My videos

Equivariant Deep Learning

Introduction and Overview

State of AI

My Highlights of 2022

Contrastive Learning Introduction

in PyTorch

Self-Supervised GNN Training

How to train without labels?

Diffusion models from Scratch

in PyTorch

Causality and Graph Neural Networks

an introduction

How to get started with Data Science

a personal guidance

How to convert a Tabular Dataset to a Graph Dataset

for GNNs

How to handle Uncertainty

Deep Learning Edition

Recommender Systems

using Graph Neural Networks

Fake News Detection

using Pytorch Geometric

Fraud Detection

With Graph Neural Networks

Traffic Forecasting

With Pytorch Geometric Temporal

Friendly Introduction to Temporal Graph Neural Networks

And some traffic forecasting

Python Graph Neural Network Libraries

An Overview

GNNExplainer in Practice

Finding Twitch streamers with explicit language

Explainable AI meets Graph Neural Networks

GNNExplainer in detail

Machine Lerning Model Deployment

with MlFlow and Streamlit

GNN Project with Molecules

using Pytorch Geometric

Understanding Graph Attention Networks

In-depth explanation

Explainable AI explained!

A holistic video-series

How to use edge features in GNNs

... and Pytorch Geometric

Understanding Convolutional Neural Networks

Hands-on series

Node Classification on Knowledge Graphs

Pytorch Geometric Tutorial

Understanding Graph Neural Networks

Beginner Tutorial