WelcomeAIOverlords
LLMs as Virtual Judge (ep 4)
17:32
WelcomeAIOverlords
Using LLMs to generate synthetic eval data (ep 3)
28:41
WelcomeAIOverlords
Clustering on Embeddings and Cluster-based Sampling (ep 2)
18:09
WelcomeAIOverlords
How to use LLMs to build an eval dataset for your RAG system (ep 1)
15:25
WelcomeAIOverlords
Using vLLM to get an LLM running fast locally (live stream)
1:38:04
WelcomeAIOverlords
Setup and run an LLM (Llama 3.1) on local GPU from scratch - live stream
1:14:48
WelcomeAIOverlords
Profiling a Python program and speeding it up! (live stream)
1:20:48
WelcomeAIOverlords
Ant Swarm algo improvements (live stream)
1:31:48
WelcomeAIOverlords
Implementing an Evolutionary Algorithm from scratch (live stream)
2:30:45
WelcomeAIOverlords
Mesa App fix - Agent Based Modeling paired programming
40:52
WelcomeAIOverlords
Refactoring 01 - Agent Based Modeling paired programming
42:49
WelcomeAIOverlords
Onboarding TSP benchmarks - Agent Based Modeling paired programming
1:03:12
WelcomeAIOverlords
Ant Colony Optimization algo implementation - Agent Based Modeling paired programming
57:00
WelcomeAIOverlords
Ant communication via stigmergy - Agent Based Modeling paired programming
38:29
WelcomeAIOverlords
Getting TSP solutions - Agent Based Modeling paired programming
35:03
WelcomeAIOverlords
Making deterministic Ants - Agent Based Modeling paired programming
37:55
WelcomeAIOverlords
Creating a new Mesa project - Agent Based Modeling paired programming
7:48
WelcomeAIOverlords
Using a network grid in Mesa - Agent Based Modeling paired programming
45:52
WelcomeAIOverlords
Installing Mesa - Agent Based Modeling paired programming
18:25
WelcomeAIOverlords
Konstantinos Barmpas Interview
47:57
WelcomeAIOverlords
How to transform tabular data into a graph (walk-thru)
59:53
WelcomeAIOverlords
Graph Attention Networks (GAT) in 5 minutes
5:10
WelcomeAIOverlords
Author Interview - Equivariant Subgraph Aggregation Networks
1:10:06
WelcomeAIOverlords
PhD unboxing (?) + Channel Update
2:08
WelcomeAIOverlords
Scaling Graph Neural Networks to Twitter-scale (w/ Emanuele Rossi interview)
56:56
WelcomeAIOverlords
Neural Networks as Guitar Amps (with Neural DSP interview)
56:52
WelcomeAIOverlords
Graph Convolutional Networks using only NumPy
13:21
WelcomeAIOverlords
Simple Message Passing on Graphs
10:51
WelcomeAIOverlords
How DeepMind learns physics simulators with Graph Networks (w/ author interview)
35:34
WelcomeAIOverlords
Intro to Relational - Graph Convolutional Networks
11:15
WelcomeAIOverlords
How Uber uses Graph Neural Networks to recommend you food (live stream)
54:00
WelcomeAIOverlords
Knowledge Graphs for Drug Repurposing (live stream)
1:14:59
WelcomeAIOverlords
OpenAI API (GPT-3) is magical...
4:12
WelcomeAIOverlords
Graph Convolutional Networks (GCNs) made simple
9:25
WelcomeAIOverlords
Anomaly Detection on Streaming Graphs - MIDAS presentation (live stream)
55:17
WelcomeAIOverlords
Lottery Ticket Hypothesis paper presentation (live stream)
45:17
WelcomeAIOverlords
Intro to Graphs and Label Propagation Algorithm in Machine Learning
11:16
WelcomeAIOverlords
How to use Adversarial Validation to Help Fix Overfitting
9:54
WelcomeAIOverlords
Simple Explanation of AutoEncoders
10:31
WelcomeAIOverlords
Using Neural Networks for Credit Card Fraud Detection
9:56
WelcomeAIOverlords
Ensembling Machine Learning Models for Fraud Detection
9:46
WelcomeAIOverlords
Build Credit Card Fraud Detection ML Model from Scratch
14:51
WelcomeAIOverlords
How to Create a new Python ML Project (Screencast)
8:59
WelcomeAIOverlords
Understand the Math and Theory of GANs in ~ 10 minutes
12:03
WelcomeAIOverlords
Gentle Intro to Generative Adversarial Networks - Part 1 (GANs)
10:19