Practical Machine Learning
Machine Learning
Deep Learning
Keras
Tensorflow
Pytorch
Notebooks
Here I will share my notebooks which were made during my Machine Learning Course. These are mainly focused on artificial data generation and the fundamentals of Machine Learning. This is an ongoing blog site and I will be updating this frequently.
1. Linear Regression
16.1.2020
Various experiments with Linear Regression using custom generated datasets.
3. Polynomial Regression & LASSO
6.2.2020
Regularization using LASSO to reduce overfitting in polynomial models.
5. Neural Networks using Keras
16.3.2020
Various foundational neural network experiments using Keras.
6. CNN Transfer Learning
17.4.2020
First taste of Transfer Learning using Keras models.
