Article Recommendations

How We Migrated Our Data Warehouse from Snowflake to DuckDB

Snowflake is great but sometimes a team needs to roll their own solution and this piece does a great job presenting an open source alternative in DuckDB. It presents the classic tradeoff of ease of use versus costs (at least in the open source software space). In either situation I'm sure I'd find a way to give our CTO heart attacks sending him fake screenshots of dropped database commands. - John Forstmeier

AI Copilots Are Changing How Coding Is Taught

It is interesting to consider the effect of AI tools like Copilot on students learning to program. I agree that in theory, these tools take the focus off of syntax and free up capacity to focus on problem solving instead. That being said, I am skeptical about relying heavily on things like Copilot, particularly when you are trying to learn a new language. I think these tools are great for once you are beyond the point of trying to learn the language, but should not be used a crutch or substitute for learning in the first place - Wes Poulsen

Amazon, Meta-Backed Scale AI Raises $1B, Boosting Value to $13.8B

The article on Scale AI raising $1 billion and reaching a valuation of $13.8 billion is significant for the data science community as it underscores the industry's growth and investor confidence, particularly from major players like Amazon and Meta. Scale’s advancements in data annotation and AI training tools directly impact the capabilities available to data scientists. Such funding boosts often lead to strategic partnerships, technological innovations, and new career opportunities, influencing the broader AI and data science landscape. - Johnathan Rodriguez

Data Engineering, Redefined

Data titles have always been interesting to me since I joined the data space. Bernd offers an interesting perspective in this article on why he thinks data engineering should be redefined. - Steven Johnson

Podcast Recommendations

Data Skeptic - June 28, 2024 - Analysis of Unstructured Data

Robbie Moon from the Georgia Tech Scheller College of Business discusses using natural language processing to analyze financial disclosures and predict stock performance. He covers techniques like sentiment analysis and machine learning models to classify text.

DataFramed - July 02, 2024 - The Future of Programming: Accelerating Coding Workflows with LLMs

This podcast episode covers everything you need to know about getting a job in AI in 2024, from the skills required to practical strategies for success. With perspectives from AI experts in both technical and business roles, it's a must-listen for anyone interested in joining the AI job market.