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Comp Sci Year 2

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

By: Franklin Hole
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Decks in this class (11)

AI Fundamentals and Concepts
What is artificial intelligence ai 1,
How does ai differ from tradition...,
What are key areas of ai 3
35  cards
Supervised Learning
What is supervised learning 1,
What are key features used in sup...,
What is predictive modeling 3
17  cards
Unsupervised Learning and Clustering
What is unsupervised learning 1,
What are the key characteristics ...,
What is clustering 3
17  cards
Neural Networks and Deep Learning Foundations
What is the main difference betwe...,
What is the purpose of gradient d...,
What are the steps involved in th...
45  cards
Optimization, Loss Functions, and Regularization
What is the purpose of a loss fun...,
What type of loss function is log...,
What loss function is used when t...
45  cards
Model Evaluation, Hyperparameter Tuning, Classification & Regression Metrics
What is the solution to model eva...,
What is a training set 2,
What is a validation set 3
44  cards
CNN Architectures and Applications
What is the primary problem with ...,
How do convolutional neural netwo...,
What is a convolutional neural ne...
58  cards
Class Imbalance and Dimensionality Reduction
What is the advantage of leaky re...,
What does the sigmoid function do 2,
What is the range of the tanh fun...
40  cards
Autoencoders and Computer Vision
What is dimensionality reduction 1,
What is the curse of dimensionali...,
What is an autoencoder 3
54  cards
NLP & RNN
What does nlp stand for 1,
What are llms 2,
List three tools included in nlp 3
57  cards
Search Algorithms & Explainable AI
What is the workflow for predicti...,
What activation function is used ...,
What is actionability in ai 3
76  cards

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Comp Sci Year 2

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