Data Talks

Using GPT to learn Data Science

Future Topics

Send Me Your Notebooks!

Real Life IV Examples

IV Example

IV Proof

4 Types Of Patients

Instrumental Variables

As If Random

Other Causal Inference Tools

Model Misspecification

Parametric G Formula

Time Series Bootstrap - Statistical Inference

Distributions&Chance - Statistical Inference

Distributions - Statistical Inference

Selection Bias Example 2

Seaborn Setup

Jointplot - Seaborn

Openai Codex Writes Simple Python - With Some Help ;)

Heatmap - Seaborn

Sequential Model - Keras

Python pandas—Apply—Student Alcohol Consumption

2 Problems With Standardization

Kernel Density Estimation

Feature Extraction in Scikit Learn

Datasets - Keras

Pandas Deleting Exercises On Iris Dataset

DataFrame Functions - Pandas

Python pandas — Grouping Exercises — Regiment

Stack, Unstack, Melt, Pivot - Pandas

Pipelines and Feature Unions in Scikit Learn

ModelExtras - Keras

Python pandas—DataFrame Series—Pokemon

Feature Selection for Scikit Learn

Python pandas — Occupation Exercises

Strip and Swarm Plot - Seaborn

Pandas Time Series/Stats Exercises - Wind Dataset

Merge, Join, Append, Concat - Pandas

Python pandas—Filtering & Sorting Exercise—Euro 12

Python pandas–Merge–Housing

Indexing and Selecting - Pandas

Preprocessing in Scikit Learn

Multiple Hypothesis Learning - Data Science