This rubric covers the use of statistical tools working on large datasets to create models and derive inferences, as well as coverage of the field in its entirety. This differs from machine learning primarily in that the latter focuses on functional gradient analysis or neural networks (kernels) to derive models.
The SaaS market is well established, with revenues predicted to top $282 billion this year, and strong annual growth expected to continue. This puts the… Read More »Evaluating the impact of data analytics on user experience design in SaaS platforms
“Our goal is to redefine the interaction between technology and personal data. We envision an AI that is not just a tool used by the masses but an extension of the individual, respecting their privacy and enhancing their autonomy.” -Reza Rassool
Metadata management is critical to data lake architecture, ensuring that data is well-organized, easily discoverable, and effectively utilized. As data lakes store vast amounts of… Read More »Metadata management in data lakes
Data engineers are professionals who specialize in designing, implementing, and managing the systems and processes that transform raw data into usable and trusted information. They… Read More »How long does it take to master data engineering?
For our 4th episode of the AI Think Tank Podcast, we explored cybersecurity and artificial intelligence with the insights of Tim Rohrbaugh, an expert whose career has traversed the Navy to the forefront of commercial cybersecurity. The discussion focused on the strategic deployment of AI in cybersecurity, highlighting the use of open-source models and the benefits of local deployment to secure data effectively.
Roundtable Discussion with Rebecca Bultsma and Ahmad Jawad In the latest episode of the AI Think Tank Podcast, we ventured into the rapidly evolving intersection… Read More »Implementing AI in K-12 education
Presentation and discussion with Suman Aluru and Caleb Stevens In the latest episode of the “AI Think Tank Podcast,” I had the pleasure of hosting… Read More »Retrieval augmented fine-tuning and data integrations
Window functions are an advanced feature of SQL that provides powerful tools for detailed data analysis and manipulation without grouping data into single output rows,… Read More »Using window functions for advanced data analysis
Interview with Gerry Chng In our very first public episode of AI Think Tank Podcast, I had the pleasure of hosting Gerry Chng, live from… Read More »Human-centric AI through better transparency and disclosure
Image by Steve Buissinne on Pixabay Lowest common denominator (LCD) data science is the unthinking variety of data science that doesn’t question the prevailing wisdom… Read More »Ways LCD data science undermines more thoughtful approaches to AI
