Sat.Apr 13, 2024 - Fri.Apr 19, 2024

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5 Free Courses to Master Math for Data Science

KDnuggets

Want to learn math for data science? Check out these three courses to learn linear algebra, calculus, statistics, and more.

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Data Analytics Suck! Worst Job Ever!

Confessions of a Data Guy

Being Data Analytics is a meat grinder, it’s the worst job ever. Horrible it is. It will crush you. The post Data Analytics Suck! Worst Job Ever! appeared first on Confessions of a Data Guy.

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Designing A Non-Relational Database Engine

Data Engineering Podcast

Summary Databases come in a variety of formats for different use cases. The default association with the term "database" is relational engines, but non-relational engines are also used quite widely. In this episode Oren Eini, CEO and creator of RavenDB, explores the nuances of relational vs. non-relational engines, and the strategies for designing a non-relational database.

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Building Enterprise GenAI Apps with Meta Llama 3 on Databricks

databricks

We are excited to partner with Meta to release the latest state-of-the-art large language model, Meta Llama 3 , on Databricks. With Llama.

Building 143
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Mastering Apache Airflow® 3.0: What’s New (and What’s Next) for Data Orchestration

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.

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Utilizing Pandas AI for Data Analysis

KDnuggets

Bring the latest AI implementation to Pandas to improve your data workflow.

Utilities 158
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DuckDB Out Of Memory – Has it been fixed?

Confessions of a Data Guy

Back in March, I did a writeup and experiment called DuckDB vs Polars, Thunderdom, 16GB on 4GB machine challenge. The idea was to see if the two tools could process “larger than memory” datasets with lazy execution. Polars worked fine, DuckDB failed in spectacular fashion. I also noted how many people had opened issues in […] The post DuckDB Out Of Memory – Has it been fixed?

IT 140

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Announcing General Availability of Ray on Databricks

databricks

We released Ray support public preview last year and since then, hundreds of Databricks customers have been using it for variety of use.

IT 133
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Ultimate Collection of 50 Free Courses for Mastering Data Science

KDnuggets

The collection includes free courses on Python, SQL, Data Analytics, Business Intelligence, Data Engineering, Machine Learning, Deep Learning, Generative AI, and MLOps.

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Data News — Week 24.16

Christophe Blefari

easy ( credits ) Hey, new Friday, new Data News. This week, I feel like the selection is smaller than usual, so enjoy the links. I'm a bit late with the Recommendations emails, I'm sorry about that I got a few new leads as a freelancer I had to take in priority changing a bit my schedule. But don't worry it gonna be out soon. AI News 🤖 When do models get the same hype as 2007 iPhone release?

MySQL 130
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Stopping a Structured Streaming query

Waitingforcode

Streaming jobs are supposed to run continuously but it applies to the data processing logic. After all, sometimes you may need to release a new job package with upgraded dependencies or improved business logic. What happens then?

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Agent Tooling: Connecting AI to Your Tools, Systems & Data

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.

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Snowflake’s New Python API Empowers Data Engineers to Build Modern Data Pipelines with Ease

Snowflake

In today’s data-driven world, developer productivity is essential for organizations to build effective and reliable products, accelerate time to value, and fuel ongoing innovation. To deliver on these goals, developers must have the ability to manipulate and analyze information efficiently. Yet while SQL applications have long served as the gateway to access and manage data, Python has become the language of choice for most data teams, creating a disconnect.

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Build a Command-Line App with Python in 7 Easy Steps

KDnuggets

Let's learn Python by building a command-line TO-DO list app, one step at a time.

Python 143
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Accelerated DBRX Inference on Mosaic AI Model Serving

databricks

Introduction In this blog post we dive into inference with DBRX, the open state-of-the-art large language model (LLM) created by Databricks (see Introducing.

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A Look Back at the Gartner Data and Analytics Summit

Cloudera

Artificial intelligence (AI) is something that, by its very nature, can be surrounded by a sea of skepticism but also excitement and optimism when it comes to harnessing its power. With the arrival of the latest AI-powered technologies like large language models (LLMs) and generative AI (GenAI), there’s a vast amount of opportunities for innovation, growth, and improved business outcomes right around the corner.

Metadata 110
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How to Modernize Manufacturing Without Losing Control

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

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How to Navigate the Costs of Legacy SIEMS with Snowflake

Snowflake

Legacy security information and event management (SIEM) solutions, like Splunk, are powerful tools for managing and analyzing machine-generated data. They have become indispensable for organizations worldwide, particularly for security teams. But as much as security operation center (SOC) analysts have come to rely on solutions like Splunk, there is one complaint that comes up for some: Costs can quickly add up.

