Stanford University Courses

Stanford University is an elite, innovative university in Palo Alto, California offering a wide range of undergraduate and graduate academic programs. With a strong emphasis on research, teaching, and service, Stanford continues to rank among the world's top universities.

145 MOOCs
Learning Product
Subject
Difficulty
Cost
Certificate

Unsupervised Learning, Recommenders, Reinforcement Learning

The AI Awakening: Implications for the Economy and Society

Supervised Machine Learning: Regression and Classification

In the first course of the Machine Learning Specialization, you will: • Build machine learning models in Python using popular machine learning libraries NumPy and scikit-learn. • Build...

Structuring Machine Learning Projects

Social and Economic Networks: Models and Analysis

Shortest Paths Revisited, NP-Complete Problems and What To Do About Them

Sequence Models

  • Coursera
  • 1 day 13 hours 17 minutes
  • Free to Audit

Probabilistic Graphical Models 3: Learning

Probabilistic Graphical Models 2: Inference

Probabilistic Graphical Models 1: Representation

Neural Networks and Deep Learning

In the first course of the Deep Learning Specialization, you will study the foundational concept of neural networks and deep learning. By the end, you will be familiar with the significant...

Machine Learning

  • Coursera
  • 11 weeks, 61 hours a week
  • Free to Audit

Introduction to Logic

Introduction to Clinical Data

Improving Deep Neural Networks: Hyperparameter Tuning, Regularization and Optimization

Greedy Algorithms, Minimum Spanning Trees, and Dynamic Programming

Graph Search, Shortest Paths, and Data Structures

Fundamentals of Machine Learning for Healthcare

Evaluations of AI Applications in Healthcare

Divide and Conquer, Sorting and Searching, and Randomized Algorithms

The primary topics in this part of the specialization are: asymptotic ("Big-oh") notation, sorting and searching, divide and conquer (master method, integer and matrix multiplication,...

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