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Chun Yuan
What you'll learn
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Taught by Chun Yuan, who are recognized for their work in related topics
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Big Data Machine Learning | 大数据机器学习.
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Career center
Learners who complete Big Data Machine Learning | 大数据机器学习 will develop knowledge and skills
that may be useful to these careers:
Data Scientist
Data Scientist
Data Scientists have expertise in various domains, with machine learning, statistics, and programming being key components required to perform the job successfully. This course will enhance your expertise and advance your career as a Data Scientist.
Machine Learning Engineer
Machine Learning Engineer
Machine Learning Engineers build, deploy, and maintain machine learning systems. This course will help you build a foundation in machine learning algorithms, data preprocessing techniques, and model evaluation methods, all crucial skills for a Machine Learning Engineer.
Statistician
Statistician
Statisticians collect, analyze, interpret, and present data. This course will strengthen your foundation in statistical methods and machine learning techniques, essential for a successful career as a Statistician.
Data Analyst
Data Analyst
Data Analysts discover insights from data by utilizing statistical methods and machine learning techniques. This course will enhance your skills in data analysis, data mining, and predictive modeling, helping you excel in your career as a Data Analyst.
Data Engineer
Data Engineer
Data Engineers build and maintain data pipelines, ensuring data quality and accessibility. This course will enhance your expertise in data engineering principles and best practices, key for a successful career as a Data Engineer.
Academic Researcher
Academic Researcher
Academic Researchers conduct research in various fields. This course will provide you with a strong foundation in big data machine learning algorithms and techniques, valuable for pursuing research in this area.
Business Analyst
Business Analyst
Business Analysts bridge the gap between business and technology, using data to drive decision-making. This course will enhance your understanding of data analysis and machine learning techniques, valuable assets for a Business Analyst.
Operations Research Analyst
Operations Research Analyst
Operations Research Analysts use mathematical and analytical methods to improve business processes. This course will enhance your skills in data analysis, optimization techniques, and simulation modeling, all highly sought after by Operations Research Analysts.
Quantitative Analyst
Quantitative Analyst
Quantitative Analysts use mathematical and statistical models to analyze financial data. This course will enhance your understanding of machine learning algorithms and statistical techniques, in high demand for Quantitative Analysts.
Risk Analyst
Risk Analyst
Risk Analysts evaluate and mitigate risks. This course will provide you with a solid understanding of statistical methods and machine learning techniques, essential for building predictive models and assessing risks effectively.
Market Researcher
Market Researcher
Market Researchers conduct research to understand consumer behavior and market trends. This course will provide you with valuable skills in data analysis and machine learning, enhancing your ability to gather insights and make informed decisions.
Product Manager
Product Manager
Product Managers oversee the development and launch of products. This course may be useful for Product Managers interested in leveraging big data and machine learning to enhance product design and user experience.
Software Engineer
Software Engineer
Software Engineers design, develop, and maintain software systems. This course may be useful for Software Engineers interested in specializing in big data applications or machine learning systems.
Database Administrator
Database Administrator
Database Administrators maintain and optimize database systems. This course may be useful for Database Administrators interested in managing big data systems or implementing machine learning algorithms for data analysis.
Data Architect
Data Architect
Data Architects design and manage data systems, ensuring data integrity, security, and accessibility. This course may be useful for Data Architects seeking to gain expertise in big data management and machine learning applications.
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Time
3840 hours
Level
Intermediate
Via
edX
Institutions
Tsinghua University
TsinghuaX
Instructor
Chun Yuan
This course belongs to a
collection
called
数据科学 | Data Science. It's comprised of four courses:
- Data Mining: Theories and Algorithms for Tackling Big Data | 数据挖掘：理论与算法
- Big Data Machine Learning | 大数据机器学习 (viewing)
- Data Science: A New Way of Thinking | 数据科学导论
- Advanced Big Data Systems | 高级大数据系统
Good to know
Taught by Chun Yuan, who are recognized for their work in related topics
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