talk-data.com
Activities & events
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Optimize first, parallelize second: a better path to faster data processing
2025-11-20 · 08:30
You’re processing a large amount of data with Python, and your code is too slow. One obvious way to getting faster results is adding multithreading or multiprocessing, so you can use multiple CPU cores. Unfortunately, switching straight to parallelism is almost always premature, often unnecessary, and sometimes impossible. |
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Product Development: When and How to Build an AI Agent
2025-11-20 · 07:15
AI technologies are disrupting how we solve problems. For many companies including ours, we need to learn how to weave AI solutions into our problem space in a seamless way. This is the classic product development principle: first identifying a problem statement then using appropriate technologies to address the challenges. Without discipline, the AI hype often pushes us to do the opposite, forcefully embedding AI into a problem. |
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