inPace
New in inPace 1.24جديد في inPace 1.24
The four parts of the free book Mathematics for Machine Learning, with videos, explorers and exercises. Linear algebra first, then calculus, probability and the models that use them.
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Following a roadmap needs inPace 1.24 or newer. With an older version you can still add each course on its own.متابعة مسار التعلّم تحتاج inPace 1.24 أو أحدث. ومع إصدار أقدم يمكنك إضافة كل دورة وحدها. Get the newest inPaceحمّل أحدث inPace
Vectors, matrices and projections. Everything else in machine learning is written in this language.
Eigenvalues, the SVD and gradients. This is where backpropagation comes from.
Uncertainty and how models learn: probability, Bayes and gradient descent.
The payoff. Regression, PCA, mixtures and SVMs, built from the three parts before.
Finish every course that isn't optional. In inPace, Tempo reaches the harbour and opens a chest of shells on his island.أنهِ كل دورة غير اختيارية. في inPace يصل تمبو إلى الميناء ويفتح صندوق أصداف على جزيرته.