380 Stats/ML ideas | stat, null hypothesis, data science
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Stats/ML

388 Pins
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15 Sections
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6mo
michaelajanson
By
Mike Janson
Fine-tune Falcon-7B on Your GPU with TRL and QLoRa | by Benjamin Marie | Jun, 2023 | Medium
Transformer Text Embeddings | Baeldung on Computer Science
Hello Large Language Models. An Initial Foray into Bloom using… | by Jason Eden | Medium

LLM

3 Pins
Causal Inference for The Brave and True — Causal Inference for the Brave and True
Causal Inference for The Brave and True — Causal Inference for the Brave and True
Approximating Shapley Values for Machine Learning

Causal Inference

4 Pins
How to Do an EDA for Time-Series. Pandas-profiling time-series… | by Fabiana Clemente | Towards Data Science
Time Series Analysis by State Space Methods | Oxford Academic

Time Series

18 Pins
Predictive Analytics Marketing Strategy - Quantum Computing
Customer analytics: What it is and why it matters | SAS
Machine learning and data visualization for clickstream analysis | InfoWorld

Analytics

4 Pins
Cox Proportional-Hazards Model - Easy Guides - Wiki - STHDA
PySurvival logo
A Crash Course in Survival Analysis: Customer Churn (Part I) – Altis Consulting

Churn

7 Pins
How do I make 'stick plots' for wind vectors?
r - Stick Plot for wind speed and direction data in ggplot - Stack Overflow
Population Density Maps - Facebook Data for Good

GIS

3 Pins
XGBoost Algorithm: Long May She Reign! - Towards Data Science

Ensemble

1 Pin
Choosing your search relevance evaluation metric - OpenSource Connections
Machine Learning-Powered Search Ranking of Airbnb Experiences | by Mihajlo Grbovic | The Airbnb Tech Blog | Medium
Building Faster Indexing with Apache Kafka and Elasticsearch - DoorDash Engineering Blog

Recommendation

21 Pins
Linear model for One-Way ANOVA (cell-means and reference-coding) - Statistics with R
Generalised additive models (GAMs): an introduction – Environmental Computing
plot of chunk tut9.4aS1.3

Linear Models

5 Pins
When to Run Bandit Tests Instead of A/B/n Tests
How to Streamline A/B Tests with Bayesian Multi-Armed Bandit

Testing

24 Pins
probability theory - What is an example of a lambda-system that is not a sigma algebra? - Mathematics Stack Exchange

Probability

1 Pin
The Best GGPlot Themes You Should Know - Datanovia

R

1 Pin
y
Statpacking | Aditya Guntuboyina's Research Blog
Statistics 205A, Fall 2002. Jim Pitman

Cal

8 Pins
How to Become a Pure Mathematician (or Statistician)
In All Likelihood
Congdon’s

Books

7 Pins
Detailed Guide to Understand and Implement ResNets – CV-Tricks.com
Do we really need the Pooling layer in our CNN architecture? | by Parva Shah | Medium
Region of interest pooling explained

CNN

45 Pins