Sat.Sep 28, 2024 - Fri.Oct 04, 2024

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7 Data Engineering Tools for Beginners

KDnuggets

Learn the data engineering tools for data orchestration, database management, batch processing, ETL (Extract, Transform, Load), data transformation, data visualization, and data streaming.

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Build Compound AI Systems Faster with Databricks Mosaic AI

databricks

Many of our customers are shifting from monolithic prompts with general-purpose models to specialized compound AI systems to achieve the quality needed for.

Systems 135
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How To Automate PDF Data Extraction – 3 Different Methods To Parse PDFs For Analytics

Seattle Data Guy

I.f you work in data, then at some point in your career, you’ll likely need to parse data from a PDF. You might need to parse thousands of PDFs in order to pull out invoice information. Or maybe you need to parse financial filing documents such as 10-Ks. This can seem challenging at first. Afterall,… Read more The post How To Automate PDF Data Extraction – 3 Different Methods To Parse PDFs For Analytics appeared first on Seattle Data Guy.

Data 130
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React at Meta Connect 2024

Engineering at Meta

At Meta, React and React Native are more than just tools; they are integral to our product development and innovation. With over five thousand people at Meta building products and experiences with React every month, these technologies are fundamental to our engineering culture and our ability to quickly build and ship high quality products. In this post, we will dive into the development experiences of some of the product teams who leveraged React and React Native to deliver exciting projects sh

Coding 125
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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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Building Command Line Apps in Python with Click

KDnuggets

Have you ever wondered how you can easily create command-line applications in Python? Gather yourself up because that is what I am going to cover today.

Python 132
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Generating Coding Tests for LLMs: A Focus on Spark SQL

databricks

Introduction Applying Large Language Models (LLMs) for code generation is becoming increasingly prevalent, as it helps you code faster and smarter. A primary.

Coding 132

More Trending

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Women on Wednesday with Kaylee Andrews

Precisely

Recognizing and supporting women in technology is a top priority at Precisely. Whether it’s hosting virtual events for women to connect, or encouraging mentoring opportunities, the Precisely Women in Technology (PWIT) program goes above and beyond to ensure that women in the organization have a great network to lean on. Each month, a PWIT member is featured to share her experience navigating the tech industry.

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Ultimate Roadmap to Becoming a Tech Professional with Harvard for Free

KDnuggets

Jumping into the technology world doesn’t have to be so daunting.

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How to embed AI/BI Dashboards into your websites and applications

databricks

We are thrilled to announce that embedding for AI/BI Dashboards is now available. Embedding enables you to seamlessly integrate Databricks AI/BI Dashboards into.

BI 128
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Robinhood Crypto Launches Crypto Transfers in Europe 

Robinhood

Robinhood Crypto customers in Europe can now deposit and withdraw 20+ cryptocurrencies, and will earn a 1% deposit match for a limited time Robinhood Crypto has launched crypto transfers for customers in Europe, which is one of the most requested features in the region. Crypto transfers enable customers to deposit and withdraw more than 20 cryptocurrencies, including Bitcoin (BTC), Ethereum (ETH), Solana (SOL), USD Coin (USDC), and others, giving them greater flexibility and control over their d

Insurance 104
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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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Driving Innovation and Efficiency with Gen AI in Life Sciences

Snowflake

AI has profoundly impacted the life sciences industry for the past couple of decades. In the 2000s, researchers were able to use AI to analyze the human genome, identifying genetic markers and variations that could predict an individual’s susceptibility to certain diseases. This opened the door to personalized medicine and more effective therapies for genetic disorders.

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5 Common Data Science Resume Mistakes to Avoid

KDnuggets

Want to create data science resumes that land interview calls and jobs? Avoid these common mistakes.

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From Generalists to Specialists: The Evolution of AI Systems toward Compound AI

databricks

The buzz around compound AI systems is real, and for good reason. Compound AI systems combine the best parts of multiple AI models.

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Iceberg Is An Implementation Detail

dbt Developer Hub

If you haven’t paid attention to the data industry news cycle, you might have missed the recent excitement centered around an open table format called Apache Iceberg™. It’s one of many open table formats like Delta Lake, Hudi, and Hive. These formats are changing the way data is stored and metadata accessed. They are groundbreaking in many ways. But I have to be honest: I don’t care.

