Data Science Chronicles
953 articles on models, math and shipping ML to production. Press/ to search, or explore by topic and year.
Polyglot data science promises the best tools for the job, but it often delivers reproducible nightmares. Here is how to build production-grade polyglot pipelines that actually survive execution.
Discover how Instacart is scaling hyper-personalized grocery recommendations by letting AI agents build, train, and deploy their own machine learning models.
Stop wasting compute on archaic lookalike models. Pretrained deep learning intent signals are rewriting the rules of programmatic bidding—discover how to integrate them today.
For decades, we accepted Python's sluggish loop performance as the tax we pay for readability. Not anymore. Edge Python running inside WebAssembly is rewriting the rules.
Tired of relying on fragile third-party frameworks? Here is the raw, unvarnished blueprint to building an autonomous AI agent from absolute scratch in Python.
Meta's chief AI scientist has 'zero concerns' about existential risk, but recent autonomous agent anomalies have everyone sweating. Let's break down the actual code, weights, and reality of modern LLM behavior.
When Python.com hits the domain market, it forces us to look past the syntax highlights and examine the brutal, capitalistic infrastructure underlying our digital world.
Traditional mobile DSP bidding relies on lagging user indicators and bloated feature stores. Discover how embedding pretrained deep learning intent signals slashes latency and supercharges ROAS.
Discover how Instacart is completely revolutionizing production machine learning pipelines by handing the steering wheel over to self-directed, agentic ML systems.
Discover how replacing legacy click-through-rate heuristics with massive pretrained deep learning intent signals is slashing cost-per-acquisition by 74% in real-time mobile bidding.
Discover Pyronaut, the radical new Python app framework running directly on the JVM, bridging two massive ecosystems without losing your sanity or your GIL.
Discover how pretrained deep learning intent signals are completely revolutionizing mobile Demand-Side Platforms, rendering traditional targeting obsolete.