inPace
New in inPace 1.24جديد في inPace 1.24
Refresh classic machine learning, then go through all of deep learning, from one neuron to transformers. No heavy maths needed. Good before interviews.
byمن إعداد inPace checkedموثّق
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
Every course here uses Python. Skip it if you already write Python comfortably.
A quick refresh of regression and classification. The words and ideas come back later.
Your first neural networks, how to judge a model, and decision trees.
Clustering, recommenders and reinforcement learning. Nice to know, not needed for what follows.
Deep learning starts here. You build a network by hand, then with PyTorch and Keras.
Make networks train well. Regularization, optimizers and tuning.
Short and practical. How to run a real machine learning project.
Networks that see. Convolutions and computer vision.
Attention and transformers, the ideas behind today's language models.
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.