- Data Clustering Algorithms
- Machine Learning
- Classification Algorithms
- Decision Tree
- Python Programming
- Machine Learning Concepts
- Deep Learning
- Linear Regression
- Ridge Regression
- Lasso (Statistics)
- Regression Analysis
- Logistic Regression
机器学习 專項課程
Build Intelligent Applications. Master machine learning fundamentals in four hands-on courses.
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您將獲得的技能
關於此 專項課程
應用的學習項目
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.
需要一些相關領域經驗。需要一些相關經驗。
需要一些相關領域經驗。需要一些相關經驗。
專項課程的運作方式
加入課程
Coursera 專項課程是幫助您掌握一門技能的一系列課程。若要開始學習,請直接註冊專項課程,或預覽專項課程並選擇您要首先開始學習的課程。當您訂閱專項課程的部分課程時,您將自動訂閱整個專項課程。您可以只完成一門課程,您可以隨時暫停學習或結束訂閱。訪問您的學生面板,跟踪您的課程註冊情況和進度。
實踐項目
每個專項課程都包括實踐項目。您需要成功完成這個(些)項目才能完成專項課程並獲得證書。如果專項課程中包括單獨的實踐項目課程,則需要在開始之前完成其他所有課程。
獲得證書
在結束每門課程並完成實踐項目之後,您會獲得一個證書,您可以向您的潛在雇主展示該證書並在您的職業社交網絡中分享。

此專項課程包含 4 門課程
机器学习基础:案例研究
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 classification to deep learning and recommender systems?
Machine Learning: Classification
Case Studies: Analyzing Sentiment & Loan Default Prediction
提供方

华盛顿大学
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.

常見問題
退款政策是如何规定的?
我可以只注册一门课程吗?
有助学金吗?
我可以免费学习课程吗?
此课程是 100% 在线学习吗?是否需要现场参加课程?
完成专项课程后我会获得大学学分吗?
How long does it take to complete the Machine Learning Specialization?
此专项课程中每门课程的开课频率为多久?
What background knowledge is necessary?
Do I have to take the courses in this Specialization in a specific order?
Will I earn university credit for completing the Machine Learning Specialization?
What will I be able to do upon completing the Machine Learning Specialization?
還有其他問題嗎?請訪問 學生幫助中心。