intuitions behind Data Science – Details, episodes & analysis

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intuitions behind Data Science

Ashay Javadekar

Science

Frequency: 1 episode/2d. Total Eps: 18

No math, no equations, just intuitions behind Data Science.

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Apple

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Apple Podcasts

🇬🇧 Great Britain - mathematics
14/08/2025
#49
🇩🇪 Germany - mathematics
14/08/2025
#31
🇺🇸 USA - mathematics
14/08/2025
#45
🇫🇷 France - mathematics
14/08/2025
#12
🇬🇧 Great Britain - mathematics
13/08/2025
#49
🇩🇪 Germany - mathematics
13/08/2025
#29
🇺🇸 USA - mathematics
13/08/2025
#38
🇫🇷 France - mathematics
13/08/2025
#11
🇬🇧 Great Britain - mathematics
12/08/2025
#49
🇩🇪 Germany - mathematics
12/08/2025
#29

Spotify

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Score global : 28%

Publication history

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Loss Function

lundi 13 décembre 2021 • Duration 06:13

The intuition behind loss function

Central Limit Theorem

samedi 4 décembre 2021 • Duration 05:21

A quick introduction to central limit theorem and why it helps data analysis

Ground Truths in Data Science

mardi 16 novembre 2021 • Duration 08:19

What is a population and what is a sample? What exactly do we want to do with them?

Thoughts on Machine Learning

mardi 16 novembre 2021 • Duration 06:23

What is Machine Learning? What are supervised and unsupervised machine learning methods?

Cosine Similarity

vendredi 12 novembre 2021 • Duration 08:46

What is cosine similarity in multidimensional data?

Principal Component Analysis

jeudi 11 novembre 2021 • Duration 10:46

What is PCA and what does it do?

Latent Features

mardi 9 novembre 2021 • Duration 10:29

Intuition behind latent features in singular value decomposition

Recommendation Systems Using Content

lundi 8 novembre 2021 • Duration 08:15

Building recommendation systems using content - features of users and items

Recommendation Systems Using Observed Data

jeudi 4 novembre 2021 • Duration 09:49

Building recommendation systems using observed interaction data

Recommendation Systems

jeudi 4 novembre 2021 • Duration 06:53

Why are recommendation systems important and how they are built?

intuitions behind Data Science – Details, episodes & analysis

Podcast details

Recent rankings

Apple Podcasts

Spotify

Shared links between episodes and podcasts

RSS feed quality and score

Publication history

Latest published episodes

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