Build a Simple Neural Network Using PyTorch | Deep Learning | PyTorch

Описание к видео Build a Simple Neural Network Using PyTorch | Deep Learning | PyTorch

#DeepLearning #NeuralNetworks #pytorch

👇 Topics are covered in this video:
00:00 Import different packages
07:45 Load the dataset
20:50 Build a simple fully connected neural network
33:10 train this network
48:07 Check the accuracy on training data and testing data

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

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

2) Solving Optimization Problems
(   • Solving Optimization Problems  )

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

👉 Supervised Learning Models
1) K-Nearest Neighbours
(   • K-Nearest Neighbors  )

2) Naïve Bayes Classifiers
(   • Naïve Bayes Classifiers  )

3) Logistic Regression
(   • Logistic Regression  )

4) Linear Regression
(   • Linear Regression  )

5) Support Vector Machine
(   • Support Vector Machine  )

6) Decision Tree
(   • Decision Tree  )

7) Ensemble Models
(   • Ensemble Models  )

👉 Unsupervised Learning
1) K Means Clustering
(   • K Means Clustering  )

2) Hierarchical Clustering
(   • Hierarchical Clustering  )

3) Density-based Clustering (DBSCAN)
(   • Density-based Clustering | DBSCAN  )

👉 Recommendation System & Matrix Factorization
(   • Recommendation System & Matrix Factor...  )

👉Natural Language Processing
(   • Natural Language Processing  )

👉 Productionization and deployment of ML Models
1) Feature Engineering
(   • Feature Engineering  )

2)Productionization and Deployment of ML Models
(   • Productionization and Deployment of M...  )

👉 Deep Learning
1) Introduction to Neural Networks and Backpropagation
(   • Introduction to Neural Networks and B...  )

👉 Machine Leaning Projects For Beginners
(   • Machine Leaning Projects For Beginners  )

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