Tue.Apr 30, 2024

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5 MLOps Courses from Google to Level Up Your ML Workflow

KDnuggets

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

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Databricks named a Leader in the 2024 Forrester Wave for Data Lakehouses

databricks

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

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The Ultimate AI Strategy Playbook

KDnuggets

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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Reaction to Data Engineering Survey for 2024

Confessions of a Data Guy

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

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Apache Airflow® Best Practices for ETL and ELT Pipelines

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.

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Data Science Degrees vs. Courses: The Value Verdict

KDnuggets

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

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Calibrating the Mosaic Evaluation Gauntlet

databricks

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

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More Trending

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Google Fires Python. What Next?

Confessions of a Data Guy

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.

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What is the Importance of Cyber Security?

Knowledge Hut

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.

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The Foundation of Data Validation

Towards Data Science

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

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What Are the Principles of Project Management?

Knowledge Hut

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.

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Apache Airflow®: The Ultimate Guide to DAG Writing

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!

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Measuring Energy use of Android Devices by Scott Woods

Scott Logic

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.

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Fine-tuning AWS ASGs with Attribute Based Instance Selection

Yelp Engineering

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.

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Data Streaming in Healthcare: Achieving the Single Patient View

Confluent

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

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The Stream Processing Model Behind Google Cloud Dataflow

Towards Data Science

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.

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Optimizing The Modern Developer Experience with Coder

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.

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Databricks receives FedRAMP High agency ATO on AWS GovCloud, now in public preview

databricks

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

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Why RPA Solutions Aren’t Always the Answer

Precisely

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.

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How to Connect Data from MongoDB to BigQuery using 2 Easy Methods

Hevo

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.

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Innovating Operations in Agriculture: Kramp’s Real-Time Analytics Journey

Striim

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.

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15 Modern Use Cases for Enterprise Business Intelligence

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?

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How to Get a List of Globally Installed NPM Packages in Node.js?

Knowledge Hut

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.

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Snowflake Summit 2024: AI Takes Center Stage – Reasons to Mark Your Calendar

Hevo

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.

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PMP vs Six Sigma – How To Choose One

Knowledge Hut

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?

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How Generative AI Is Revolutionizing Global Health Initiatives and Telemedicine

RandomTrees

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.

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The Cloud Development Environment Adoption Report

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.