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Daily Dose of Data Science

Avi Chawla, Akshay Pachaar

A free newsletter for continuous learning about data science and ML, lesser-known techniques, and how to apply them in 2 minutes. We keep things no-fluff. Join 100,000+ data scientists from top companies like Google, NVIDIA, Microsoft, Uber, etc.

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Substack
PricingOnly free issuesPublishesDaily
Issues1260Founded4 years agoLast Issue2 days ago
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Latest Issues

Proximal Policy Optimization in RL

The strategy layer most AI engineers never see

95% of enterprise AI projects fail to deliver, and the technology is rarely the problem.

Governance gaps, an inability to justify ROI to finance, and deployment patterns that weren’t buil...

2 days ago
8

Schema Guided Agent Memory for Production Agents

The less your model thinks, the better it codes.

The entire reasoning model space has been moving in one direction, emphasizing more thinking tokens, longer chains, and bigger reasoning budgets.

Kimi just challenged that.

K2.7 Code s...

4 days ago
8

The 8 Layer Engineering Behind a Production AI Systems

Building inside the lines with Claude Fable 5

We spent a morning with Claude Fable 5, and it left us thinking about one thing, i.e., what an agent is allowed to do while it runs on its own.

Fable 5 runs for hours, holds a goal for day...

5 days ago
8

Training an LLM to Generate Reliable Structured Output

CMU’s new study is a must-read for coding agent users.

They tracked 807 GitHub repos that adopted Cursor.

Each was matched against a similar repo that did not, so the difference reflects the agent, not the project.

In the first month...

6 days ago
5

Loop Engineering: Design the System That Prompts Agents

Strands Agents

Your first agent: running in a few lines of code.

Your production agent: the same lines of code, scaled.

Strands grows with your use case, from a local prototype to a deployed system handling real workloads, without a...

7 days ago
8

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Authors

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  • Avi Chawla

    My daily posts make data science less intimidating. Sharing untold observations on Data Science in a minute-long daily newsletter.

  • Akshay Pachaar
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