- MNIST CNN - MNIST Classification using CNN Models with Hyperparameter Tuning and Visualizations
- Fashion MNIST CNN - Fashion MNIST classification using CNN
- MNIST FCN - MNIST Classification using Fully Convolutional Neural Networks
- MNIST Linear AutoEncoder - MNIST AutoEncoder using Linear Layers only
- MNIST Convolutional AutoEncoder - MNIST Autoencoder using Convolutional Cells having a fixed latent space between Encoder and Decoder
- MNIST FCN AutoEncoder - MNIST AutoEncoder without using any Linear layers completely composed of Convolution and Deconvolution Cells
- Classifying Names - Classifying Names using Character Level RNN
- State Farm Distracted Driver detection - Detecting Distracted Drivers using CNN Neural Networks with Data Visualization, Hyper-Parameter Tuning and Animations.
- House Price Prediction - Predicting House Price using Advanced Ensemble Machine Learning Techniques with visualizations
- Binning Vs Scaling - Predicting Titanic Survival Rate with machine learning tactics while comparing Binning and Scaling continuous variables for optimal performance
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