11. LLM
17 Nov 2024
Contributed by Lukas
This lecture slideshow explores the world of Large Language Models (LLMs), detailing their architect...
10. Time Series
17 Nov 2024
Contributed by Lukas
Forecasting, the process of predicting future events, is a fundamental element of many disciplines, ...
09. Seq to Seq
17 Nov 2024
Contributed by Lukas
This source is a lecture on sequence-to-sequence learning (Seq2Seq), a technique for training models...
08. Drift Detection
17 Nov 2024
Contributed by Lukas
The source material explores the challenges and techniques for detecting concept drift in machine le...
07. - Generative Adversarial Networks (GANs)
17 Nov 2024
Contributed by Lukas
The source is a series of lecture notes on Generative Adversarial Networks (GANs). It begins with an...
06. Introduction to Basic Deep learning
17 Nov 2024
Contributed by Lukas
The provided text, excerpts from "06. Introduction to Basic Deep Learning (Slides).pdf," is a series...
05. Transfer Learning
17 Nov 2024
Contributed by Lukas
These lecture slides discuss transfer learning in machine learning, which is a technique that reuses...
04. Dimensionality Reduction
17 Nov 2024
Contributed by Lukas
The source describes dimensionality reduction, a technique used to simplify and improve the performa...
03. Neural Networks Continued
17 Nov 2024
Contributed by Lukas
The source material focuses on the development and training of neural networks. The first source int...
02. Introduction to Neural Networks
17 Nov 2024
Contributed by Lukas
The two source texts, "02. Introduction to Neural Networks (Slides).pdf" and "02.2 Optional Slides.p...
01. Machine Learning Basics
17 Nov 2024
Contributed by Lukas
This source is a comprehensive introduction to machine learning, covering various aspects of the fie...