Stanford University × DeepLearning.AI
A foundational machine learning specialization taught by Andrew Ng, covering supervised learning, unsupervised learning, and best practices used in Silicon Valley for AI and machine learning innovation.
Duration
2 months
Level
Beginner
Deadline
No Deadline
Basic Python programming knowledge and familiarity with high school level mathematics including algebra and basic statistics.
Supervised Learning: Linear Regression and Logistic Regression
Advanced Learning Algorithms: Neural Networks and Decision Trees
Unsupervised Learning: Clustering and Anomaly Detection
Recommender Systems and Reinforcement Learning
Best Practices for Machine Learning Development
Real-world Applications and Model Evaluation Techniques
Stanford University is a world-renowned private research university in Stanford, California. Its proximity to Silicon Valley has made it a leader in technology research, computer science, and artificial intelligence.
Founded
1885
Location
Stanford, California, USA
Recognition
#2 National University — U.S. News & World Report 2024
Complete walkthrough with screenshots, tips, and troubleshooting
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