SebastianRaschka.com is the personal blog of Sebastian Raschka, PhD, an LLM research engineer whose work bridges academia and industry in AI and machine learning. On his blog and notes section he publishes deep, well-documented articles on topics such as LLMs (large language models), reasoning models, machine learning in Python, neural networks, data science workflows, and deep learning architecture. Recent posts explore advanced themes like “reasoning LLMs”, comparisons of modern open-weight transformer architectures, and guides for building, training, or analyzing neural networks and model internals.
105 articles from this blog
A guide to installing Python scientific libraries (NumPy, SciPy, matplotlib) on macOS 10.9, covering both Anaconda/Miniconda and manual pip installation methods.
A comprehensive guide to performing SQLite database operations in Python using the sqlite3 module, from setup to queries.
A guide to unit testing in Python, covering its benefits, components, and a practical walkthrough using the py.test framework.
A tutorial on creating customizable heat maps in R using the gplots and RColorBrewer packages for data visualization.
A guide to using SQLite and Python's sqlite3 module to efficiently manage and query large datasets from text files.
