Fri.Sep 13, 2024

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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 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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A Beginner’s Guide to ClickHouse Database

KDnuggets

Learn how to install ClickHouse DBMS, create a database, and run SQL queries using native and Python clients.

Database 126
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Data News — Week 24.37

Christophe Blefari

Back to work ( credits ) Hey you, can you believe it's already September? This year has been flying. It feels like I just blinked, and here we are. In August, I've been focusing mainly on my next big journey—if you follow me on LinkedIn, you might have caught a sneak peek! I'll be making a full announcement next week. I want to take the time to explain my thought process and ideas behind it.

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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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Implementing Multimodal Models with Hugging Face Transformers

KDnuggets

Learn to use the advanced models from Hugging Face.

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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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Leveraging Azure IoT for Machine Health

RandomTrees

The health and efficiency of machines are a priority in the rapidly evolving industrial world today. With more industries now relying heavily on complicated machinery, there has been an increasing need for effective monitoring and maintenance strategies over time. One of the most exciting solutions to this problem entails deploying Azure IoT monitoring devices to monitor machine health.

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Evolving with AI from Traditional Testing to Model Evaluation I by Shikha Nandal

Scott Logic

Machine learning (ML) is no longer just a concept for the future, it is now a vital part of many everyday applications. From personalised recommendations on streaming services and self-driving cars to detecting fraud in banking and advancements in healthcare, ML is changing the way industries work. For a test engineer, the increasing use of ML brings new challenges and opportunities.

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Top 5 Kafka Tools for Data Engineers in 2024

Hevo

As the dependency on high-quality, real-time data availability increases, the need for event/data streaming tools becomes increasingly crucial. Apache Kafka has become one of the most trending event streaming platforms, and its popularity has led to wide organizational acceptance in various functions related to large-scale real-time data streams.

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Hevo vs Matillion: 6 Key Comparisons You Should Know

Hevo

Every business based on data-driven insights in the modern data ecosystem needs effective ETL tools. Your choice of ETL will go a long way in affecting the efficiency, speed, and cost of your data operations.

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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.