Thu.Oct 24, 2024

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Skip Lines of CSV files with DuckDB and Polars

Confessions of a Data Guy

There are some things you don’t need until you need them. I ran into that situation recently with needing to process some CSV / Flatfiles on short notice. At first, it appeared to be easy, but then I realized, as usual, there was a little monkey wrench thrown into the middle of it. It is […] The post Skip Lines of CSV files with DuckDB and Polars appeared first on Confessions of a Data Guy.

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Open Source Security at Databricks

databricks

The Databricks Product Security team is deeply committed to ensuring the security and integrity of its products, which are built on top of.

IT 138
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5 Free Courses to Understand Machine Learning Algorithms

KDnuggets

To help you navigate this complex subject, we’ve compiled five free online courses that will give you a solid foundation in machine learning algorithms.

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Bringing Together Data Intelligence and Evaluation Intelligence: Databricks Ventures Invests in Galileo

databricks

Our customers say their biggest challenge in getting Generative AI from pilot to production is the " measurement problem." It's hard to.

Data 119
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A Guide to Debugging Apache Airflow® DAGs

In Airflow, DAGs (your data pipelines) support nearly every use case. As these workflows grow in complexity and scale, efficiently identifying and resolving issues becomes a critical skill for every data engineer. This is a comprehensive guide with best practices and examples to debugging Airflow DAGs. You’ll learn how to: Create a standardized process for debugging to quickly diagnose errors in your DAGs Identify common issues with DAGs, tasks, and connections Distinguish between Airflow-relate

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How to Use Hugging Face Transformers for Text-to-Speech Applications

KDnuggets

To use Hugging Face Transformers for Text-to-Speech, load a pre-trained TTS model and input the text you want to convert to speech. The model will generate audio, which you can save or play directly.

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Data Migration to the Cloud: Benefits and Best Practices

Precisely

Key Takeaways: Cloud migration enhances agility, cuts operational costs, and helps you stay compliant with evolving regulations. Maintaining data integrity during cloud migration is essential to ensure reliable and high-quality data for better decision-making and future use in advanced applications. Partner with the right providers that offer both technical tools and expertise within your industry and use cases.

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Building a Cost-Optimized Chatbot with Semantic Caching

databricks

Chatbots are becoming valuable tools for businesses, helping to improve efficiency and support employees. By sifting through troves of company data and.

Building 105
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From Creativity to Analytics: Gen AI’s Future in Adtech and Martech

Snowflake

Adtech and martech companies are engaged in a fierce battle for audience attention. Customers are bombarded with thousands of ads and marketing messages every day, and the average attention span is plummeting, so it’s no wonder they tune out — or turn on ad blockers. But it’s not all doom and gloom. The global adtech market is expected to grow at a rate of 22.4% through 2030, and martech’s projected growth rate is 18.5% through 2032.

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Free AI-Powered Interview Preparation Tool by 365 Data Science

KDnuggets

InterviewAce is now available for free to all 365 Data Science users, marking a significant addition to the platform's suite of career development tools.

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Bloor InBrief Report

Striim

Learn why Striim was awarded Bloor's 2024 Gold Mutable Award for the data in motion category

Data 52
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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 an Assignment Algorithm - Episode 1 / 3 by Josh Warren

Scott Logic

Last year, our team was working on an app that organised conferences. Our most interesting mission, in my opinion, was to design and build an algorithm that assigned talks to attendees according to their choices. This algorithm would save organisers the time, human error and brain power required to ensure all attendees are fairly allocated. After having built and run our algorithm, we achieved results that improved the fairness of previously time-costly hand-calculated assignments by 30% (accord

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Unlock the Value of Sensitive Data with Differential Privacy

Snowflake

The Snowflake AI Data Cloud has democratized data for thousands of customers, removing data silos and powering data sharing and collaboration use cases. Many customers have been able to unlock enormous value from their data with Snowflake, including safely collaborating on sensitive data using Snowflake Data Clean Rooms and Data Governance features.