This rubric covers articles that focus primarily on Python code, the Python language, or libraries that are primarily within the Python sphere, such as Pandas or Numpy.
Machine learning algorithms power predictive modeling and data analysis. Linear regression, decision trees, and k-nearest neighbors enable limitless possibilities. This article explores their principles and… Read More »Exploring foundational machine learning algorithms: Linear regression, decision trees, and K-nearest neighbors
Interview with Kwaai’s Toby Morning and Karsten Wade In the latest episode of the AI Think Tank podcast, I had the privilege of hosting Toby Morning and Karsten Wade from Kwaai.… Read More »A Look at Kwaai’s Personal AI OS
With 23 top projects, 96 subprojects, and 6000 lines of Python code, this vendor-neutral coursebook is a goldmine for any analytic professional or AI/ML engineer… Read More »New Book: State of the Art in GenAI & LLMs — Creative Projects, with Solutions
For our 4th episode of the AI Think Tank Podcast, we explored cybersecurity and artificial intelligence with the insights of Tim Rohrbaugh, an expert whose career has traversed the Navy to the forefront of commercial cybersecurity. The discussion focused on the strategic deployment of AI in cybersecurity, highlighting the use of open-source models and the benefits of local deployment to secure data effectively.
Not your typical videos: it’s not someone talking, it’s the data itself that “talks”. More precisely, data animations that serve as 60-seconds tutorials. I selected… Read More »7 GenAI & ML Concepts Explained in 1-Min Data Videos
This book is for participants in my AI and machine learning certification program. However, it is now free and available to everyone. With tutorials, enterprise-grade… Read More »New Book: Practical GenAI and Machine Learning – Projects and Datasets
This list covers well-known as well as specialized libraries that I use rather frequently. Applications include GenAI, data animations, LLM, synthetic data generation and evaluation,… Read More »30 Python Libraries that I Often Use
This is my third article related to LLM and GPT-like apps. See the first one, “Why and How I Created my Own LLM from Scratch”,… Read More »Better LLMs with Shorter Embeddings: Part 3
Without using any API or any Python library, yet delivering better results. You would think this is a massive undertaking. However, it took me less… Read More »Why and How I Created my Own LLM from Scratch
When people talk about Large Language Models, the most common topics are text summarization, text generation, and answering prompts with GPT. Yet, this is just… Read More »GenAI: Synthesizing DNA Sequences with LLM Techniques
