Sat.Feb 24, 2024 - Fri.Mar 01, 2024

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Kafka to MongoDB: Building a Streamlined Data Pipeline

Analytics Vidhya

Introduction Data is fuel for the IT industry and the Data Science Project in today’s online world. IT industries rely heavily on real-time insights derived from streaming data sources. Handling and processing the streaming data is the hardest work for Data Analysis. We know that streaming data is data that is emitted at high volume […] The post Kafka to MongoDB: Building a Streamlined Data Pipeline appeared first on Analytics Vidhya.

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Happy Leap Day!

The Pragmatic Engineer

👋 Hi, this is Gergely with a bonus, free issue of the Pragmatic Engineer Newsletter. In every issue, I cover topics related to Big Tech and startups through the lens of engineering managers and senior engineers. In this article, we cover one out of three topics from today’s subscriber-only The Pulse issue. Subscribe to get issues like this in your inbox, every week.

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5 Real-Time Data Processing and Analytics Technologies – And Where You Can Implement Them

Seattle Data Guy

No matter your industry, you’ll often need to make split-second business decisions in the digital age. Real-time data can help you do just that. It’s information that’s made available as soon as it’s created, meaning you don’t need to wait around for the insights you need. Real-time data processing can satisfy the ever-increasing demand for… Read more The post 5 Real-Time Data Processing and Analytics Technologies – And Where You Can Implement Them appea

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Anatomy of a Structured Streaming job

Waitingforcode

Apache Spark Structured Streaming relies on the micro-batch pattern which evaluates the same query in each execution. That's only a high level vision, though. Under-the-hood, there are many other interesting things that happen.

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Generative AI Deep Dive: Advancing from Proof of Concept to Production

Speaker: Maher Hanafi, VP of Engineering at Betterworks & Tony Karrer, CTO at Aggregage

Executive leaders and board members are pushing their teams to adopt Generative AI to gain a competitive edge, save money, and otherwise take advantage of the promise of this new era of artificial intelligence. There's no question that it is challenging to figure out where to focus and how to advance when it’s a new field that is evolving everyday. 💡 This new webinar featuring Maher Hanafi, CTO of Betterworks, will explore a practical framework to transform Generative AI prototypes into

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Why I Love Rust, but Deploy Python

Confessions of a Data Guy

I’m not sure if others have this same problem, maybe they are lucky, they get to build in their favorite language 24/7, it’s their tool of choice. I feel like I have a great burden to bear, a heavy one. I love to write Rust … but I deploy Python. Even when I know I […] The post Why I Love Rust, but Deploy Python appeared first on Confessions of a Data Guy.

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Top 6 YouTube Series for Data Science Beginners

KDnuggets

Want to start your data science journey from home, for free, and work at your own pace? Have a dive into this data science roadmap using the YouTube series.

More Trending

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Introducing Apache Kafka 3.7

Confluent

Apache Kafka 3.7 introduces updates to the Consumer rebalance protocol, an official Apache Kafka Docker image, JBOD support in Kraft-based clusters, and more!

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Robinhood Money Drills Kicks Off 2024 With Three New Universities

Robinhood

Florida State University, Coastal Carolina University, and the University of California, Berkeley will introduce financial education coursework with support from Robinhood Money Drills Robinhood Markets, Inc. is launching Robinhood Money Drills with three new universities, including Florida State University, Coastal Carolina University, and the University of California, Berkeley.

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Collection of Free Courses to Learn Data Science, Data Engineering, Machine Learning, MLOps, and LLMOps

KDnuggets

Begin your data professional journey from the basics of statistics to building a production-grade AI application.

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Announcing Public Preview of Delta Sharing with Cloudflare R2 Integration

databricks

Special thanks to Phillip Jones, Senior Product Manager, and Harshal Brahmbhatt, Systems Engineer from Cloudflare for their contributions to this blog. Organizations across.

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Leading the Development of Profitable and Sustainable Products

Speaker: Jason Tanner

While growth of software-enabled solutions generates momentum, growth alone is not enough to ensure sustainability. The probability of success dramatically improves with early planning for profitability. A sustainable business model contains a system of interrelated choices made not once but over time. Join this webinar for an iterative approach to ensuring solution, economic and relationship sustainability.

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Top 10 Data Science Websites to learn More

Knowledge Hut

Being a data scientist means constantly growing, enabling businesses to become more data-propelled, and learning newer trends and tools. There are various excellent resources in data science that can help you to develop your skillset. According to International Data Corporation (IDC), organizations are turning towards digitalization completely. This will help to create more investments, technology development and open various new jobs.

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Introducing Robinhood Retirement For Independent Workers

Robinhood

Robinhood was founded on the belief that everyone should have access to the financial system. A growing number of people are moving away from the usual 9-5, shifting towards freelancing and side hustles to make a living. But traditional systems haven’t caught up – more than 50% of independent workers don’t feel that they have effective access to retirement and savings plans.

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Top 5 Linux Distro for Data Science

KDnuggets

If you are considering transitioning from Microsoft Windows to another operating system that suits your needs, check out these five Linux distributions for data science and machine learning.

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Performance Improvements for Stateful Pipelines in Apache Spark Structured Streaming

databricks

Introduction Apache Sparkâ„¢ Structured Streaming is a popular open-source stream processing platform that provides scalability and fault tolerance, built on top of the S.

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Navigating the Future: Generative AI, Application Analytics, and Data

Generative AI is upending the way product developers & end-users alike are interacting with data. Despite the potential of AI, many are left with questions about the future of product development: How will AI impact my business and contribute to its success? What can product managers and developers expect in the future with the widespread adoption of AI?

