Prediction, Generation, or Inference? Matching Your Goal to the Right Data Tool
Author(s): Bushra Anjum, Ph.D. Originally published on Towards AI. Large Language Models (LLMs) are making headlines every day. At the same time, traditional machine learning (ML) and statistical methods are firmly holding their ground and continue to be used widely. So, which …
Driving AI Strategy with Your DevEx Survey: A Practical Guide
Author(s): Bushra Anjum, Ph.D. Originally published on Towards AI. For many startups and small companies, the adoption of AI tools in software development is not occurring through a top-down strategic plan. Instead, it’s mostly organic, developer-led exploration, with individual contributors using tools …
The Modern Data Toolbox: Combining LLMs, ML, and Statistics for Greater Impact
Author(s): Bushra Anjum, Ph.D. Originally published on Towards AI. Co-written with Anna Ransbotham-Cole Matching the Tool to the Task A Quick Recap In our previous article, we focused on the strengths of Large Language Models (LLMs), traditional Machine Learning (ML), and statistical …
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