Machine Learning Courses and Certifications

Mathematics for Machine Learning: Linear Algebra

9 ratings

Explore linear algebra fundamentals and their applications in machine learning, covering vectors, matrices, eigenvalues, and practical implementations in Python for data-driven tasks.

• Coursera
• 18 hours 50 minutes
• Self-Paced
• Paid Course

Michigan Engineering Professional Education Career Certificate

Professional Certificate in AI and Machine Learning

349 ratings at Simplilearn

Master AI and machine learning fundamentals through hands-on projects, covering deep learning, generative AI, and automation to advance your career in 6 months.

• Simplilearn
• 6 months
• Self-Paced
• Paid Course

DeepLearning.AI;  Stanford

Unsupervised Learning, Recommenders, Reinforcement Learning

5591 ratings at Coursera

Explore unsupervised learning, recommender systems, and reinforcement learning. Master clustering, anomaly detection, and deep Q-learning to solve real-world AI challenges.

• Coursera
• 1 day 3 hours 51 minutes
• Self-Paced
• Paid Course

Computational Social Science Capstone Project

34 ratings

Integrative lab applying computational social science skills: web scraping, network analysis, NLP, and agent-based modeling to analyze social media data and simulate idea diffusion.

• Coursera
• 13 hours 38 minutes
• Self-Paced
• Paid Course

Intro to Machine Learning

20 ratings

This class will teach you the end-to-end process of investigating data through a machine learning lens. Learn online, with Udacity.

• Udacity
• 65 hours
• Self-Paced
• Free Online Course

Tópicos em Machine Learning

3509 ratings at FGV Educação Executiva

Introdução à aprendizagem de máquinas, abordando métodos supervisionados e não supervisionados, com foco em SVMs. Oferece uma visão ampla e prática de conceitos fundamentais de Machine Learning.

• FGV Educação Executiva
• 10 hours
• Self-Paced
• Free Certificate

Machine Learning e Data Mining in R

10 ratings at Coursera

Panoramica pratica delle tecniche di apprendimento automatico in R, dalle più interpretabili alle più flessibili, con implementazione continua dei concetti e applicazione a dataset reali.

• Coursera
• 1 day 6 hours 42 minutes
• Self-Paced
• Paid Course

Algoritmos de negociación basados en machine learning​

38 ratings at Coursera

Introducción a mercados de capital, formación de precios, análisis técnico y algoritmos de negociación con machine learning para estrategias de inversión activas a corto plazo.

• Coursera
• 17 hours 55 minutes
• Self-Paced
• Paid Course

Big Data Machine Learning | 大数据机器学习

探索大数据机器学习的理论基础和实际应用，涵盖统计学习、机器学习和深度学习方法，培养解决实际问题的能力。

• edX
• 16 weeks, 3-5 hours/week
• Self-Paced
• Free Certificate

Feature Engineering

1795 ratings at Coursera

Explore feature engineering techniques to enhance ML model accuracy using Vertex AI, BigQuery ML, Keras, and TensorFlow. Learn data preprocessing, feature creation, and advanced practices.

• Coursera
• 8 hours 25 minutes
• Self-Paced
• Paid Course

Fundamentals of TinyML

62 ratings at edX

Focusing on the basics of machine learning and embedded systems, such as smartphones, this course will introduce you to the “language” of TinyML.

• edX
• 5 weeks, 2-4 hours/week
• Self-Paced
• Free Online Course (Audit)

Machine Learning with Tree-Based Models in Python

48 ratings at DataCamp

In this course, you'll learn how to use tree-based models and ensembles for regression and classification using scikit-learn.

• DataCamp
• 5 hours
• Self-Paced
• Free Trial Available

Machine Learning with scikit-learn

14 ratings at DataCamp

Learn how to build and tune predictive models and evaluate how well they'll perform on unseen data.

• DataCamp
• 4 hours
• Self-Paced
• Free Trial Available

Applications of TinyML

27 ratings at edX

Get the opportunity to see TinyML in practice. You will see examples of TinyML applications, and learn first-hand how to train these models for tiny applications such as keyword spotting, visual wake words, and gesture recognition.

• edX
• 6 weeks, 2-4 hours/week
• Self-Paced
• Free Online Course (Audit)

Preprocessing for Machine Learning in Python

21 ratings at DataCamp

Learn how to clean and prepare your data for machine learning!

• DataCamp
• 4 hours
• Self-Paced
• Free Trial Available