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Day 73 : Deep Learning with Python
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1. Introduction to Deep Learning
5:00
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2. Popularity of Deep Learning
4:00
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3. Deep Learning Libraries
5:00
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4. Neurons
9:00
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Deep Learning Files
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Day 74
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5. Activation Functions
9:00
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6. Neural Network
12:00
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Deep Learning Files
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Day 75
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7. Optimizers
10:00
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8. Loss Functions
3:00
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9. Overfitting Vs Underfitting
4:00
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10. Dropout Regularization
4:00
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Day 76 :Artificial Neural Networks
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1. Handwritten Digits Classification with MNIST part 1
3:00
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1. Handwritten Digits Classification with MNIST part 2
31:00
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MNIST Files
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Fashion MNIST Project
1:00
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Fashion MNIST Files
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Day 77 : Convolutional Neural Networks
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Convolutional Neural Networks
15:00
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Introduction to CNN Files
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Day 78
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Cats & Dogs Classification
35:00
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Cats & Dogs Classification Files
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Brain Tumor Classification
3:00
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Brain Tumour Classification Files
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Day 79 : Recurrent Neural Networks
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Recurrent Neural Networks
8:00
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LSTM
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Long Short Term Memory (LSTM)
5:00
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RNN Files
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Stock Price Prediction with LSTM
27:00
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Stock Price Prediction Files
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tatatrain.csv
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Day 80
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Emotions in Text Prediction
40:00
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Emotions in Text Prediction Files
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IMBD Movie Review Project
1:00
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IMBD Movie Review - Sentiment Analysis Files
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Day 81 : BRNN
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Bidirectional RNN
5:00
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Ecommerce Text Classification Project
23:00
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Ecommerce Text Classifcation Files
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Sarcasm Detection Project
1:00
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Sarcasm Detection Files
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Day 82 : GRU
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Gated Reccurent Unit (GRU)
3:00
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AG News Classification Project
24:00
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AG News Classification Files
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Spooky Author Identification Project
1:00
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Spooky Author Identification Files
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Day 83 : Transfer Learning
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Transfer Learning
5:00
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Flower Classification Project
14:00
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Flower Classification Files
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Cotton Plant Disease Prediction
1:00
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Cotton Plant Disease Dataset
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Day 84 : Capstone Project
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Deep Learning Capstone Projects
1:00
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Day 85
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Hurricane Damage Dataset
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Day 95
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Satellite Images Dataset
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Day 105
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Face Mask Dataset
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Day 115
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Movie Genre Dataset
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