---
title: Machine Learning
date: 2024-11-21T22:41:03Z
modified: 2026-07-28T07:58:37Z
permalink: "https://www.micheledpierri.com/machine-learning/"
type: page
status: publish
excerpt: ""
wpid: 866
timestamp: 2026-07-28T07:58:37Z
tags: []
---

![Machine Learning](https://www.micheledpierri.com/wp-content/uploads/2024/11/Machine-Learning.webp)

## Machine Learning

15 in-depth tutorials covering ML fundamentals, algorithms, neural networks, deep learning, and advanced techniques for healthcare applications.

Master AI for medical research and clinical practice.

 [ Start from Lesson 1 → ](/machine-learning/introduction-to-machine-learning/)## Machine Learning Lessons

1. [Introduction to Machine Learning](/machine-learning/introduction-to-machine-learning/)
2. [Dataset Division and Data Leakage](/machine-learning/dataset-division-and-data-leakage/)
3. [Encoding of Categorical Variables](/machine-learning/encoding-of-categorical-variables/)
4. [Feature Engineering and Selection](/machine-learning/feature-engineering-and-selection/)
5. [Dimensionality Reduction Technique](/machine-learning/dimensionality-reduction-techniques/)
6. [Machine Learning Models](/machine-learning/machine-learning-models/)
7. [Linear Regression](/machine-learning/linear-regression-in-machine-learning/)
8. [Nonlinear Regression](/machine-learning/nonlinear-regression/)
9. [Machine Learning Distances](/machine-learning/machine-learning-distances/)
10. [k-Nearest Neighbors (knn)](/machine-learning/k-nearest-neighbors-knn/)
11. [Support Vector Machines](/machine-learning/support-vector-machines/)
12. [Naive Bayes](/machine-learning/naive-bayes-2/)
13. [Decision Tree](/machine-learning/decision-tree/)
14. [Ensemble Models](/machine-learning/ensemble-models/)
15. [Random Forest](/machine-learning/random-forest/)
16. [Model Evaluation](/machine-learning/machine-learning-model-evaluation/)