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Towards Data Science
Your home for data science. A Medium publication sharing concepts, ideas and codes.
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Simple Model Retraining Automation via GitHub Actions
Simple Model Retraining Automation via GitHub Actions
Easily streamline your modelling process with the GitHub Actions.
Cornellius Yudha Wijaya
Jun 15
Deep Reinforcement Learning: Toward Integrated and Unified AI
Deep Reinforcement Learning: Toward Integrated and Unified AI
Can AI provide a lens on human intelligence?
Stephanie Shen
Jun 14
Latest
Erasing Clouds from Satellite Imagery Using GANs (Generative Adversarial Networks)
Erasing Clouds from Satellite Imagery Using GANs (Generative Adversarial Networks)
Building GANs from scratch in python
Aleksei Rozanov
Jun 14
GPT from Scratch with MLX
GPT from Scratch with MLX
Define and train GPT-2 on your MacBook
Pranav Jadhav
Jun 14
Graph Visualization: 7 Steps from Easy to Advanced
Graph Visualization: 7 Steps from Easy to Advanced
Making visualization with Python, NetworkX, and D3.JS
Dmitrii Eliuseev
Jun 14
Gated Recurrent Units (GRU) — Improving RNNs
Gated Recurrent Units (GRU) — Improving RNNs
Explaining how Gated Recurrent Neural Networks work
Egor Howell
Jun 14
Understanding Buffer of Thoughts (BoT) — Reasoning with Large Language Models
Understanding Buffer of Thoughts (BoT) — Reasoning with Large Language Models
New prompt engineering tool for complex reasoning, compared with Chain of thought (CoT) and Tree of Thought (ToT)
Hesam Sheikh
Jun 14
Mapping the Pokémon World: A Network Analysis of Habitat-Based Encounters
Mapping the Pokémon World: A Network Analysis of Habitat-Based Encounters
An introduction to Network Analysis in Python, along with a practical example using Pokemon data from the PokeApi
Jacob Ingle
Jun 14
Welch’s t-Test: The Reliable Way to Compare 2 Population Means with Unequal Variances
Welch’s t-Test: The Reliable Way to Compare 2 Population Means with Unequal Variances
Discover why Welch’s t-Test is the go-to method for accurate statistical comparison, even when variances differ.
Vito Rihaldijiran
Jun 14
CUDA for AI — Intuitively and Exhaustively Explained
CUDA for AI — Intuitively and Exhaustively Explained
Parallelized AI from scratch in CUDA
Daniel Warfield
Jun 14
How I’d Become a Data Scientist (If I Had to Start Over)
How I’d Become a Data Scientist (If I Had to Start Over)
Roadmap and tips on how to land a job in data science
Egor Howell
Jun 13
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