The course provides a general overview of the main methods in the machine learning field. Starting from a taxonomy of the different problems that can be solved through machine learning techniques, the course briefly presents some algorithmic solutions, highlighting when they can be successful, but also their limitations. These concepts will be explained through examples and case studies.
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課程信息
2,505 次近期查看
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可分享的證書
完成後獲得證書
100% 在線
立即開始，按照自己的計劃學習。
第 5 門課程（共 5 門）
初級
No prerequisites are required: however, having basic statistical notions may help you better understand some considerations.
完成時間大約為3 小時
英語（English）
字幕：英語（English）
您將學到的內容有
Classify machine learning problems, supervised learning problems and describe the limitations of machine learning techniques in supervised learning
Classify machine learning problems in unsupervised learning, describe the utility of dimensionality reduction techniques
Formulate a sequential decision-making problem, explain what a value function is and describe how to optimize a policy in reinforcement learning
可靈活調整截止日期
根據您的日程表重置截止日期。
可分享的證書
完成後獲得證書
100% 在線
立即開始，按照自己的計劃學習。
第 5 門課程（共 5 門）
初級
No prerequisites are required: however, having basic statistical notions may help you better understand some considerations.
完成時間大約為3 小時
英語（English）
字幕：英語（English）
提供方
米兰理工大学
Politecnico di Milano is a scientific-technological University, which trains engineers, architects and industrial designers.
授課大綱 - 您將從這門課程中學到什麼
完成時間為 1 小時
Week 1 - Supervised Learning
完成時間為 1 小時
4 個視頻 （總計 33 分鐘）
完成時間為 1 小時
Week 2 - Unsupervised Learning
完成時間為 1 小時
3 個視頻 （總計 21 分鐘）
完成時間為 1 小時
Week 3 - Reinforcement Learning
完成時間為 1 小時
3 個視頻 （總計 21 分鐘）
關於 Artificial Intelligence: an Overview 專項課程
This Specialization is intended for beginners seeking to enter the artificial intelligence world. Through five courses, you will cover artificial intelligence technical groundings (including machine learning and technologies), ethical and legal issues, which will give you a clear picture of what artificial intelligence is and what opportunities artificial intelligence will provide in the next future.
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