List: 🤖 ML | Curated by Paul Iusztin

Mar 2, 2023
20 stories
4 saves
🤖 ML
In
Drop Engineering
by
Grace Tenorio
Building a Recommender System Using EmbeddingsAt the core of the Drop ecosystem are two key entities: our members and our partner brands. Our focus at Drop is to provide both with …
Jul 31, 2019
6
Jul 31, 2019
6
In
TDS Archive
by
Eyal Trabelsi
Comprehensive Guide To Approximate Nearest Neighbors AlgorithmsSearch In Practice- Approximate Nearest Neighbors
Feb 14, 2020
9
Feb 14, 2020
9
In
TDS Archive
by
Benjamin Wang
Matrix Factorization in Recommender Systemsgentle intro into Matrix Factorization (MF) techniques in Recommender Systems (RS). Including FunkSVD , SVD++, and NMF.
Jan 5, 2021
1
Jan 5, 2021
1
In
TDS Archive
by
Piotr Skalski
Deep Dive into Math Behind Deep NetworksMysteries of Neural Networks Part I
Aug 17, 2018
24
Aug 17, 2018
24
In
TDS Archive
by
Vatsal
Recommendation System — Matrix Factorization (SVD) ExplainedBuild a Recommender System Pipeline using Latent Factor Recommendations (SVD)
May 23, 2022
May 23, 2022
In
TDS Archive
by
Vatsal
Word2Vec ExplainedExplaining the Intuition of Word2Vec & Implementing it in Python
Jul 29, 2021
10
Jul 29, 2021
10
In
TDS Archive
by
Houtao Deng
Recommender Systems in PracticeHow companies make online recommendations
Feb 13, 2019
6
Feb 13, 2019
6
In
TDS Archive
by
Abhijit Roy
Introduction To Recommender Systems- 2: Deep Neural Network Based Recommendation SystemsHow Deep Learning is used in Recommendation systems?
Jul 31, 2020
1
Jul 31, 2020
1
In
The Startup
by
Shaw Talebi
The Fast-Fourier Transform (FFT)With a teaspoon of intuition
Dec 4, 2020
1
Dec 4, 2020
1
In
Booking.com Data Science
by
Lucas Bernardi
Don’t be tricked by the Hashing TrickIn Machine Learning, the Hashing Trick is a technique to encode categorical features. It’s been gaining popularity lately after being…
Jan 10, 2018
7
Jan 10, 2018
7
In
TDS Archive
by
Samuele Mazzanti
Using Causal ML Instead of A/B TestingIn complex environments, Causal ML is a powerful tool because it is more flexible than A/B Testing, and it doesn’t require strong…
Nov 29, 2022
17
Nov 29, 2022
17
In
TDS Archive
by
Terence Shin, MSc, MBA
The 5 Best Data Science Books You Should Read in 2022Here are the best data science books that I love
Apr 7, 2022
8
Apr 7, 2022
8
In
TDS Archive
by
Samuele Mazzanti
Data Scientists Need to Know Just One Statistical TestAfter you read this, you will be able to test any possible statistical hypothesis. With a unique algorithm.
Jun 30, 2022
21
Jun 30, 2022
21
In
TDS Archive
by
Edward Ma
Manage your Data Science project structure in early stage.Jupyter Notebook (or Colab, databrisk’s notebook etc) provide a very efficient way for building a project in a short time. We can create…
Sep 22, 2018
4
Sep 22, 2018
4
In
TDS Archive
by
Cornellius Yudha Wijaya
5 Feature Selection Method from Scikit-Learn you should knowImprove your performance by selecting only the most important features
Mar 8, 2021
1
Mar 8, 2021
1
In
TDS Archive
by
Cornellius Yudha Wijaya
4 Python Packages to Create Interactive DashboardsUse these packages to improve your data science project
May 27, 2022
5
May 27, 2022
5
In
TDS Archive
by
Cornellius Yudha Wijaya
3 Python Packages for Interactive Data AnalysisExplore data in a more interactive way
Jun 6, 2022
2
Jun 6, 2022
2
Sagarnil Das
A Powerful No Code Forecasting Tool That Will Change Your LifeAnd which is free for life.
Apr 19, 2022
1
Apr 19, 2022
1
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In
Cloudcraftz
by
Neelakash Chatterjee
Portfolio Trading using PyPortfolioOptHello readers, I’m back with our most beloved finance series . Today we are going to see how to trade a portfolio of stocks using a very…
Mar 27, 2022
6
Mar 27, 2022
6