Field notes / 2026
A quiet place for experiments, lessons, unfinished thoughts, and the small details that make building feel meaningful.
Introducing plotting tools in machine learning, from Matplotlib basics to Seaborn and model evaluation.Introducing plotting tools in machine learning, from Matplotlib basics to Seaborn and model evaluation.
The basis of deep learning and Gen AI (LLMs).The basis of deep learning and Gen AI (LLMs).
In this chapter, I will be supplementing the basic concepts needed for advanced machine learning.In this chapter, I will be supplementing the basic concepts needed for advanced machine learning.
A super powerful ML tool for linear regression and gradient descent.A super powerful ML tool for linear regression and gradient descent.
A chapter introducing a very important concept - Linear regressionA chapter introducing a very important concept - Linear regression
A non-code chapter that introduces a very important concept in machine learning - Decision Trees.A non-code chapter that introduces a very important concept in machine learning - Decision Trees.
A short chapter about a very important data tool about RegexsA short chapter about a very important data tool about Regexs
Continues with the last chapterContinues with the last chapter
An introduction to ML fundamentals介绍ML入门知识