Name: Advanced Learning Algorithms
Brand: DeepLearning.AI
Availability: OnlineOnly
Rating: 4.9 (1260 reviews)

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学生对 DeepLearning.AI 提供的 Advanced Learning Algorithms 的评价和反馈

4.9

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8,419 个评分

课程概述

In the second course of the Machine Learning Specialization, you will: • Build and train a neural network with TensorFlow to perform multi-class classification • Apply best practices for machine learning development so that your models generalize to data and tasks in the real world • Build and use decision trees and tree ensemble methods, including random forests and boosted trees The Machine Learning Specialization is a foundational online program created in collaboration between DeepLearning.AI and Stanford Online. In this beginner-friendly program, you will learn the fundamentals of machine learning and how to use these techniques to build real-world AI applications. This Specialization is taught by Andrew Ng, an AI visionary who has led critical research at Stanford University and groundbreaking work at Google Brain, Baidu, and Landing.AI to advance the AI field. This 3-course Specialization is an updated and expanded version of Andrew’s pioneering Machine Learning course, rated 4.9 out of 5 and taken by over 4.8 million learners since it launched in 2012. It provides a broad introduction to modern machine learning, including supervised learning (multiple linear regression, logistic regression, neural networks, and decision trees), unsupervised learning (clustering, dimensionality reduction, recommender systems), and some of the best practices used in Silicon Valley for artificial intelligence and machine learning innovation (evaluating and tuning models, taking a data-centric approach to improving performance, and more.) By the end of this Specialization, you will have mastered key theoretical concepts and gained the practical know-how to quickly and powerfully apply machine learning to challenging real-world problems. If you’re looking to break into AI or build a career in machine learning, the new Machine Learning Specialization is the best place to start....

1251 - Advanced Learning Algorithms 的 1265 个评论（共 1,265 个）

创建者 Yousef A

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Apr 27, 2023

I believe if there are more practices and much challenging ones it would be more beneficial.

创建者 Yesid J

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Jul 27, 2024

Este fue más práctico pero igual, mucha teoría, poca práctica

创建者 N R

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Nov 5, 2023

Excellent content except for decision trees

创建者 Pavan N

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Dec 26, 2022

good

创建者 hafida n

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May 11, 2024

BON

创建者 Shahzaib k

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Aug 8, 2024

its a great course that I have done in my life .I am really excited that I should able to learn some thing new from Andrew ng which is best professor of all time. I am really thankful to the all the team members and the staff who contribute in creating the specialization machine learning course . I am the luckiest student that I should participate and join the coursera platform for my personal growth . I really re commend this course and specially the course platform for the machine learner who want to be a part of this platform . This platform provide a great opportunity to learn new thing and deep dive into the new trending technology .

创建者 Abdulla A

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Oct 9, 2025

Lab

创建者 Patricia R

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Oct 20, 2023

La verdad no me gustó porque finalmente uno lo intenta y sin aprobar los laboratorios que no entiendo por que dan error si apruebo los test, segun el sistema igualmente indican que no estás aprobado y no hay forma de obtener los certificados aunque hayas cursado todo y aprobado los examenes remanentes, asi que mal, realmente me ha pasado ya varias veces con coursera asi que me rindo siento que así no vale la pena tanto esfuerzo porque al final vale es el certificado