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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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 136
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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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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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Ultimate Roadmap to Becoming a Tech Professional with Harvard for Free

KDnuggets

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

More Trending

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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
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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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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.

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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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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 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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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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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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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 97
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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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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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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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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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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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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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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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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.

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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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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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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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Getting Started with Llamafactory: Installation and Setup Guide

KDnuggets

Get started with Llamafactory and discover minimal code solution for LLM pretraining, SFT, and RLHF methods.

Coding 119
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Best Practices for Your AWS Cloud Migration

Precisely

Key Takeaways: As you embark on your own migration journey, there are some key big-picture questions to consider around the best approach to take for your business. In reviewing best practices for your AWS cloud migration, it’s crucial to define your business case first, and work from there. Migrating to AWS can unlock incredible value for your business, but it requires careful planning, risk management, and the right technical and organizational strategies.

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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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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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Data Architecture: Lessons Learned

Towards Data Science

Three important lessons I have learned on my journey as data engineer and architect Continue reading on Towards Data Science »

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Do We Really Need More Complex Models?

KDnuggets

Simplicity might be a better solution.

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