Statistical Analysis of fMRI Data

Explore the intersection of statistics and functional magnetic resonance imaging (fMRI), a non-invasive technique for studying brain activity.

微積分導論

WEEK1: Limit and Continuous function (7 Aug 2014)

• 極限概念簡介
• 極限的定義
• 例題講解
• 左極限與右極限
• 極限唯一性
• 極限四則運算
  • 加法、常數倍
  • 乘法
  • 多項式、倒數
  • 除法
• 連續和不連續的定義

Python for Informatics: Exploring Information

The goal of this book is to provide an Informatics-oriented introduction to programming. The primary difference between a computer science approach and the Informatics approach taken in this book is a greater focus on using Python to solve data analysis problems common in the world of Informatics.

The Data Scientist’s Toolbox

Get an overview of the data, questions, and tools that data analysts and data scientists work with.

R Programming

Learn how to program in R and how to use R for effective data analysis.

Introduction to Data Science

Join the data revolution. Companies are searching for data scientists. This specialized field demands multiple skills not easy to obtain through conventional curricula. Introduce yourself to the basics of data science and leave armed with practical experience extracting value from big data.

淺論電子學

本課程講述電子學之基本概念，本課程一開始介紹基本半導體與二極體，帶出接面二極體的應用，第三單元講述基本的線性放大元件─雙極性接面電晶體，最後講述金氧半場效電晶體，以上三種元件如同積木般堆砌起生活中的電子產品。本課程讓學生在尚未接觸電子專業領域課程之前，先對電子學有一通盤性的瞭解。

Programming for Everybody (Python)

This course aims to teach everyone to learn the basics of programming computers using Python. The course has no pre-requisites and avoids all but the simplest mathematics. Anyone with moderate computer experience should be able to master the materials in this course.

Big Data and Social Physics

Understanding big data, how to use it to improve companies, cities, and government, and best-practice for privacy