Data Lake 109
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Vector Databases in AI and LLM Use Cases

KDnuggets

Learn about Vectors and How Storing Data Can Be Used in LLM Applications.

Database 142
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Unlocking the Power of Cloud Analytics: A Glimpse into Intel's Data Revolution

databricks

Are you ready to discover how one of the world's leading tech giants is transforming its data analytics to stay ahead of the.

Cloud 109
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Video Multiplexer Tips and Tricks

ArcGIS

Tips to properly format your metadata for the video multiplexer tool so you can geoenable video data for the Full Motion Video player.

Metadata 109
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The Ultimate Guide to Apache Airflow DAGS

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

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How Marketers Can Enter the First-Party Data Era with Confidence 

Snowflake

Marketers everywhere are anxious about what fortune the cookieless future holds — but I think we should embrace what will be a refreshing change. The fear is that we will have to reinvent how we target and have an even harder time measuring engagement. Neither is true if we use the deprecation of third-party cookies and subsequent shift to first-party data as a positive forcing factor.

Cloud 107
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Geospatial Data Analysis with Geemap

KDnuggets

A Python library for creating interactive maps with Google Earth Engine and ipyleaflet.

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Announcing General Availability of Next-Generation Lakeview Dashboards

databricks

The next generation of Databricks SQL dashboards, also known as Lakeview Dashboards, is now generally available on AWS and Azure. This new dashboarding experience is optimized for ease of use, scalable and secure distribution, governance, and performance.

AWS 105
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Transitioning to Senior Engineer

Confessions of a Data Guy

It’s probably what every single person wants to accomplish first after they’ve been writing code for a year professionally. How do I get to Senior Engineer? What skills do I need? “I am a good coder, give me the Senior Engineer title.” Sadly, most Junior and Mid-Level Engineers think that being a Senior Engineer is […] The post Transitioning to Senior Engineer 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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How To Run Your Python Scripts

Knowledge Hut

If you are planning to enter the world of Python programming, the first and the most essential skill you should learn is knowing how to run Python script and code. Once you grab a seat in the show, it will be easier for you to understand whether the code will actually work or not. To learn more about sys.argv command line argument, click here. Python, being one of the leading programming languages , has a relatively easy syntax which makes it even easier for the ones who are in their initial sta

Python 98
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7 Steps to Mastering MLOPs

KDnuggets

Join us on a journey of becoming a professional MLOps engineer by mastering essential tools, frameworks, key concepts, and processes in the field.

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Accurate, Safe and Governed: How to Move GenAI from POC to Production

databricks

To move GenAI projects from experimentation to production, companies must ensure that they are deployed in a way that is accurate, safe, and governed.

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Cloud Native Computing in 2024—feeling the pulse at Kubecon

Tweag

Last year, at the end of winter, we wrote our impressions of the trends and evolution of infrastructure and configuration management after attending FOSDEM and CfgMgmtCamp. We’re at it again, but with Kubecon this year, the biggest cloud native computing conference. If you’ve never heard of cloud native computing before, it has a number of definitions online, but the simplest one is that it’s mostly about Kubernetes.

Cloud 98
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How to Achieve High-Accuracy Results When Using LLMs

Speaker: Ben Epstein, Stealth Founder & CTO | Tony Karrer, Founder & CTO, Aggregage

When tasked with building a fundamentally new product line with deeper insights than previously achievable for a high-value client, Ben Epstein and his team faced a significant challenge: how to harness LLMs to produce consistent, high-accuracy outputs at scale. In this new session, Ben will share how he and his team engineered a system (based on proven software engineering approaches) that employs reproducible test variations (via temperature 0 and fixed seeds), and enables non-LLM evaluation m

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Top 15+ IT Companies in India in 2024

Knowledge Hut

In 2024, the spending in the information technology sector across India was above 112.55 billion U.S. dollars. It was projected that in 2024, the IT spending of India would reach more than 124.6 billion dollars. The IT-BPM industry contributed about 7.5 percent to the GDP of the nation. The figures are sufficient to demonstrate the significant influence of IT services in India.

IT 98
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Get University Level Certified for Next to Nothing

KDnuggets

Learning a new skill can be expensive, but it doesn’t have to be.

IT 134
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How AI in Business is Revolutionized by Data Intelligence

databricks

The use of AI in business has become standard over the past decade. But, are old-fashioned data management practices holding it back? Learn more here.

Data 98
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3 Best Practices for Bridging the Gap Between Engineers and Analysts

Towards Data Science

Assigning code owners, hiring analytics engineers, and creating flywheels Continue reading on Towards Data Science »

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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.