Daily Dose of Data Science

Daily Dose of Data Science Newsletter

Daily no-fluff issues that help you succeed and stay relevant in ML/DS roles. Join 110,000+ data professionals and get a free PDF (530+ pages) with 150+ core DS/ML lessons.

Corrective RAG Agentic Workflow

LLMs Mar 15, 2025 • 3 min read

Corrective RAG Agentic Workflow

...explained visually and implemented.

Visual Guide to Model Context Protocol (MCP)

LLMs Mar 15, 2025 • 5 min read

Visual Guide to Model Context Protocol (MCP)

...and understanding API vs. MCP.

[Hands-on] Multimodal RAG using DeepSeek's Janus

LLMs Mar 14, 2025 • 4 min read

[Hands-on] Multimodal RAG using DeepSeek's Janus

100% Local.

FireDucks with Seaborn

Pandas Mar 13, 2025 • 3 min read

FireDucks with Seaborn

Speed + Seamless third-party integration.

Build a Reasoning Model Like DeepSeek-R1

LLMs Mar 12, 2025 • 4 min read

Build a Reasoning Model Like DeepSeek-R1

100% locally.

[Hands-on] RAG over audio files

LLMs Mar 4, 2025 • 3 min read

[Hands-on] RAG over audio files

...using AssemblyAI and DeepSeek-R1

Transfer Learning, Fine-tuning, Multitask Learning and Federated Learning

LLMs Mar 3, 2025 • 5 min read

Transfer Learning, Fine-tuning, Multitask Learning and Federated Learning

Four critical model training paradigms that you MUST know for real-world ML modelling.

Transformer vs. Mixture of Experts in LLMs

LLMs Feb 27, 2025 • 4 min read

Transformer vs. Mixture of Experts in LLMs

A popular interview question.

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