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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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Snowflake Data Clean Rooms Powering the Privacy-First Era

Snowflake

Privacy is no longer a growing requirement for doing business — it's the new status quo. The stakes for not protecting it have only intensified. Consumers have been demanding greater control and privacy over their data for years, and now vast numbers are taking action to protect it , turning off tracking, using cookieless environments and relying on ad blockers at rapidly increasing rates.

Media 98
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How to Visualize Model Internals and Attention in Hugging Face Transformers

KDnuggets

Learn how to visualize the Hugging Face Transformers model and attention internally.

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Transforming Omics Data Management with Databricks Data Intelligence Platform

databricks

This blog explores how new technologies such as Databricks Data Intelligence Platform can pave the way for more effective and efficient multi-omics data management.

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HOOD Summit 2024 is Coming

Robinhood

We’re less than two weeks away from HOOD Summit 2024, Robinhood’s first-ever customer-focused conference geared towards active traders. Taking place in Miami Oct. 16-18, HOOD Summit 2024 will feature our latest advanced trading products along with programming featuring titans of the investing world, discussing markets, and the latest innovations in financial services.

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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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Secrets of Gen AI Success: Real-World Customer Stories

Snowflake

For the past couple years, generative AI has been the hot-button topic across my conversations with customers, prospects, partners and everyone in between. People want to know how they can harness the power of AI to become more innovative, efficient and competitive — and they want to do it as soon as possible. For many organizations, however, turning AI ideas into reality has proven elusive, with Harvard Business Review reporting that up to 80% of AI projects fail to make it into production.

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Do We Really Need More Complex Models?

KDnuggets

Simplicity might be a better solution.

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Unlocking Financial Insights with a Custom Text-to-SQL Application

databricks

Introduction Retrieval-augmented generation (RAG) has revolutionized how enterprises harness their unstructured knowledge base using Large Language Models (LLMs), and its potential has far-reaching.

SQL 114
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How open source AI can improve population estimates, sustainable energy, and the delivery of climate change interventions

Engineering at Meta

Data for Good at Meta is open-sourcing the data used to train our AI-powered population maps. We’re hoping that researchers and other organizations around the world will be able to leverage these tools to assist with a wide range of projects including those on climate adaptation, public health and disaster response. The dataset and code are available now on GitHub.

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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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The Hindsight Guide to Replatforming

Towards Data Science

Dissecting the motivations, risks, and potential rewards of a software “heart transplant” Continue reading on Towards Data Science »

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How to Use R for Text Mining

KDnuggets

Text mining in R helps you explore large text data to find patterns and insights. This article walks through the basics of using R for text mining, from data preparation to analysis.

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AVEVA World Conference: Redefining Industrial AI with AVEVA & Databricks

databricks

The upcoming AVEVA World Conference in Paris (Oct 14-17) promises to be a landmark event for the future of industrial AI, with Databricks playing a pivotal role in shaping this new paradigm. Building on our strategic collaboration, Databricks and AVEVA are set to showcase how our combined technologies are driving unprecedented outcomes for industrial organizations worldwide.

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Snowflake Invests in Voyage AI to Optimize Multilingual RAG Applications in the AI Data Cloud

Snowflake

Natural language is rapidly becoming the bridge between human and machine communication. But hallucinations — when a model generates a false or misleading answer — continue to be the biggest barrier to the adoption of generative AI. Retrieval-augmented generation (RAG) allows enterprises to ground responses from LLMs in their specific organization’s data, reducing hallucinations, improving contextualized understanding and improving explainability.

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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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Seamless Parsing of Nested JSON and Schema Evolution in DLT Without Restarting Pipelines

Towards Data Science

Based on a customer case study, an advanced tutorial on using Delta Live Tables to process JSON schema evolution without the need to… Continue reading on Towards Data Science »

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Using Llama 3.2 Locally

KDnuggets

Learn how to download and use Llama 3.2 models locally using Msty. Also, learn how to access the Llama 3.2 vision models at the speed of light using the Groq API.

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Build an AI Strategy for Business Success with Databricks

databricks

AI has quickly moved from an emerging technology to a business imperative as organizations recognize its potential to transform operations and keep them.

Building 104
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Shift Left: Bad Data in Event Streams, Part 1

Confluent

Bad data causes serious issues and outages for downstream data users. It can be prevented with good data practices, but it must be properly fixed when it does occur.

Data 72
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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.