matrix_OLS_NYU_notes.pdf
web.stanford.edu/~mrosenfe/soc_meth_proj3/matrix_OLS_NYU_notes.pdf
Jul 16, 2023
4

Causal Inference The Mixtape - 2 Probability and Regression Review
mixtape.scunning.com/02-probability_and_regression
Jul 16, 2023
20

Causal Inference The Mixtape - 1 Introduction
mixtape.scunning.com/01-introduction
Jul 15, 2023
5

01 - Introduction To Causality — Causal Inference for the Brave and True
matheusfacure.github.io/python-causality-handbook/01-Introduction-To-Causality.html
Jul 15, 2023
5

Key Challenges with Quasi Experiments at Netflix
netflixtechblog.com/key-challenges-with-quasi-experiments-at-netflix-89b4f234b852
Jul 14, 2023
3

Cluster randomized trials with a small number of clusters: which analyses should be used?
academic.oup.com/ije/article/47/1/321/4091562
Jul 14, 2023
2

Key considerations for designing, conducting and analysing a cluster randomized trial
academic.oup.com/ije/advance-article/doi/10.1093/ije/dyad064/7172835
Jul 14, 2023
1

Essential Ingredients and Innovations in the Design and Analysis of Group-Randomized Trials
www.annualreviews.org/doi/full/10.1146/annurev-publhealth-040119-094027
Jul 14, 2023
6
D:\df\tex\mlesan.dvi - mlesan.pdf
www.stat.berkeley.edu/~census/mlesan.pdf
Jul 14, 2023
5

Getting Started with Generalized Estimating Equations | University of Virginia Library Research Data Services + Sciences
data.library.virginia.edu/getting-started-with-generalized-estimating-equations/
Jul 14, 2023
10

Analysis of cluster randomised trials with an assessment of outcome at baseline
www.bmj.com/content/360/bmj.k1121
Jul 13, 2023
4

Cluster-Randomized Studies: Part 25 of a Series on Evaluating Scientific Publications
www.ncbi.nlm.nih.gov/pmc/articles/PMC5881078/
Jul 13, 2023
2

Quasi Experimentation at Netflix
netflixtechblog.com/quasi-experimentation-at-netflix-566b57d2e362
Jul 13, 2023
3

About Causal ML — causalml documentation
causalml.readthedocs.io/en/latest/about.html
Jul 12, 2023

Causal Inference for The Brave and True — Causal Inference for the Brave and True
matheusfacure.github.io/python-causality-handbook/landing-page.html
Jul 12, 2023
1

Proven Netflix Data Scientist interview guide (2023)
prepfully.com/interview-guides/netflix-data-scientist
Jul 12, 2023
2
journals.sagepub.com/doi/pdf/10.1177/1536867X0400400205
Jul 12, 2023

Delta Method: Definition
www.statisticshowto.com/delta-method-definition/
Jul 12, 2023
1

A Quick Uplift Modeling Introduction
towardsdatascience.com/a-quick-uplift-modeling-introduction-6e14de32bfe0
Jul 10, 2023
5
Streaming Video Experimentation at Netflix: Visualizing Practical and Statistical Significance
netflixtechblog.com/streaming-video-experimentation-at-netflix-visualizing-practical-and-statistical-significance-7117420f4e9a
Jul 9, 2023
7
Experimentation is a major focus of Data Science across Netflix
netflixtechblog.com/experimentation-is-a-major-focus-of-data-science-across-netflix-f67923f8e985
Jul 9, 2023
2

Netflix Research
research.netflix.com/research-area/experimentation-and-causal-inference
Jul 9, 2023
1

A Day in the Life of an Experimentation and Causal Inference Scientist @ Netflix
netflixtechblog.com/a-day-in-the-life-of-an-experimentation-and-causal-inference-scientist-netflix-388edfb77d21
Jul 8, 2023
5
arxiv.org/pdf/1904.07272.pdf
Jul 8, 2023
Multi-armed Bandits: an alternative to A/B testing
medium.com/@brunonishimoto/multi-armed-bandits-an-alternative-to-a-b-testing-8acce8e12549
Jul 8, 2023
7

