Notebooks for Introduction to Convolutional Neural Networks
The module is part of MastAI ki paathSHALA course
- TensorFlow 2 Tutorial, May 23, 2020
- TF2-BasicOperations.ipynb
- TF2-LinearRegression.ipynb
- TF2-LogisticRegression.ipynb
- TF2-NeuralNetworks.ipynb
- Introduction to CNNs Lecture, May 25, 2020
- Introduction to CNNs.pdf
- Image Classification using CNNs Tutorial, May 28, 2020
- LeNet-MNIST.ipynb
- LeNet-FashionMNIST.ipynb
- LeNet-CIFAR10.ipynb
- CatsVsDogs.ipynb
Have fun Staying Home And Learning AI
A course on Data Science, Machine Learning, and Deep Learning, Summer 2020
- Official Tutorial
- Official Usage Guide
- Get Started in Deep Learning With tf.keras
- Useful Learning Examples
The content is released under MIT License as specified in the LICENSE file
Copyleft (🄯) 2020 Sumandeep Banerjee, sumandeep.banerjee@gmail.com