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Data augmentation to address overfitting | Deep Learning Tutorial 26 (Tensorflow, Keras & Python)

Data augmentation to address overfitting | Deep Learning Tutorial 26 (Tensorflow, Keras & Python)

by codebasics | Aug 31, 2023 | Educational Videos

The Videos are copyrighted to YouTube and the author. The videos are reproduced here for the easy access by the viewers. When we don’t have enough training samples to cover diverse cases in image classification, often CNN might overfit. To address this we use a...
Vanishing and exploding gradients | Deep Learning Tutorial 35 (Tensorflow, Keras & Python)

Vanishing and exploding gradients | Deep Learning Tutorial 35 (Tensorflow, Keras & Python)

by codebasics | Aug 30, 2023 | Educational Videos

The Videos are copyrighted to YouTube and the author. The videos are reproduced here for the easy access by the viewers. Vanishing gradient is a commong problem encountered while training a deep neural network with many layers. In case of RNN this problem is prominent...
Data Science Roadmap 2023 | Learn Data Science Skills in 6 Months

Data Science Roadmap 2023 | Learn Data Science Skills in 6 Months

by codebasics | Aug 28, 2023 | Educational Videos

The Videos are copyrighted to YouTube and the author. The videos are reproduced here for the easy access by the viewers. The only roadmap you need to learn skills required for a data scientist career in 2023. No clickbait, No BS. Only real advice. This roadmap has...
Machine Learning Tutorial Python – 16: Hyper parameter Tuning (GridSearchCV)

Machine Learning Tutorial Python – 16: Hyper parameter Tuning (GridSearchCV)

by codebasics | Aug 28, 2023 | Educational Videos

The Videos are copyrighted to YouTube and the author. The videos are reproduced here for the easy access by the viewers. In this python machine learning tutorial for beginners we will look into, 1) how to hyper tune machine learning model paramers 2) choose best model...
What is a neuron? | Deep Learning Tutorial 3 (Tensorflow Tutorial, Keras & Python)

What is a neuron? | Deep Learning Tutorial 3 (Tensorflow Tutorial, Keras & Python)

by codebasics | Aug 26, 2023 | Educational Videos

The Videos are copyrighted to YouTube and the author. The videos are reproduced here for the easy access by the viewers. In this video, we will see how you can think of a logistic regression as a neuron. We will use insurance dataset as a sample and build a logistic...
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