List: Machine Learning 🤖 | Curated by Eyal Kazin PhD

Mar 6, 2025
45 stories
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Machine Learning 🤖
In
Towards AI
by
Youssef Hosni
How to Read Machine Learning Papers EffectivelyThe field of machine and deep learning is evolving very fast, and there are new research outputs every day. Therefore you will need to read…
Oct 9, 2022
18
Oct 9, 2022
18
In
TDS Archive
by
Thomas A Dorfer
Ten Years of AI in ReviewFrom image classification to chatbot therapy
May 23, 2023
12
May 23, 2023
12
In
TDS Archive
by
Satoru Hayasaka
How Many Clusters?Methods for choosing the right number of clusters
Feb 11, 2022
1
Feb 11, 2022
1
Tarek Amr
When to use Survival Analysis instead of Regression?“And what is a Survival function?”, I heard you asking
Mar 14, 2024
9
Mar 14, 2024
9
In
AI Advances
by
Muhammad Saad Uddin
Why Python 3.13 Release Could Be a Game Changer for AI and MLDiscover How It Will Transform ML and AI Dynamics
Oct 11, 2024
25
Oct 11, 2024
25
In
Intuitively and Exhaustively Explained
by
Daniel Warfield
DeepSeek-R1 — Intuitively and Exhaustively ExplainedAn “Aha” moment in Artificial Intelligence
Feb 4
5
Feb 4
5
In
Intuitively and Exhaustively Explained
by
Daniel Warfield
Neural Networks — Intuitively and Exhaustively ExplainedAn in-depth exploration of the most fundamental architecture in modern AI.
Feb 3
5
Feb 3
5
Tim Hanewich
How I trained a Neural Network to Play Tetris Using Reinforcement LearningOver the Christmas/New Year holiday break of December 2024, I learned and applied Q-Learning, a form of Reinforcement Learning to train a…
Dec 30, 2024
4
Dec 30, 2024
4
In
TDS Archive
by
Bilal Ahmed
How Neural Networks Learn: A Probabilistic ViewpointUnderstanding Loss Functions in Training Neural Networks
Dec 26, 2024
1
Dec 26, 2024
1
In
TDS Archive
by
Shuai Guo, PhD
Physics-Informed Neural Networks: An Application-Centric GuideA comprehensive overview of PINN’s real-world success stories
Feb 9, 2024
7
Feb 9, 2024
7
In
TDS Archive
by
Cristian Leo
The Math Behind Neural NetworksDive into Neural Networks, the backbone of modern AI, understand its mathematics, implement it from scratch, and explore its applications
Mar 29, 2024
25
Mar 29, 2024
25
In
AI Advances
by
Tim Urista | Senior Cloud Engineer
Breaking the Context Barrier: How Neural Memory Models Are Revolutionizing AI’s UnderstandingThe explosion of large language models has brought unprecedented capabilities to AI systems, yet they still struggle with a fundamental…
Dec 18, 2024
5
Dec 18, 2024
5
In
TDS Archive
by
Theo Wolf
Gaussian Processes from ScratchGain a deeper understanding of Gaussian processes by implementing them with only NumPy
Jan 6, 2024
4
Jan 6, 2024
4
In
TDS Archive
by
Nikos Kafritsas
TSMixer: Google’s Innovative Deep Learning Forecasting ModelCombining lightweight design with high forecasting accuracy
Dec 12, 2024
5
Dec 12, 2024
5
In
TDS Archive
by
Louis Chan
SHAP: Explain Any Machine Learning Model in PythonYour Comprehensive Guide to SHAP, TreeSHAP, and DeepSHAP
Jan 11, 2023
3
Jan 11, 2023
3
In
TDS Archive
by
Tomer Gabay
It’s a Mistake to Trust the Best Model of a GridSearchCVExplained through four examples where the “best model” isn’t actually the best model
Jan 4, 2023
5
Jan 4, 2023
5
In
TDS Archive
by
Farzad Nobar
Hyperparameter Optimization — Intro and Implementation of Grid Search, Random Search and Bayesian…Most common hyperparameter optimization methodologies to boost machine learning outcomes.
Mar 13, 2023
Mar 13, 2023
In
TDS Archive
by
Meghan Heintz
AlphaFold 2 Through the Context of BERTUnderstanding AI applications in bio for machine learning engineers
Oct 7, 2024
Oct 7, 2024
John Vastola
10 Must-Know Machine Learning Algorithms for Data ScientistsMachine learning is the science of getting computers to act without being explicitly programmed.” — Andrew Ng
Dec 6, 2022
27
Dec 6, 2022
27
Cassie Kozyrkov
What are: Embeddings? Vector Databases? Vector Search? k-NN? ANN?A simple explainer to debuzz these AI buzzwords
Feb 2, 2024
16
Feb 2, 2024
16