Parameter optimization in neural networks
https://www.deeplearning.ai/ai-notes/optimization/
Coding Deep Learning for Beginners — Linear Regression (Part 2): Cost Function
CBMM Tutorial: Optimization Notes
https://cbmm.mit.edu/sites/default/files/documents/CBMM_Optimization_Notes_2017.html
Gradient descent
https://www.jeremyjordan.me/gradient-descent/
Hyper-parameter Tuning Techniques in Deep Learning
https://towardsdatascience.com/hyper-parameter-tuning-techniques-in-deep-learning-4dad592c63c8
Model Parameters and Hyperparameters in Machine Learning — What is the difference?
Lecture 8: Optimization
https://www.cs.toronto.edu/~rgrosse/courses/csc321_2018/slides/lec08.pdf
Optimization Techniques
https://www.cs.cmu.edu/afs/cs/academic/class/15782-f06/slides/optimization.pdf
Parameter optimization in neural networks
https://www.deeplearning.ai/ai-notes/optimization/
What is the Difference Between a Parameter and a Hyperparameter?
https://machinelearningmastery.com/difference-between-a-parameter-and-a-hyperparameter/
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