Machine Learning Courses and Certifications

Machine Learning with Graphs

Master graph-based machine learning techniques including Graph Neural Networks, PageRank, knowledge graphs, and network analysis for modeling complex social, technological, and biological systems.

• YouTube
• 1 day 8 minutes
• Self-Paced
• Free Video

Machine Learning with Graphs

Master graph neural networks, node embeddings, and network analysis through Stanford's comprehensive exploration of machine learning algorithms for large-scale social and information networks.

• YouTube
• 22 hours 23 minutes
• Self-Paced
• Free Video

Mathematical Foundations of Machine Learning

8308 ratings at Udemy

Essential Linear Algebra and Calculus Hands-On in NumPy, TensorFlow, and PyTorch

• Udemy
• 16 hours 26 minutes
• Self-Paced
• Paid Course

Machine Learning for Accounting with Python

45 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
• Self-Paced
• Paid Course

Machine Learning Algorithms with Python in Business Analytics

41 ratings at Coursera

Master machine learning algorithms in Python for business analytics, covering regression, classification, and clustering techniques to extract actionable insights from data.

• Coursera
• 16 hours 54 minutes
• Self-Paced
• Paid Course

Machine Learning Algorithms with Python 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
• 16 hours 23 minutes
• Self-Paced
• Paid Course

The Complete Machine Learning Course with Python

8044 ratings at Udemy

Build a Portfolio of 12 Machine Learning Projects with Python, SVM, Regression, Unsupervised Machine Learning & More!

• Udemy
• 17 hours 21 minutes
• Self-Paced
• Paid Course

Bayesian Machine Learning in Python: A/B Testing

7963 ratings at Udemy

Data Science, Machine Learning, and Data Analytics Techniques for Marketing, Digital Media, Online Advertising, and More

• Udemy
• 10 hours 27 minutes
• Self-Paced
• Paid Course

Fundamentals of Machine Learning in Finance

343 ratings at Coursera

Gain practical skills in applying machine learning algorithms to financial problems using Python, covering supervised, unsupervised, and reinforcement learning techniques for real-world applications.

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

Machine Learning & Deep Learning in Python & R

5988 ratings at Udemy

Covers Regression, Decision Trees, SVM, Neural Networks, CNN, Time Series Forecasting and more using both Python & R

• Udemy
• 1 day 9 hours 12 minutes
• Self-Paced
• Paid Course

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
• Self-Paced
• Paid Course

Alberta Machine Intelligence Institute

Machine Learning Algorithms: Supervised Learning Tip to Tail

417 ratings at Coursera

Explore supervised learning techniques like decision trees, k-NN, and SVMs. Implement and analyze these algorithms on real business cases, gaining practical skills in data preparation and model evaluation.

• Coursera
• 9 hours 24 minutes
• Self-Paced
• Paid Course

Deployment of Machine Learning Models

5888 ratings at Udemy

Learn how to integrate robust and reliable Machine Learning Pipelines in Production

• Udemy
• 10 hours 27 minutes
• Self-Paced
• Paid Course

New York Institute of Finance;  Google Cloud

Using Machine Learning in Trading and Finance

379 ratings at Coursera

Explore machine learning techniques for advanced trading strategies, including quantitative, pairs, and momentum trading. Learn to design, build, and back test models using TensorFlow and Keras.

• Coursera
• 7 hours 58 minutes
• Self-Paced
• Paid Course

An Introduction to Machine Learning for Data Engineers

4947 ratings at Udemy

A Prerequisite for Tensorflow on Google's Cloud Platform for Data Engineers

• Udemy
• 1 hour 12 minutes
• Self-Paced
• Paid Course