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Projects for Udacity Machine Learning Nanodegree.

HTML 4.17% Jupyter Notebook 95.53% Python 0.30%
machine-learning python ipython-notebook udacity-nanodegree

machine-learning-nanodegree's Introduction

Machine Learning Nanodegree

This repository contains the code for the projects done in Udacity Machine Learning Nanodegree.

Requirements

1. Python 2/3

2. Numpy [+mkl for Windows]

3. Jupyter Notebook

4. Matplotlib

S.No. Project Name About Status
1. Boston Housing Prices Predict Housing Prices in Boston using Scikit-Learn. Complete
2. Finding Donors for Charity Predict Donors for Charity using Scikit-Learn. Complete
3. IMDB Sentiment Analysis Sentiment Analysis for IMDB dataset. Complete
4. Decision-Trees Titanic Survivor exploration using Decision Trees. Complete
5. Gradient Descent Gradient Descent Algorithm implementation. Complete
6. Keras-CNN MLP, CNN and Transfer Learning using Keras. Complete
7. Unsupervised Learning Density Based Clustering, Gaussian Mixture Model and Hierarchical Clustering. Complete
8. Dog Breed Classifier Dog Breed Classification app using Transfer Learning. Completed
9. Classification Intro to Classification, Precision/Recall/F-1 Score/Confusion Matrix. Completed

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