FatmaElZahraaSamir / Machine-Learning-with-TensorFlow-Nanodegree

Udacity's Intro to ML with Tensorflow Nanodegree Projects

Udacity Machine Learning Engineer Nanodegree

This repository contains the source code of my implementations for all the projects in the Udacity's Intro to ML with Nanodegree program

Projects

Supervised Learning

• Linear/Logistic regression
• Decision Trees
• Naive Bayes
• Support vector machine
• Ensemble methods
• Evaluation Metrics
• Training and tuning
• Final Project: Finding donors

Deep Learning

• Introduction to neural network
• Deep Learning with Tensorflow
• Final Project: Image Classifier using Tensorflow

Unsupervised Learning

• Clustering
• Hierarchical and Density Based Clustering
• GMM and Cluster validation
• Dimensionality Reduction and PCA
• ICA
• Final Project: Identify Customer Segments with-Arvato