Intro to Machine Learning Courses and Certifications

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

Kaggle

Intro to Machine Learning

5 ratings

Dive into machine learning fundamentals with engaging videos covering models, data exploration, validation, and advanced concepts like random forests and AutoML.

• YouTube
• 30 minutes
• Self-Paced
• Free Video

Machine Learning Foundations: A Case Study Approach

40 ratings

Hands-on exploration of machine learning applications through practical case studies, covering regression, classification, clustering, recommender systems, and deep learning using Python.

• Coursera
• 18 hours 9 minutes
• Self-Paced
• Paid Course

• Best of All Time

Modelos predictivos con Machine Learning

36 ratings

En este curso conocerás los fundamentos del aprendizaje automático y como crear modelos de predicción, regresión y clasificación con ayuda de Python. Explorarás problemas de clasificación, regresión, series de tiempo, agrupamiento y sistemas expertos.

• edX
• 4 weeks, 6-8 hours/week
• Self-Paced
• Free Online Course (Audit)

Machine Learning for All

3535 ratings at Coursera

This course is designed to introduce you to Machine Learning without needing any programming.

• Coursera
• 20 hours 36 minutes
• Self-Paced
• Paid Course

Credential

IBM Introduction to Machine Learning

3366 ratings at Coursera

Gain essential machine learning skills for high-demand careers. Learn to apply algorithms, predict outcomes, and evaluate models through hands-on projects, earning an IBM Badge and building a portfolio.

• Coursera
• 8 weeks, 10 hours/week
• Self-Paced
• Paid Course
• 4 courses

Introduction to Scientific Machine Learning

1 rating

Learn the basics of machine learning with hands-on practical examples on engineering applications.

• edX
• 16 weeks, 6-7 hours/week
• Self-Paced
• Free Online Course

Bloomberg

Foundations of Machine Learning

1 rating

Understand the Concepts, Techniques and Mathematical Frameworks Used by Experts in Machine Learning

• Independent
• Self-Paced
• Free Online Course

Introduction to Machine Learning for Coders

Learn essential machine learning concepts and techniques for coders, covering fundamental principles and practical applications across 12 comprehensive lessons.

• YouTube
• 19 hours
• Self-Paced
• Free Video

University of Tübingen

Introduction to Machine Learning

Explore key machine learning concepts and techniques, from linear regression to deep learning, clustering, and dimensionality reduction, with hands-on applications.

• YouTube
• 11 hours
• Self-Paced
• Free Online Course

Credential

Intro to Machine Learning in Trading with $TSLA

204 ratings at CodeSignal

Dive into financial data analysis and machine learning techniques using Tesla stock data to build predictive trading models and make data-driven investment decisions.

• CodeSignal
• 6 hours
• Self-Paced
• Free Certificate
• 4 courses

Intro to Unsupervised Machine Learning

Master unsupervised machine learning through hands-on practice with clustering, dimensionality reduction, and advanced algorithms using the Iris dataset for practical data analysis applications.

• CodeSignal
• 5 hours
• Self-Paced
• Free Certificate

Intro to Model Optimization in Machine Learning

Master machine learning optimization techniques using real medical data, from hyperparameter tuning to advanced ensemble methods, enhancing your ability to build accurate predictive models.

• CodeSignal
• 3 hours
• Self-Paced
• Free Certificate

Learning from Data (Introductory Machine Learning course)

10 ratings

Comprehensive introduction to machine learning theory, algorithms, and applications, balancing mathematical foundations with practical insights for students from diverse backgrounds.

• Independent
• 10 weeks
• Self-Paced
• Free Online Course

Introduction to Machine Learning

3822 ratings at Coursera

Foundational understanding of machine learning models, hands-on implementation with PyTorch, and applications across industries from medical diagnostics to image recognition and text prediction.

• Coursera
• 1 day 1 hour 47 minutes
• Self-Paced
• Paid Course