will cover the Databricks products that are now available in AWS GovCloud and how to enable your Databricks workloads to help you meet the applicable con

AWS 59

AWS 59

Precisely

APRIL 30, 2024

Key Takeaways: Despite RPA’s popularity, there’s a high failure rate of up to 50% for projects. There are limitations you need to understand before undertaking RPA initiatives. RPA is best suited for simple tasks involving consistent data. It’s challenged by complex data processes and dynamic environments Complete automation platforms are the best solutions for complex data processes.

Unstructured Data 59

Unstructured Data Government Data Validation Programming 59

Hevo

APRIL 30, 2024

MongoDB is a popular NoSQL database that requires data to be modeled in JSON format. If your application’s data model has a natural fit to MongoDB’s recommended data model, it can provide good performance, flexibility, and scalability for transaction types of workloads.

MongoDB 52

MongoDB NoSQL Database Data 52

Speaker: Andrew Skoog, Founder of MachinistX & President of Hexis Representatives

Manufacturing is evolving, and the right technology can empower—not replace—your workforce. Smart automation and AI-driven software are revolutionizing decision-making, optimizing processes, and improving efficiency. But how do you implement these tools with confidence and ensure they complement human expertise rather than override it? Join industry expert Andrew Skoog as he explores how manufacturers can leverage automation to enhance operations, streamline workflows, and make smarter, data-dri

Manufacturing

RandomTrees

APRIL 30, 2024

In this ever-changing world of healthcare, technological innovations are continuously changing the definition of what is possible. It keeps on making impossible things possible. Among these incredible innovations, generative artificial intelligence (AI) has brought a great transformation. It has completely changed our approach to medical diagnosis, treatment, and remote patient care.

Medical 52

Medical Healthcare Algorithm Consulting 52

Striim

APRIL 30, 2024

Kramp, a stalwart in the distribution of agricultural spare parts and accessories across Europe, embarked on a transformative journey five years ago with a bold vision to overhaul its data management system. Since then Kramp has made significant strides in integrating advanced technology solutions to enhance their operational efficiencies and customer service.

Google Cloud 52

Google Cloud High Quality Data Business Intelligence Data Warehouse 52

Knowledge Hut

APRIL 30, 2024

Node.js is one of the commonly used runtime environments for JavaScript that helps in creating fast and scalable network-related applications. Node.js is getting more popular and is widely adopted due to several advanced features like an event-driven model and non-blocking I/O model. These features makes it lightweight and powerful. Not only this, developers prefer it for data-intensive real-time applications supported across distributed devices.

Coding 52

Coding Python Project Programming Language 52

Hevo

APRIL 30, 2024

The Snowflake Summit 2024 is all set to bring together data, AI and tech to discuss the advancements and cutting-edge innovation in Data cloud. It is an unmissable opportunity to connect with data experts to explore the limitless possibilities of AI in data and emerging trends in application development.

Cloud 40

Cloud IT Data 40

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With Airflow being the open-source standard for workflow orchestration, knowing how to write Airflow DAGs has become an essential skill for every data engineer. This eBook provides a comprehensive overview of DAG writing features with plenty of example code. You’ll learn how to: Understand the building blocks DAGs, combine them in complex pipelines, and schedule your DAG to run exactly when you want it to Write DAGs that adapt to your data at runtime and set up alerts and notifications Scale you

Data Engineering