Build a Simple Recurrent Neural Network Using PyTorch | Depth Analysis | Deep Learning | PyTorch

Описание: #DeepLearning #NeuralNetworks #pytorch #RNN

👇 Topics are covered in this video:
00:00 Import Libraries
01:23 Prepare Dataset
07:50 Create RNN Model
32:25 Instantiate Model, Loss, Optimizer
01:00:30 Traning the Model
01:53:40 Prediction

NoteBook:
https://colab.research.google.com/dri...

RNN Step by Step: https://www.analyticsvidhya.com/blog/...

RNN: https://i.stack.imgur.com/j1Ff5.png

Previous Series:
👉 Mathematics for Data Science
1) Probability and Statistics for Data Science
(   • Probability and Statistics | Data Science  )

2) Solving Optimization Problems
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3) Linear Algebra and Learning from Data by Gilbert Strang
((https://mathematicalml.wixsite.com/ma...)

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3) Logistic Regression
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4) Linear Regression
(   • Linear Regression  )

5) Support Vector Machine
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6) Decision Tree
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7) Ensemble Models
(   • Ensemble Models  )

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2) Hierarchical Clustering
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1) Feature Engineering
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2)Productionization and Deployment of ML Models
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1) Introduction to Neural Networks and Backpropagation
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