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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
Issues1307Founded4 years agoLast Issue6 days ago
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Latest Issues

How to Query Billion+ Rows on Postgres Without the Overhead

In today’s newsletter:

  • How to query billion+ rows on postgres without overhead.

  • ​Cross-model KV cache transfer in LLM families​.


How to query billion+ rows on postgres without the overhead

Robert Cepa’s team at Clo...

6 days ago
8

A 10-week Roadmap to Run LLMs in Production

In today’s newsletter:

  • ReAct vs Plan-and-Act pattern in agents.

  • A 10-week roadmap to run LLMs in production.

  • Phases of ML modeling.


ReAct vs Plan-and-Act Pattern in Agents

Every wrong turn a ReAct agent takes...

6 days ago
14

[Hands-on] Build Semantic Search Inside Your Database Without an Embedding Pipeline

In today’s newsletter:

  • ​Build a semantic search inside your database without an embedding pipeline.

  • 8 LLM precision formats.

  • ​6 memory optimization techniques for Agentic systems.


[Hands-on] Build semantic sear...

8 days ago
8

The Missing Piece of Agent Self-Improvement

Postgres for time-series workloads at any scale

Most databases that need both fast ingest and fast analytical queries end up split across two systems.

One table for writes, another for reads, and a pipeline stitching them together th...

10 days ago
15

[Hands-on] How to Serve 5 Models On One GPU

Small models are changing how AI systems are built.

Production AI systems are moving from a single large model doing everything to several smaller models, each doing one job.

One parses the document, the next extracts fields, a third rera...

10 days ago
11

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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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