Sat.Sep 07, 2024 - Fri.Sep 13, 2024

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5 Quirky Data Science Projects to Impress

KDnuggets

Develop unique yet standing-out data science projects to improve your data portfolio.

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Setup Mage AI with Postgres to Build and Manage Your Data Pipeline

Analytics Vidhya

Introduction Imagine yourself as a data professional tasked with creating an efficient data pipeline to streamline processes and generate real-time information. Sounds challenging, right? That’s where Mage AI comes in to ensure that the lenders operating online gain a competitive edge. Picture this: thus, unlike many other extensions that require deep setup and constant coding, […] The post Setup Mage AI with Postgres to Build and Manage Your Data Pipeline appeared first on Analytics Vidhy

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Confluent + WarpStream = Large-Scale Streaming in your Cloud

Confluent

Confluent has acquired WarpStream, an innovative Kafka-compatible streaming solution. Read the full statement by Jay Kreps, co-founder and CEO of Confluent.

Cloud 142
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What’s new with Databricks SQL

databricks

We are excited to share the latest new features and performance improvements that make Databricks SQL simpler, faster and lower cost than ever.

SQL 128
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Apache Airflow® 101 Essential Tips for Beginners

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.

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10 GitHub Repositories to Master Computer Vision

KDnuggets

The GitHub repository includes up-to-date learning resources, research papers, guides, popular tools, tutorials, projects, and datasets.

Datasets 147

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Noisy Neighbor Detection with eBPF

Netflix Tech

By Jose Fernandez , Sebastien Dabdoub , Jason Koch , Artem Tkachuk The Compute and Performance Engineering teams at Netflix regularly investigate performance issues in our multi-tenant environment. The first step is determining whether the problem originates from the application or the underlying infrastructure. One issue that often complicates this process is the "noisy neighbor" problem.

Utilities 103
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2024 Fortune Best Workplaces in Technology™ recognizes Databricks

databricks

We are excited to announce that Databricks was named one of the 2024 Fortune Best Workplaces in Technology™. This award reflects our.

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Free Courses That Are Actually Free: Data Analytics Edition

KDnuggets

Kickstart your data analyst career with all these free courses.

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The 3 Types of Data Engineers.

Confessions of a Data Guy

Did you know there are only 3 types of Data Engineers? It’s true. I hope you are the right one. The post The 3 Types of Data Engineers. appeared first on Confessions of a Data Guy.

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Apache Airflow® Best Practices: 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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A Guide to Data Pipelines (And How to Design One From Scratch)

Striim

Data pipelines are the backbone of your business’s data architecture. Implementing a robust and scalable pipeline ensures you can effectively manage, analyze, and organize your growing data. Most importantly, these pipelines enable your team to transform data into actionable insights, demonstrating tangible business value. According to an IBM study, businesses expect that fast data will enable them to “make better informed decisions using insights from analytics (44%), improved data quality and

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Integrating Entra ID, Azure DevOps and Databricks for Better Security in CI/CD

databricks

Personal Access Tokens (PATs) are a convenient way to access services like Azure Databricks or Azure DevOps without logging in with your password.

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5 Hidden Gem Python Libraries for Data Science

KDnuggets

Exploring the not-so-famous data science libraries that can be useful in your data workflow.

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Embracing the Era of Enterprise AI: Your Guide to Snowflake World Tour

Snowflake

The Snowflake World Tour is making 23 stops around the globe, so you can learn about the latest innovations in the AI Data Cloud in a city near you. This tour will cover Snowflake’s latest advancements that can help you accelerate AI and application development in your organization while advancing the data foundation that makes it all possible. This includes new capabilities related to Snowflake Cortex, streaming, Iceberg open table formats and more.

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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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Pushy to the Limit: Evolving Netflix’s WebSocket proxy for the future

Netflix Tech

By Karthik Yagna , Baskar Odayarkoil , and Alex Ellis Pushy is Netflix’s WebSocket server that maintains persistent WebSocket connections with devices running the Netflix application. This allows data to be sent to the device from backend services on demand, without the need for continually polling requests from the device. Over the last few years, Pushy has seen tremendous growth, evolving from its role as a best-effort message delivery service to be an integral part of the Netflix ecosystem.

