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Google 內部的 Machine Learning Crash Course 已經有超過 18,000 個 Google 工程師上過,這也是他們給內部員工認識機械學習、神經網絡、AI 的一個入門課程,最近他們決定把課程開源,任何人都可以免費利用他們的教材上課。為什麼會把這樣珍貴的課程開源?因為他們認為AI 將會是社會的大勢所趨,而這個世界需要 AI ,所以...
#In this first cell, we'll load the necessary libraries.importmathfromIPythonimportdisplayfrommatplotlibimportcmfrommatplotlibimportgridspecfrommatplotlibimportpyplot as pltimportnumpy as npimportpandas as pdfromsklearnimportmetricsimporttensorflow as tffromtensorflow.python.dataimportDataset ...
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Machine Learning Crash Course focuses on two common (and somewhat related) ways to think of model complexity: Model complexity as a function of theweightsof all the features in the model. Model complexity as a function of thetotal number of featureswith nonzero weights. (Alater modulecovers th...
Crash Course on Python Using Python to Interact with the Operating System Introduction to Git and GitHub Troubleshooting and Debugging Techniques Configuration Management and the Cloud Automating Real-World Tasks with Python 最早的文章是关于 Crash Course on Python 的学习笔记. 知乎是程序员的大本营,希望各...