The Clever Machine
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Topics
Topic: gradient-descent
A Gentle Introduction to Artificial Neural Networks
(13 Jul 2020)
Derivation: Derivatives for Common Neural Network Activation Functions
(29 Jun 2020)
Derivation: Error Backpropagation & Gradient Descent for Neural Networks
(29 Jun 2020)
Available Topics
backpropagation
bias-variance-tradeoff
data-compression
deep-learning
expected-value
image-compression
information-theory
least-squares-regression
loss-functions
low-rank-approximation
matrix-identities
model-selection
natural-language-processing
normal-equations
ordinary-least-squares
parameter-optimization
pointwise-mutual-information
r-squared
word-embeddings
ab-testing
classification
false-positive
hypothesis-testing
matrix-diagonalization
p-hacking
regression
type-I-error
gradient-descent
neural-networks
singular-value-decomposition
derivation
linear-algebra
statistics