11 weeks
3–5 hours per week
Self-paced
Progress at your own speed
Free
Optional upgrade available
Statistical Learning
At a glance
- Institution: StanfordOnline
- Subject: Data Analysis & Statistics
- Level: Introductory
- Prerequisites:
First courses in statistics, linear algebra, and computing.
- Language: English
- Video Transcript: English
- Associated skills: Statistical Learning Theory, Statistical Modeling, Polynomial Regression, Boosting, R (Programming Language), Data Analysis, Support Vector Machine, Bootstrap (Front-End Framework), K-Means Clustering, Supervised Learning, Principal Component Analysis, Data Science, Lasso (Programming Language), Logistic Regression, Lecturing, Random Forest Algorithm, Deep Learning, Linear Discriminant Analysis, Unsupervised Learning, Artificial Neural Networks
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