關於此課程：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.
此課程適用人群：This course is primarily for individuals who are passionate about the field of data science and who are aspiring to become data scientists.
製作方： IBM
教學方： Alex Aklson, Ph.D., Data Scientist
IBM Cognitive Class
| 基本信息 | 課程 1（共 4 門，Introduction to Data Science Specialization ） |
| 級別 | 初級 |
| 承諾學習時間 | 3 weeks of study, 2-3 hours/week |
| 語言 | English |
| 如何通過 | 通過所有計分作業以完成課程。 |
| 用戶評分 |
授課大綱
第 1 週
Defining Data Science and What Data Scientists Do
In this module, you will go over the course syllabus to learn what will be taught in this course. Also, you will hear from data science professionals to learn what data science is, what data scientists do, and what tools and algorithms data scientists use on a daily basis. Finally, you will be required to complete a reading assignment to learn why data science is considered the sexiest job in the 21st century.
6 個視頻, 3 個閱讀材料
- Leyendo: Course Syllabus
- 視頻: The Many Paths to Data Science
- 視頻: Advice for New Data Scientists
- Leyendo: Data Science: The Sexiest Job in the 21st Century
- 視頻: A day in the Life of a Data Scientist
- 視頻: Data Science Topics and Algorithms
- 視頻: What is the cloud?
- Leyendo: What Makes Someone a Data Scientist?
已評分: Data Science: The Sexiest Job in the 21st Century
已評分: What Makes Someone a Data Scientist?
第 2 週
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 what skills are required for anyone interested in pursuing a career in this field and as he gives advice to those who are looking to start a career in data science. Finally, you will be required to complete reading assignments to learn about the process of mining a given dataset and about regression analysis.
7 個視頻, 2 個閱讀材料
- 視頻: Data Scientists at New York University
- 視頻: What is Hadoop?
- Leyendo: Data Mining
- 視頻: Neural Networks and Deep Learning
- 視頻: How Can Someone Become a Data Scientist?
- 視頻: High School Students and Data Science Careers
- 視頻: Applications of Machine Learning
- Leyendo: Regression
已評分: Data Mining
已評分: Regression
第 3 週
Data Science in Business
In this module, you will learn about what companies need to do in order to start with data science. You will also learn about some of the qualities that differentiate data scientists from other professionals. In addition, you will learn about analytics and what important role data scientists play in this process, and about story-telling and the importance of an effective final deliverable. Finally, you will be required to apply what you learned about data science by answering open-ended questions.
3 個視頻, 2 個閱讀材料
- 視頻: Recruiting for Data Science
- 視頻: Applications of Data Science
- Leyendo: The Final Deliverable
- Leyendo: The Report Structure
已評分: The Final Deliverable
已評分: The Report Structure
已評分: Final Assignment
常見問題解答
運作方式
Trabajo del curso
Cada curso es como un libro de texto interactivo, con videos pregrabados, cuestionarios y proyectos.
Ayuda de tus compañeros
Conéctate con miles de estudiantes y debate ideas y materiales del curso, y obtén ayuda para dominar los conceptos.
Certificados
Obtén reconocimiento oficial por tu trabajo y comparte tu éxito con amigos, compañeros y empleadores.
製作方
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.
價格
| 購買課程 | |
|---|---|
| 訪問課程材料 | 可用 |
| 訪問評分的材料 | 可用 |
| 收到最終成績 | 可用 |
| 獲得可共享的課程證書 | 可用 |
評分和審閱
this is so much fun.Thanks for providing such great idea
Very good introduction to what is data science and what is the role of data scientists in today's world
This is a good introduction. I like the video as it explains a lot ,and the speaker's comment are aspiring
PD
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).