25,545 次近期查看

## 19%

### 您將學到的內容有

• Apply your exploratory data analysis skills

• Build an efficient and accurate prediction model

• Create a useful data product for the public

• Produce a presentation deck to showcase your findings

### 您將獲得的技能

Data ScienceMachine LearningR ProgrammingNatural Language Processing

## 19%

### Jeff Leek, PhD

Associate Professor, Biostatistics
Bloomberg School of Public Health
895,478 個學生
20 門課程

### Roger D. Peng, PhD

Associate Professor, Biostatistics
Bloomberg School of Public Health
886,577 個學生
22 門課程

### Brian Caffo, PhD

Professor, Biostatistics
Bloomberg School of Public Health
901,944 個學生
21 門課程

1

## Overview, Understanding the Problem, and Getting the Data

7 個視頻 （總計 20 分鐘）, 6 個閱讀材料, 1 個測驗
7 個視頻
Welcome from SwiftKey1分鐘
You Are a Data Scientist Now1分鐘
Introduction to Task 0: Understanding the Problem1分鐘
Introduction to Task 1: Getting and Cleaning the Data1分鐘
Regular Expressions: Part 1 (Optional)5分鐘
Regular Expressions: Part 2 (Optional)8分鐘
6 個閱讀材料
A Note of Explanation2分鐘
Project Overview10分鐘
Syllabus10分鐘
Task 0 - Understanding the problem10分鐘
Task 1 - Getting and cleaning the data10分鐘
1 個練習
Quiz 1: Getting Started12分鐘
2

## Exploratory Data Analysis and Modeling

2 個視頻 （總計 3 分鐘）, 2 個閱讀材料, 1 個測驗
2 個視頻
2 個閱讀材料
Task 2 - Exploratory Data Analysis10分鐘
3

## Prediction Model

1 個視頻 （總計 1 分鐘）, 1 個閱讀材料, 1 個測驗
1 個視頻
1 個閱讀材料
1 個練習
Quiz 2: Natural language processing I20分鐘
4

## Creative Exploration

1 個視頻 （總計 1 分鐘）, 1 個閱讀材料, 1 個測驗
1 個視頻
1 個閱讀材料
1 個練習
Quiz 3: Natural language processing II20分鐘
4.5
252 條評論

### 來自数据课程毕业项目的熱門評論

Capstone did provide a true test of Data Analytics skills. Its like a being left alone in a jungle to survive for a month. Either you succumb to nature or come out alive with a smile and confidence.

Wow i finally managed to finish the specialization!! definitely learned a lot and also found out difficulties in building predictors by trying to balancing speed, accuracy and memory constraints!!!

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