Programa de cursos integrados Aprendizagem Automática

Build Intelligent Applications. Master machine learning fundamentals in five hands-on courses.

Sobre esse Programa de cursos integrados

This Specialization provides a case-based introduction to the exciting, high-demand field of machine learning. You’ll learn to analyze large and complex datasets, build applications that can make predictions from data, and create systems that adapt and improve over time. In the final Capstone Project, you’ll apply your skills to solve an original, real-world problem through implementation of machine learning algorithms.

Desenvolvido por:

Parceiros do setor:

4 courses

Siga a ordem sugerida ou escolha a sua própria.

Projetos

Projetado para ajudar a praticar e aplicar as habilidades que aprendeu.

Certificados

Dê destaque às suas novas habilidades em seu currículo ou no seu perfil do LinkedIn.

Visão Geral dos Projetos

Learners will implement and apply predictive, classification, clustering, and information retrieval machine learning algorithms to real datasets throughout each course in the specialization. They will walk away with applied machine learning and Python programming experience.

Cursos

Intermediate Specialization.: Some related experience required.

CURSO 1
Fundações do aprendizado de máquina: uma abordagem por estudo de caso
Compromisso
6 weeks of study, 5-8 hours/week
Legendas
English, Korean, Vietnamese, Chinese (Simplified)
Sobre o curso
Do you have data and wonder what it can tell you? Do you need a deeper understanding of the core ways in which machine learning can improve your business? Do you want to be able to converse with specialists about anything from regression and classifica
Você pode optar por fazer apenas este curso. Saiba mais.
CURSO 2
Machine Learning: Regression
Compromisso
6 weeks of study, 5-8 hours/week
Legendas
English
Sobre o curso
Case Study - Predicting Housing Prices In our first case study, predicting house prices, you will create models that predict a continuous value (price) from input features (square footage, number of bedrooms and bathrooms,...). This is just
Você pode optar por fazer apenas este curso. Saiba mais.
CURSO 3
Machine Learning: Classification
Compromisso
7 weeks of study, 5-8 hours/week
Legendas
English
Sobre o curso
Case Studies: Analyzing Sentiment & Loan Default Prediction In our case study on analyzing sentiment, you will create models that predict a class (positive/negative sentiment) from input features (text of the reviews, user profile information,..
Você pode optar por fazer apenas este curso. Saiba mais.
CURSO 4
Machine Learning: Clustering & Retrieval
Compromisso
6 weeks of study, 5-8 hours/week
Legendas
English
Sobre o curso
Case Studies: Finding Similar Documents A reader is interested in a specific news article and you want to find similar articles to recommend. What is the right notion of similarity? Moreover, what if there are millions of other documents? Each t
Você pode optar por fazer apenas este curso. Saiba mais.

Desenvolvedores

The University of Washington is a national and international leader in the core fields that are driving data science: computer science, statistics, human-centered design, and applied math.
Founded in 1861, the University of Washington is one of the oldest state-supported institutions of higher education on the West Coast and is one of the preeminent research universities in the world.

Emily Fox
Amazon Professor of Machine Learning
Carlos Guestrin
Amazon Professor of Machine Learning

FAQs

More questions? Visit the Learner Help Center.