├── .gitignore ├── README.md ├── resources └── conda-cheatsheet.pdf ├── week1 ├── Linear Regression.ipynb └── data.csv ├── week2 ├── 3.png ├── NeuralNet.ipynb └── utils.py └── week3 ├── data ├── got1.txt ├── got2.txt ├── got3.txt ├── got4.txt └── got5.txt └── word2vec.ipynb /.gitignore: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/shiffman/machine-learning-demystified/HEAD/.gitignore -------------------------------------------------------------------------------- /README.md: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/shiffman/machine-learning-demystified/HEAD/README.md -------------------------------------------------------------------------------- /resources/conda-cheatsheet.pdf: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/shiffman/machine-learning-demystified/HEAD/resources/conda-cheatsheet.pdf -------------------------------------------------------------------------------- /week1/Linear Regression.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/shiffman/machine-learning-demystified/HEAD/week1/Linear Regression.ipynb -------------------------------------------------------------------------------- /week1/data.csv: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/shiffman/machine-learning-demystified/HEAD/week1/data.csv -------------------------------------------------------------------------------- /week2/3.png: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/shiffman/machine-learning-demystified/HEAD/week2/3.png -------------------------------------------------------------------------------- /week2/NeuralNet.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/shiffman/machine-learning-demystified/HEAD/week2/NeuralNet.ipynb -------------------------------------------------------------------------------- /week2/utils.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/shiffman/machine-learning-demystified/HEAD/week2/utils.py -------------------------------------------------------------------------------- /week3/data/got1.txt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/shiffman/machine-learning-demystified/HEAD/week3/data/got1.txt -------------------------------------------------------------------------------- /week3/data/got2.txt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/shiffman/machine-learning-demystified/HEAD/week3/data/got2.txt -------------------------------------------------------------------------------- /week3/data/got3.txt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/shiffman/machine-learning-demystified/HEAD/week3/data/got3.txt -------------------------------------------------------------------------------- /week3/data/got4.txt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/shiffman/machine-learning-demystified/HEAD/week3/data/got4.txt -------------------------------------------------------------------------------- /week3/data/got5.txt: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/shiffman/machine-learning-demystified/HEAD/week3/data/got5.txt -------------------------------------------------------------------------------- /week3/word2vec.ipynb: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/shiffman/machine-learning-demystified/HEAD/week3/word2vec.ipynb --------------------------------------------------------------------------------