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Machine Learning - Coggle Diagram
Machine Learning
Some common ML ideas
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Transfer learning
Pretrain
Mask-predict features, structures
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Some common ML operation
Convolution
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Convolution with a kernel: A similarity score between a portion of the image with a particular pattern
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What is ML?
Set of techniques allowing machines to perform tasks (calculate) and solve problems normally reserved to humans and animals
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ML cares about
Mimic human reasoning with complex sequence of instructions, complex systems and so on
Problem too complex for a straight forward sequence of instructions, need an algorithm that build themselves the instructions using examples
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GNN
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GNNs learn representations (embeddings) for nodes by aggregating information from their neighboring nodes and edges.
Some ML terms
Downstream tasks: tasks that are built upon the outputs of earlier stages in a machine learning pipeline or workflow
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