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Coupon Online Course Details
Neural Networks: Deep Learning, Machine Learning, AI & NLP, Neural Networks in Deep Learning & Machine Learning: Algorithms, Artificial Intelligence (AI), NLP, GRU, LSTM & RNNs
Created by Grow Your Mind
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What Will I Learn?
- Types Of Neural Networks.
- The Neural Network Architecture
- Applications Of Neural Networks
- Recurrent Neural Networks
- Hopfield Network
- Elman Networks And Jordan Networks
- Long-Term And Short-Term Memory
- Gated Recurring Unit
- Application Of Recurrent Neural Networks
- RNN With Python, Numpy, And Theano
- Training Of Network With Theano And The GPU
- Challenges And Solutions For Recurrent Neural Networks Training
- Challenges Of Recurrent Neural Training
- Solutions To Exploding And Vanishing Gradient
- Xor Problem & Network
- Perceptron Network
- Multilayer Perceptron
- Adaline (Adaptive Linear Neuron)
- Propagation And Stochastic Gradient Descent
- Backpropagation Networks Architecture
- Stochastic Gradient Descent
- SGD Implementation
- Backpropagation Through Time (BPTT)
- Implementation Of A Neural Network
- Optical Character Recognition (OCR)
Requirements
- No Prior Knowledge Or Work Is Necessary To Take This Course.
- Pen And Paper For Precious Notes
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