A Guide to Deploying Machine Learning Models to Production
KDnuggets
JANUARY 23, 2025
Lets learn how to move your model from development into production.
KDnuggets
JANUARY 23, 2025
Lets learn how to move your model from development into production.
Waitingforcode
JANUARY 23, 2025
Even though Apache Spark SQL provides an API for structured data, the framework sometimes behaves unexpectedly. It's the case of an insertInto operation that can even lead to some data quality issues. Why? Let's try to understand in this short article.
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KDnuggets
JANUARY 23, 2025
Learn these 3 simple (but lengthy) steps that you need to take before applying for jobs.
Ascend.io
JANUARY 23, 2025
Data teams are under more pressure than ever before, with demands skyrocketing and technology outpacing teams ability to adapt. Understanding how your team stacks up against these challenges is crucialit could mean the difference between leading the charge and falling behind. Over the past five years, Ascend.io has conducted the industry-wide Pulse Survey to capture the current state of data teams.
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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
Snowflake
JANUARY 23, 2025
AI is proving that its here to stay. While 2023 brought wonder and 2024 saw widespread experimentation, 2025 will be the year that the public sector gets serious about AI's applications. But its complicated: AI proofs of concept are graduating from the sandbox to production, just as some of AIs biggest cheerleaders are turning a bit dour. How to navigate such a landscape is top of mind for me and top executives such as Snowflakes CEO, Sridhar Ramaswamy; Snowflakes Distinguished AI Engineer, Yuxi
Precisely
JANUARY 23, 2025
The 2025 Outlook: Data Integrity Trends and Insights report is here! What are the latest data integrity trends you need to know about? How does your data program compare to your peers? Find out in the report, published in partnership between Precisely and Drexel Universitys LeBow College of Business. This years report is filled with actionable strategic insights from over 550 leading data and analytics professionals worldwide and its going to be an essential resource as you plan your 2025 data
Data Engineering Digest brings together the best content for data engineering professionals from the widest variety of industry thought leaders.
dbt Developer Hub
JANUARY 23, 2025
You ever wonder whats really going on in your database when you fire off a (perfect, efficient, full-of-insight) SQL query to your database? OK, probably not . Your personal tastes aside, weve been talking a lot about SQL Comprehension tools at dbt Labs in the wake of our acquisition of SDF Labs, and think that the community would benefit if we included them in the conversation too!
Monte Carlo
JANUARY 23, 2025
Here’s a thing people say all the time: Bad data costs businesses millions of dollars. This is usually followed by an earnest pitch for data quality governance – you know, the whole apparatus of rules and systems meant to keep your data clean and trustworthy. The logic goes something like: messy data lost money need governance problem solved.
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