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How DotSlash makes executable deployment simpler

Engineering at Meta

Andres Suarez and Michael Bolin, two software engineers at Meta, join Pascal Hartig ( @passy ) on the Meta Tech Podcast to discuss the ins and outs of DotSlash , a new open source tool from Meta. DotSlash takes the pain out of distributing binaries and toolchains to developers. Instead of committing large, platform-specific executables to a repository, DotSlash combines a fast Rust program with a JSON manifest prefixed with a #!

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I3S or 3D tiles – What data source to use for 3D layer in ArcGIS?

ArcGIS

You can work with many 3D formats in ArcGIS like i3s and 3D tiles. What is best for your workflow depends on on the 3D capabilities required.

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8 Built-in Python Decorators to Write Elegant Code

KDnuggets

Developers can modify a function's behavior using decorators, without changing its source code. This provides a concise and flexible way to enhance and extend the functionality of functions.

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Adding Intelligence to Databricks Search

databricks

We are thrilled to announce major improvements to the search capabilities in your Databricks workspace. These enhancements build on DatabricksIQ, the Data Intelligence.

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Get Better Network Graphs & Save Analysts Time

Many organizations today are unlocking the power of their data by using graph databases to feed downstream analytics, enahance visualizations, and more. Yet, when different graph nodes represent the same entity, graphs get messy. Watch this essential video with Senzing CEO Jeff Jonas on how adding entity resolution to a graph database condenses network graphs to improve analytics and save your analysts time.

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Mainframe and IBM i Observability: Why It Matters to IT

Precisely

In decades past, IT systems were relatively self-contained. Inputs, outputs, and integration points were clearly defined and comparatively few. Today’s systems, however, are highly interconnected and constantly in flux. Data flows from edge devices to core applications and back again. A myriad of data analytics tools provide up-to-the-minute insights to decision-makers throughout the organization.

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??Kafka Summit London 2024: A Classic with a Twist

Confluent

Kafka Summit London 2024 brings 90+ sessions, keynotes, lightning talks, and more from industry leaders. Check out the agenda, highlights, networking events, and more event info.

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Free Data Analyst Bootcamp for Beginners

KDnuggets

Want to become a data analyst? This free beginner-friendly data analyst bootcamp is all you need.

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A Deep Dive into the Latest Performance Improvements of Stateful Pipelines in Apache Spark Structured Streaming

databricks

This post is the second part of our two-part series on the latest performance improvements of stateful pipelines. The first part of this.

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Beyond the Basics of A/B Tests: Highly Innovative Experimentation Tactics You Need to Know

Speaker: Timothy Chan, PhD., Head of Data Science

Are you ready to move beyond the basics and take a deep dive into the cutting-edge techniques that are reshaping the landscape of experimentation? 🌐 From Sequential Testing to Multi-Armed Bandits, Switchback Experiments to Stratified Sampling, Timothy Chan, Data Science Lead, is here to unravel the mysteries of these powerful methodologies that are revolutionizing how we approach testing.

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Bazel remote execution with rules_nixpkgs

Tweag

Tweag developed rules_nixpkgs to empower Bazel users with the ability to leverage Nix’s reproducible builds and its extensive package registry. That ruleset has proven to be especially advantageous in endeavors demanding intricate dependency administration and the maintenance of uniform build environments. However, rules_nixpkgs is incompatible with remote execution.

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Effortless Stream Processing on Any Cloud – Flink Actions, Terraform Support, and Multi-Cloud Availability

Confluent

Learn about key new features added to our serverless Flink offering this year including Topic Actions, Terraform support, and expansion into GCP and Azure.

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AI Con USA: Navigate the Future of AI

KDnuggets

AI Con USA is scheduled for June 2-7 in Las Vegas, and it's bringing together some of the brightest minds in the realm of artificial intelligence and machine learning.

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Fine-Grained Human Feedback

databricks

In this blog post, we discuss Fine-Grained RLHF, a framework that enables training and learning from reward functions that are fine-grained in two.

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How To Get Promoted In Product Management

Speaker: John Mansour

If you're looking to advance your career in product management, there are more options than just climbing the management ladder. Join our upcoming webinar to learn about highly rewarding career paths that don't involve management responsibilities. We'll cover both career tracks and provide tips on how to position yourself for success in the one that's right for you.

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Announcing bpftop: Streamlining eBPF performance optimization

Netflix Tech

By Jose Fernandez Today, we are thrilled to announce the release of bpftop , a command-line tool designed to streamline the performance optimization and monitoring of eBPF applications. As Netflix increasingly adopts eBPF [ 1 , 2 ], applying the same rigor to these applications as we do to other managed services is imperative. Striking a balance between eBPF’s benefits and system load is crucial, ensuring it enhances rather than hinders our operational efficiency.

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Implementing SAP Automation Has Its Challenges

Precisely

Complexity is at the core of SAP automation challenges The core challenges to automating SAP processes essentially boil down to complexity. The business processes themselves are complex, as are the data objects associated with each SAP record. Both present significant difficulties to those attempting to analyze and reengineer a specific process or activity.

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7 Free Harvard University Courses to Advance Your Skills

KDnuggets

Transform your tech career with one of the best universities in the world!

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The Unconscious Patient Problem: A Look at the Importance Of Entity Resolution in Healthcare and Life Sciences

databricks

This blog was written in collaboration with Tim Sedlak, Senior Solutions Architect at Stardog In healthcare and life sciences, accuracy is everything. That's.

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How Embedded Analytics Gets You to Market Faster with a SAAS Offering

Start-ups & SMBs launching products quickly must bundle dashboards, reports, & self-service analytics into apps. Customers expect rapid value from your product (time-to-value), data security, and access to advanced capabilities. Traditional Business Intelligence (BI) tools can provide valuable data analysis capabilities, but they have a barrier to entry that can stop small and midsize businesses from capitalizing on them.