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Data AnalysisData Visualization (DataViz)Matlab
可分享的證書
完成後獲得證書
100% 在線
立即開始,按照自己的計劃學習。
可靈活調整截止日期
根據您的日程表重置截止日期。
初級
完成時間大約為19 小時
英語(English)
字幕:英語(English)

教學大綱 - 您將從這門課程中學到什麼

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1

1

完成時間為 2 小時

Introduction to the Data Science Workflow

完成時間為 2 小時
11 個視頻 (總計 39 分鐘), 4 個閱讀材料, 2 個測驗
11 個視頻
Overview of Exploratory Data Analysis with MATLAB2分鐘
Instructor Introduction2分鐘
Why Do We Need Data Science?4分鐘
MATLAB as a Data Science Tool5分鐘
How to ask Good Questions of Your Data2分鐘
Interactive Data Exploration3分鐘
Getting Started with MATLAB4分鐘
Overview of the Data Science Workflow3分鐘
The Workflow in Practice4分鐘
Summary of Module 1: The Data Science Workflow1分鐘
4 個閱讀材料
Use a Live Script: Explore 2013 Tornado Events30分鐘
Download and Install MATLAB15分鐘
Data and Code Files10分鐘
Introduction to Storm Events Data15分鐘
2 個練習
Tell us why you're here2分鐘
Quiz 1: Introduction to Data Science30分鐘
2

2

完成時間為 3 小時

Importing Data

完成時間為 3 小時
8 個視頻 (總計 20 分鐘), 1 個閱讀材料, 2 個測驗
8 個視頻
How Data is stored2分鐘
How MATLAB Represents Data3分鐘
How to Use the Import Tool3分鐘
MATLAB Data Types4分鐘
Why Automate the Import Process?1分鐘
Generating and Reusing Code2分鐘
Summary of Module 2: Importing Data1分鐘
1 個閱讀材料
Overview of MATLAB Data Types1 小時 30 分
2 個練習
Practice Quiz30分鐘
Quiz 2: Importing Data45分鐘
3

3

完成時間為 1 小時

Visualizing and Filtering Data

完成時間為 1 小時
5 個視頻 (總計 15 分鐘)
5 個視頻
Plotting Data Contained in Tables4分鐘
Selecting Data from Tables3分鐘
Accessing and Creating Table Variables4分鐘
Summary of Module 3: Visualizing and Filtering Data1分鐘
3 個練習
Practice Selecting Data6分鐘
Practice Questions5分鐘
Quiz 3: Visualizing and Accessing Data in Tables45分鐘
4

4

完成時間為 7 小時

Performing Calculations

完成時間為 7 小時
11 個視頻 (總計 41 分鐘), 4 個閱讀材料, 11 個測驗
11 個視頻
Basic Mathematical Operations3分鐘
Using Vectors4分鐘
Using Functions2分鐘
Calculating Summary Statistics2分鐘
Correlations Between Variables3分鐘
Accessing Subsets of Data5分鐘
Introduction to Categorical Data5分鐘
Performing Calculations by Category3分鐘
Visualizing Results5分鐘
Summary of Module 4: Performing Calculations1分鐘
4 個閱讀材料
Performing Calculations30分鐘
Performing Calculations with Vectors45分鐘
Relational and Logical Operators30分鐘
Calculations by Group45分鐘
1 個練習
Quiz 4: Exploratory Data Analysis1 小時 10 分

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關於 Practical Data Science with MATLAB 專項課程

Do you find yourself in an industry or field that increasingly uses data to answer questions? Are you working with an overwhelming amount of data and need to make sense of it? Do you want to avoid becoming a full-time software developer or statistician to do meaningful tasks with your data? Completing this specialization will give you the skills and confidence you need to achieve practical results in Data Science quickly. Being able to visualize, analyze, and model data are some of the most in-demand career skills from fields ranging from healthcare, to the auto industry, to tech startups. This specialization assumes you have domain expertise in a technical field and some exposure to computational tools, such as spreadsheets. To be successful in completing the courses, you should have some background in basic statistics (histograms, averages, standard deviation, curve fitting, interpolation). Throughout this specialization, you will be using MATLAB. MATLAB is the go-to choice for millions of people working in engineering and science, and provides the capabilities you need to accomplish your data science tasks. You will be provided with free access to MATLAB for the duration of the specialization to complete your work....
Practical Data Science with MATLAB

常見問題

  • Access to lectures and assignments depends on your type of enrollment. If you take a course in audit mode, you will be able to see most course materials for free. To access graded assignments and to earn a Certificate, you will need to purchase the Certificate experience, during or after your audit. If you don't see the audit option:

    • The course may not offer an audit option. You can try a Free Trial instead, or apply for Financial Aid.

    • The course may offer 'Full Course, No Certificate' instead. This option lets you see all course materials, submit required assessments, and get a final grade. This also means that you will not be able to purchase a Certificate experience.

  • When you enroll in the course, you get access to all of the courses in the Specialization, and you earn a certificate when you complete the work. Your electronic Certificate will be added to your Accomplishments page - from there, you can print your Certificate or add it to your LinkedIn profile. If you only want to read and view the course content, you can audit the course for free.

  • If you subscribed, you get a 7-day free trial during which you can cancel at no penalty. After that, we don’t give refunds, but you can cancel your subscription at any time. See our full refund policy.

  • Yes, Coursera provides financial aid to learners who cannot afford the fee. Apply for it by clicking on the Financial Aid link beneath the "Enroll" button on the left. You'll be prompted to complete an application and will be notified if you are approved. You'll need to complete this step for each course in the Specialization, including the Capstone Project. Learn more.

  • Yes. A free license is available to learners enrolled in the course. You must have a computer capable of running MATLAB. You can view the system requirements here.

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