Here is some good reading for the holiday season. More than just reading as the material includes full Python implementations and datasets. The most up-to-date versions are in my new book Statistical Optimization for GenAI and Machine Learning, available here. As a courtesy, if you buy it by December 31, you are entitled to a free copy of my unpublished textbook Practical AI & Machine Learning Projects and Datasets (with solutions). Contact me to get your copy!
My previous GenAI book (published by Elsevier) will be released in January.
Selected Articles
- Genome: Synthesizing DNA Sequences with LLM Techniques
- New Python Library to Evaluate AI-generated Data and Compare Models
- How to Synthesize Data Outside the Observation Range
- Fast Data Synthetization with Distribution-free Hierarchical Bayesian Models
- Generative AI: How to Fix a Failing GAN Synthesizer
- Generative AI Technology Break-through: Spectacular Performance of NoGAN Synthesizer
- Synthesizing Geospatial Data with A Simple NoGAN Technique
- A Synthetic Stock Exchange Played with Real Money
- Math-free, Parameter-free Gradient Descent in Python
- Sound Generation in Python: Turning Your Data into Music
Some of these articles require free subscription to my MLT newsletter, here. I encourage you to sign-up to not miss future articles, especially the next one about LLMs.
Last but not least, I started to offer free Web APIs for some of this technology, adding new apps regularly. More on this later. For now, you can have a glimpse at GenAItechLab.com.
Happy Holiday season!