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

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

Bias Variance Tradeoff

Layers - Keras

Backend - Keras

Functional - Keras

Pandas Apply Exercises—US Crime Rates

Intro to Scikit Learn

Visualization and Applications - Keras

Optimizers Losses And Metrics - Keras

Meteor: Understanding the Weird Parts- Flow-Router: Route Params and Code Investigation

Python pandas—Merge Exercises—Fictitious Names

ScikitLearn - Keras

DataFrames - Pandas

Group By - Pandas

Meteor Maxims- Chapter 1: Husky and the Git Precommit Hook

Categorical Encoding

IID: Independent and Identically Distributed

Openai Codex Writes Simple Python - With Some Help ;)

Preprocessing - Keras