TL = Text Learning
Lib = Library
- Kaggle Deep Learning Course
- Udacity's Free Deep Learning Course
- Image Classification with Convolutional Neural Network
- Decision Tree classifier from Scratch.
- Naive bayes classifier from scratch
- TF-Learn
- CartPole balacing Re-enforcement learning in OpenAi's Gym environment.
- Numpy array reshaping.
- TL: Twitter Sentiment Analysis using TextBlob
- Kaggle: Titanic Survival Classification Dataset
- Lib: Basic of Tensorflow
- Singular Value Decomposition (SVD)
- Common operations on Pandas Dataframe
- [PDF to Images](Personal-Developer-Notes/Language/Python/PDF to Image.ipynb)
- [Bloom's Filter](Personal-Developer-Notes/Algorithms and Datastructures/Bloom Filter.ipynb)
- [FM Algorithm](Personal-Developer-Notes/Algorithms and Datastructures/FM Algorithm.ipynb)
- Image Compression using K-Means Clustering
- Iris dataset classification using KNN
- Lib: Django Thanks to Sentdex and TheNewBoston
- Introductory Theano
- TL: Bag of words
- Lib: Simple Dense Neural Network in Keras #FirstNN
- Auto Encoder Mnist Dataset - tldr: it sucks