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Deep Learning with Python JB

This class was created by Brainscape user Mahsa Zamanifard. Visit their profile to learn more about the creator.

By: Mahsa Zamanifard
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Decks in this class (12)

Chapter 6 Crash Course In Multilayer Perceptrons
What s a perceptron p 48 1,
What are hidden layers and why ar...,
What does the choice of activatio...
16  cards
Chapter 7 Neural Networks with Keras
How are models defined in keras p...,
What is the first thing we should...,
How do we know the number of laye...
11  cards
Chapter 8 Evaluate The Performance of Deep Learning Models
It is typical to use a simple sep...,
How can we use an automatic verif...,
How can we use a manual verificat...
6  cards
Chapter 9-11 Use Keras Models With Scikit-Learn For General Machine Learning
Classification Problems
9  cards
Chapter 12 Project: Regression Of Boston House Prices
How can we create a kerasregresso...,
One way to improve the performanc...,
Another approach to increasing th...
4  cards
Chapter 13 Save Your Models For Later With Serialization
Keras separates the concerns of s...,
Keras provides the ability to des...,
The weights are saved directly fr...
5  cards
Chapter 14 Keep The Best Models During Training With Checkpointing
What s application check pointing...,
What do check points do p 104 2,
The keras library provides a chec...
8  cards
Chapter 15 Understand Model Behavior During Training By Plotting History
History is a keras callback true ...,
What does history do in keras p 1...,
How can we visualize the history ...
5  cards
Chapter 16 Reduce Overfitting With Dropout Regularization
What does drop out technique do p...,
What is complex co adaptations p ...,
How does dropping out neurons hel...
13  cards
Chapter 17 Lift Performance With Learning Rate Schedules
What benefits does adapting the l...,
Two popular and easy to use learn...,
Keras has a time based learning r...
17  cards
Early stopping and Batch normalization-Kaggle
A model s capacity refers to ___ ...,
___ networks have an easier time ...,
The early stopping callback will ...
7  cards
GPT
Is step the same as batch in deep...,
What does hidden layersizes in th...,
Do i need to use linear activatio...
5  cards

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Deep Learning with Python JB

  • Class purpose General learning

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