My Top 10 GenAI Articles of the Year

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 As a courtesy, if you buy it by December 31, you are entitled to a free copy of my unpublished textbook Practical AI & Machine Learning Projects and Datasets (with solutions).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!