The art of uncovering the insights and trends in data has been around since ancient times. The ancient Egyptians used census data to increase efficiency in tax collection and they accurately predicted the flooding of the Nile river every year. Since then, people working in data science have carved out a unique and distinct field for the work they do. This field is data science. In this course, we will meet some data science practitioners and we will get an overview of what data science is today.
課程信息
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學生職業成果
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完成這些課程後已開始新的職業生涯
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初級
完成時間大約為9 小時
英語（English）
字幕：英語（English）, 俄語（Russian）
學生職業成果
41%
完成這些課程後已開始新的職業生涯
40%
通過此課程獲得實實在在的工作福利
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9 小時
英語（English）
字幕：英語（English）, 俄語（Russian）
提供方
IBM
IBM offers a wide range of technology and consulting services; a broad portfolio of middleware for collaboration, predictive analytics, software development and systems management; and the world's most advanced servers and supercomputers. Utilizing its business consulting, technology and R&D expertise, IBM helps clients become "smarter" as the planet becomes more digitally interconnected. IBM invests more than $6 billion a year in R&D, just completing its 21st year of patent leadership. IBM Research has received recognition beyond any commercial technology research organization and is home to 5 Nobel Laureates, 9 US National Medals of Technology, 5 US National Medals of Science, 6 Turing Awards, and 10 Inductees in US Inventors Hall of Fame.
教學大綱 - 您將從這門課程中學到什麼
完成時間為 2 小時
Defining Data Science and What Data Scientists Do
In this module, you will view the course syllabus to learn what will be taught in this course. You will hear from data science professionals to discover what data science is, what data scientists do, and what tools and algorithms data scientists use on a daily basis. Finally, you will complete a reading assignment to find out why data science is considered the sexiest job in the 21st century.
完成時間為 2 小時
8 個視頻 （總計 27 分鐘）, 6 個閱讀材料, 2 個測驗
8 個視頻
Fundamentals of Data Science2分鐘
The Many Paths to Data Science3分鐘
Advice for New Data Scientists2分鐘
A day in the Life of a Data Scientist3分鐘
Old problems, new problems, Data Science solutions3分鐘
Data Science Topics and Algorithms3分鐘
Cloud for Data Science3分鐘
6 個閱讀材料
Course Syllabus10分鐘
Professional Certificate Career Support10分鐘
Data Science: The Sexiest Job in the 21st Century20分鐘
Lesson Summary10分鐘
What Makes Someone a Data Scientist?20分鐘
Lesson Summary10分鐘
2 個練習
Data Science: The Sexiest Job in the 21st Century10分鐘
What Makes Someone a Data Scientist?10分鐘
完成時間為 2 小時
Data Science Topics
In this module, you will hear from Norman White, the Faculty Director of the Stern Centre for Research Computing at New York University, as he talks about data science and the skills required for anyone interested in pursuing a career in this field. He also advises those looking to start a career in data science. Finally, you will complete reading assignments to learn about the process of mining a given dataset and about regression analysis.
完成時間為 2 小時
8 個視頻 （總計 39 分鐘）, 6 個閱讀材料, 2 個測驗
8 個視頻
What is Hadoop?6分鐘
How Big Data is Driving Digital Transformation3分鐘
Data Science Skills & Big Data4分鐘
Data Scientists at New York University4分鐘
What's the difference?4分鐘
Neural Networks and Deep Learning6分鐘
Applications of Machine Learning3分鐘
6 個閱讀材料
Data Mining10分鐘
Lesson Summary10分鐘
Regression20分鐘
Lesson Summary10分鐘
Exercise: Identifying objects in images with IBM Watson3分鐘
Exercise: Upload and classify your images!30分鐘
2 個練習
Data Mining10分鐘
Regression10分鐘
完成時間為 4 小時
Data Science in Business
In this module, you will learn about the approaches companies can take to start working with data science. You will learn about some of the qualities that differentiate data scientists from other professionals. You will also learn about analytics, story-telling, and the pivotal role data scientists play in creating an effective final deliverable. Finally, you will apply what you learned about data science by answering open-ended questions.
完成時間為 4 小時
7 個視頻 （總計 32 分鐘）, 6 個閱讀材料, 3 個測驗
7 個視頻
How Should Companies Get Started in Data Science?2分鐘
Applications of Data Science3分鐘
How Can Someone Become a Data Scientist?5分鐘
Recruiting for Data Science7分鐘
Careers in Data Science2分鐘
High School Students and Data Science Careers4分鐘
6 個閱讀材料
The Final Deliverable20分鐘
Lesson Summary10分鐘
Lesson Summary10分鐘
The Report Structure20分鐘
Lesson Summary10分鐘
IBM Digital Badge2分鐘
2 個練習
The Final Deliverable10分鐘
The Report Structure10分鐘
審閱
來自什么是数据科学？ 的熱門評論
由 UY 提供2018年12月26日
The Course answers the question which the title says. It is a very basic course, and no skill can be learned from this, but it provides insights from actual people who are working /teach data science.
由 PD 提供2018年7月18日
I thought this course introduced the topic of data science very well. I think I have a much better idea how to describe data science and common terms associated with the field (like machine learning).
由 NF 提供2019年8月26日
This section of the course is decidedly an orientation and not so much an introduction. It leaves more to the student to wonder, which perhaps is intended to encourage students and not to hammer them.
由 RS 提供2020年5月11日
Very learning experience, I am a beginner in DS, but the instructors in this course simplified the contents that made me I could easily understand, tools and materials were very helpful to start with.
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