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Implementing a RAG chatbot using Databricks and Pinecone

databricks

Imagine giving your business an intelligent bot to talk to customers. Chatbots are commonly used to talk to customers and provide them with.

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Top 5 Machine Learning APIs Practitioners Should Know

KDnuggets

Learn about machine learning APIs for datasets, models, web applications, free GPUs, and text, audio, and image generation.

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Snowflake Will Default to Multi-Factor Authentication

Snowflake

Snowflake has always been committed to helping customers protect their accounts and data. To further our commitment to protect against cybersecurity threats and to champion the advancement of industry standards for security, Snowflake recently signed the Cybersecurity and Infrastructure Security Agency (CISA) Secure By Design Pledge. In line with CISA’s Secure By Design principles, we recently announced a number of security enhancements in the platform — most notably the general availability of

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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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The 5 Data Quality Rules You Should Never Write Again

Monte Carlo

You know what they say about rules: they’re meant to be broken. Or, when it comes to data quality, it’s more like they’re bound to be broken. Data breaks, that much is certain. The challenge is knowing when, where, and why it happens. For most data analysts, combating that means writing data rules – lots of data rules – to ensure your data products are accurate and reliable.

Data 80
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Building a Generative AI Workflow for the Creation of More Personalized Marketing Content

databricks

Personalization and scale have historically been mutually exclusive. For all the talk of one-to-one marketing and hyper-personalization , the reality has been that.

Building 105
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Getting Started with OpenAI o1 Reasoning Models

KDnuggets

Learn how to use the OpenAI o1-preview & o1-mini for decision-making, coding, and building an end-to-end machine learning project from scratch.

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The “Who Does What” Guide To Enterprise Data Quality

Towards Data Science

One answer and many best practices for how larger organizations can operationalizing data quality programs for modern data platforms An answer to “who does what” for enterprise data quality. Image courtesy of the author. I’ve spoken with dozens of enterprise data professionals at the world’s largest corporations, and one of the most common data quality questions is, “who does what?

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Apache Airflow® Crash Course: From 0 to Running your Pipeline in the Cloud

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.

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How Developers Can Use Generative AI to Improve Data Quality

Confluent

Engineers can put generative AI to work to improve the quality of their data, allowing them to build more accurate and trustworthy AI-powered applications.

Data 72
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Announcing the Latest Integrations in Databricks Partner Connect

databricks

We are excited to announce the addition of three new integrations in Databricks Partner Connect—a centralized hub that allows you to integrate partner.

98
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Introducing the AI Lakehouse

KDnuggets

In order for Lakehouse to become a unified data layer for both analytics and AI, it needs to be extended with new capabilities

IT 122
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Reflecting away from definitions in Liquid Haskell

Tweag

We’ve all been there: wasting a couple of days on a silly bug. Good news for you: formal methods have never been easier to leverage. In this post, I will discuss the contributions I made during my internship to Liquid Haskell (LH), a tool that makes proving that your Haskell code is correct a piece of cake. LH lets you write contracts for your functions inside your Haskell code.

Coding 70
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Prepare Now: 2025s Must-Know Trends For Product And Data Leaders

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.

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Producing Messages With a Schema in Confluent Cloud Console

Confluent

To make application testing for topics with schemas easier, you can now produce messages that are serialized with schemas using the Confluent Cloud Console UI.

Cloud 69
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Announcing advanced security and governance in Mosaic AI Gateway

databricks

We are excited to introduce several powerful new capabilities to Mosaic AI Gateway, designed to help our customers accelerate their AI initiatives with.

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7 Free Cloud IDE for Data Science That You Are Missing Out

KDnuggets

Access a pre-built Python environment with free GPUs, persistent storage, and large RAM. These Cloud IDEs include AI code assistants and numerous plugins for a fast and efficient development experience.

Cloud 122