What is Multi-Armed Bandit(MAB) Testing? | VWO
vwo.com/blog/multi-armed-bandit-algorithm/
Jul 8, 2023
4

Matrix Completion for Causal Models
causalinf.substack.com/p/matrix-completion-for-causal-models
Jun 29, 2023
9
1710.10251.pdf
arxiv.org/pdf/1710.10251.pdf
Jun 29, 2023
1

Did Facebook Hurt Our Mental Health? Probably
causalinf.substack.com/p/did-facebook-hurt-our-mental-health
Jun 29, 2023
1

jobs.netflix.com/culture?lang=English
Jun 26, 2023
14
jobs.netflix.com/candidateprivacy
Jun 26, 2023
2
Netflix - Overview - Long-Term View
ir.netflix.net/ir-overview/long-term-view/default.aspx
Jun 24, 2023

Understanding and Coding the Self-Attention Mechanism of Large Language Models From Scratch
sebastianraschka.com/blog/2023/self-attention-from-scratch.html
May 31, 2023
3

Transformers from Scratch
e2eml.school/transformers.html
May 31, 2023
763

The Illustrated Transformer
jalammar.github.io/illustrated-transformer/
May 26, 2023
1

Transformer Architecture: The Positional Encoding - Amirhossein Kazemnejad's Blog
kazemnejad.com/blog/transformer_architecture_positional_encoding/
May 26, 2023
1
A.pdf
web.stanford.edu/~jurafsky/slp3/A.pdf
Mar 8, 2023
1

Tutorial — hmmlearn 0.2.8.post29+gba62fed documentation
hmmlearn.readthedocs.io/en/latest/tutorial.html
Mar 6, 2023
1

Logistic Regression with PyTorch
towardsdatascience.com/logistic-regression-with-pytorch-3c8bbea594be
Mar 6, 2023
1

Study Note: Comparing Logistic Regression, LDA, QDA, and KNN
nancyyanyu.github.io/posts/6084c2b2/
Mar 3, 2023
1

A Deep Markov Model for Clickstream Analytics in Online Shopping
dl.acm.org/doi/fullHtml/10.1145/3485447.3512027
Feb 25, 2023
45

Deep Learning Optimizers
towardsdatascience.com/deep-learning-optimizers-436171c9e23f
Feb 23, 2023
8

Linear Discriminant Analysis
sebastianraschka.com/Articles/2014_python_lda.html
Feb 21, 2023
1

Machine Learning Models | Descriptive & Generative ML Models
www.analyticsvidhya.com/blog/2021/07/deep-understanding-of-discriminative-and-generative-models-in-machine-learning/
Feb 21, 2023
6

Teaching Your Own Kids To Ski: 5 Critical Skills To Teach
skiingkids.com/teaching-your-own-kids-to-ski/
Feb 16, 2023
18

7 Best Kids Ski Harnesses, Proper Use + HARNESS WARNING!
skiingkids.com/best-kids-ski-harnesses/
Feb 16, 2023
4

Linear Discriminant Analysis, Explained
towardsdatascience.com/linear-discriminant-analysis-explained-f88be6c1e00b
Feb 16, 2023
1

14.3 - Discriminant Analysis | STAT 555
online.stat.psu.edu/stat555/node/101/
Feb 16, 2023
5

Discriminant Analysis Essentials in R - Articles - STHDA
www.sthda.com/english/articles/36-classification-methods-essentials/146-discriminant-analysis-essentials-in-r/
Feb 16, 2023
6

ML | Linear Discriminant Analysis - GeeksforGeeks
www.geeksforgeeks.org/ml-linear-discriminant-analysis/
Feb 15, 2023
2
Bayesian Inference and Transformers
towardsdatascience.com/bayesian-inference-and-transformers-3dc473ac1af2
Feb 14, 2023
4