tao-cao / udacity-ml-nanodegree-1

Projects for Udacity's Machine Learning Engineer Nanodegree

Udacity Machine Learning Engineer Nanodegree Curriculum

Make Predictive Models

Program Syllabus

• Project 0 - Exploratory Project: Titanic Survival Exploration
• Project 1 - Model Evaluation and Validation: Predicting Boston Housing Prices
• Project 2 - Supervised Learning: Build a Student Intervention System
• Project 3 - Unsupervised Learning: Creating Customer Segments
• Project 4 - Reinforcement Learning: Train a Smartcab to Drive
• Capstone Project - Machine Learning Specializations: Forecasting Supply and Demand Gap for Ride-sharing App Didi Chuxing
• Technical Interview Practice

About the Program

Created by Udacity, Google and Kaggle, this program will equip you with key skills that will prepare you to fill roles with companies seeking machine learning experts (or to introduce machine learning techniques to their organizations). Machine learning is literally everywhere, and is often at work even when we don’t realize it. Google Translate, Siri, and Facebook News Feeds are just a few popular examples of machine learning’s omnipresence. The ability to develop machines and systems that automatically improve, puts machine learning at the absolute forefront of virtually any field that relies on data.

About the Nanodegree

A Nanodegree program is an innovative curriculum path that is outcome-based and career-oriented. Every program has a clear end-goal, and the ideal path to get you there. Courses are built with industry leaders like Google, AT&T, and Facebook, and are taught by leading subject matter experts. Students benefit from personalized mentoring and project-review throughout, and have regular access to instructors and course managers through moderated forums.

Graduates earn an industry-recognized credential and benefit from extensive career support. The ultimate goal of a Nanodegree program is to teach the skills you need, for the career you want, so you can build the life you deserve.

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