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Students
Graduate with proof, not just a degree.
Professionals
Be the one at work who actually knows AI.
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Educators
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Platform
Pathfinder roadmaps
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Squad Mode
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Resources
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Every course, module and topic.
AI of the Week
One development, explained.
Executive briefings
Twenty minutes on strategy and risk.
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One paper a week, reproduced.
Office hours
AMAs, workshops, study halls.
Research Labs
Guided research, public showcase.
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Library
/
Deep Learning
/
Module 1 · Introduction to Deep Learning
topic
1.3 How a network learns
Loss function: measuring the mistake
10 min
Gradient descent and backpropagation
20 min
Epochs, batches and optimisers
10 min
Total: 0.7 h of applied study listed above.
1.3 How a network learns · 1x1labs.ai