CesarTrevisan / Machine-Learning-Cousersa-Stanford

Machine Learning ministrado por: Andrew Ng, Associate Professor, Stanford University; Chief Scientist, Baidu; Chairman and Co-founder, Coursera

Machine Learning - Universidade de Stanford

Tarefas de programação do curso sobre Machining Learning, ministrado por Andrew Ng, professor de Stanford.

Nota obtida: 96.1%

Link do curso: https://www.coursera.org/learn/machine-learning

Link do certificado com nota: https://www.coursera.org/account/accomplishments/records/JXQ3EPPDFPPX

Link do certificado: https://www.coursera.org/account/accomplishments/certificate/XWWR9DKDPSGS

Andrew NG - https://en.wikipedia.org/wiki/Andrew_Ng

Conteúdo

WEEK 1:

• Linear Regression with One Variable
• Linear Algebra Review

WEEK 2:

• Linear Regression with Multiple Variables
• Octave/Matlab Tutorial

WEEK 3:

• Logistic Regression
• Regularization

WEEK 4:

• Neural Networks: Representation

WEEK 5:

• Neural Networks: Learning

WEEK 6:

• Advice for Applying Machine Learning
• Machine Learning System Design

WEEK 7:

• Support Vector Machines

WEEK 8:

• Unsupervised Learning
• Dimensionality Reduction

WEEK 9:

• Anomaly Detection
• Recommender Systems

WEEK 10:

• Large Scale Machine Learning

WEEK 11:

• Application Example: Photo OCR