Python for Data Science

Python: Numpy Introduction Part 1

Python: Intro to Numpy Part 2

Python: Intro to Numpy Part 3

Python: Linear Regression

Python: Classification

Python : Classification Case Study

Python: Clustering

Python: Clustering Case Study

Python: Text as Data

Artificial Neural Network Introductory

Image Classification using CNN

Tensorflow Dataset

Time Series Prediction MLP

Time Series Prediction LSTM

EDA Case Study

XGBoost

NLP Case Study: Sentiment Analysis

XGBoost Hyperparameter Tuning

Transformer Model Overview

General Attention Mecanism

Transformer Hands-On

Transformer Hands-On: Case Study