Machine Learning Courses and Certifications

Managing Machine Learning Projects

194 ratings at Coursera

Learn to identify ML opportunities, organize projects, handle data, design systems, and manage model lifecycles for successful machine learning implementations.

• Coursera
• 18 hours 6 minutes
• On-Demand
• Free Online Course (Audit)

Interpretable Machine Learning

Develop transparent and trustworthy AI solutions using interpretable machine learning techniques. Master regression models, decision trees, neural networks, and mechanistic interpretability for responsible AI in high-risk domains.

• Coursera
• 13 hours 18 minutes
• On-Demand
• Free Online Course (Audit)

Machine Learning for Data Analysis

322 ratings at Coursera

Explore machine learning techniques for predictive analysis, covering decision trees, random forests, lasso regression, and k-means clustering. Gain hands-on experience applying these algorithms to real-world data.

• Coursera
• 10 hours 28 minutes
• On-Demand
• Free Online Course (Audit)

Machine Learning for Accounting with Python

43 ratings at Coursera

Explore machine learning algorithms and their applications in accounting using Python, covering classification, regression, clustering, text analysis, and time series analysis.

• Coursera
• 2 days 16 hours 15 minutes
• On-Demand
• Free Online Course (Audit)

Machine Learning Algorithms with R in Business Analytics

38 ratings at Coursera

Explore machine learning algorithms for business analytics using R. Learn regression, classification, and clustering techniques to uncover patterns and gain actionable insights from data.

• Coursera
• 14 hours 22 minutes
• On-Demand
• Free Online Course (Audit)

Data Analytics Foundations for Accountancy II

10 ratings at Coursera

Explore machine learning concepts, algorithms, and practical applications in data analytics using Python. Gain skills in classification, regression, clustering, and anomaly detection for business insights.

• Coursera
• 2 days 22 hours 11 minutes
• On-Demand
• Free Online Course (Audit)

Machine Learning and Human Learning

Explore the intersection of AI and education, examining machine learning concepts, learning analytics, and critical perspectives on AI applications in educational settings.

• Coursera
• 1 day 12 hours 16 minutes
• On-Demand
• Free Online Course (Audit)

Mathematics for Machine Learning: PCA

3098 ratings at Coursera

Explore mathematical foundations of Principal Component Analysis (PCA) for dimensionality reduction. Learn statistics, inner products, orthogonal projections, and derive PCA from a geometric perspective.

• Coursera
• 20 hours 39 minutes
• On-Demand
• Free Online Course (Audit)

Machine Learning with Python

16422 ratings at Coursera

Dive into Machine Learning with Python, covering supervised and unsupervised learning, regression, classification, and clustering. Gain hands-on experience using SciPy and scikit-learn libraries.

• Coursera
• 13 hours 24 minutes
• On-Demand
• Free Online Course (Audit)

Introduction to Machine Learning with Python

14 ratings at Coursera

Learn Python-based machine learning, covering supervised and unsupervised learning, deep learning, and image processing. Implement models using various algorithms and explore industry applications. No prior programming experience required.

• Coursera
• 12 hours 39 minutes
• On-Demand
• Free Online Course (Audit)

How Google does Machine Learning

7263 ratings at Coursera

Explore Google's approach to machine learning, from strategy to implementation, using Vertex AI. Learn best practices, responsible AI development, and how to leverage ML for real-world problems.

• Coursera
• 11 hours 7 minutes
• On-Demand
• Free Online Course (Audit)

Microcredential

Advanced Machine Learning

Comprehensive exploration of cutting-edge machine learning techniques, from deep learning to Bayesian methods, with practical insights from top Kaggle practitioners and CERN scientists for real-world application.

• Coursera
• 43 weeks, 6 hours a week
• On-Demand
• Paid Course
• 7 courses

Machine Learning with Python

Comprehensive Python tutorial covering machine learning concepts, algorithms, and deep learning with TensorFlow. Includes hands-on projects and real-world applications.

• YouTube
• 19 hours
• On-Demand
• Free Video

Microcredential

Mathematics for Machine Learning

1 review

Gain essential mathematical foundations for machine learning, covering linear algebra, multivariate calculus, and dimensionality reduction with PCA. Build intuitive understanding and practical skills for advanced ML and data science.

• Coursera
• 17 weeks, 4 hours a week
• On-Demand
• Paid Course
• 3 courses

Microcredential

Machine Learning: Theory and Hands-on Practice with Python

Comprehensive exploration of machine learning, covering supervised and unsupervised techniques, with hands-on Python practice. Includes deep learning basics and real-world applications.

• Coursera
• 17 weeks, 9 hours a week
• On-Demand
• Paid Course
• 3 courses