UC Irvine - Data Science Fundamentals Specialization
- Offered byCoursera
- Public/Government Institute
Data Science Fundamentals Specialization at Coursera Overview
Data Science Fundamentals Specialization
at Coursera
Duration | 4 months |
Total fee | Free |
Mode of learning | Online |
Official Website | Explore Free Course  |
Credential | Certificate |
Data Science Fundamentals Specialization
Table of content
- Overview
- Highlights
- Course Details
- Curriculum
Data Science Fundamentals Specialization at Coursera Highlights
Data Science Fundamentals Specialization
at Coursera
- Earn a Certificate upon completion
Skills -Environmental Data Analysis,Data Documentation,Geophysical Data,Data Mining
Data Science Fundamentals Specialization at Coursera Course details
Data Science Fundamentals Specialization
at Coursera
Skills you will learn
More about this course
- This specialization demystifies data science and familiarizes learners with key data science skills, techniques, and concepts The course begins with foundational concepts such as analytics taxonomy, the Cross-Industry Standard Process for Data Mining, and data diagnostics, and then moves on to compare data science with classical statistical techniques
- The course also provides an overview of the most common techniques used in data science, including data analysis, statistical modeling, data engineering
- Manipulation of data at scale (big data), algorithms for data mining, data quality, remediation and consistency operations
Data Science Fundamentals Specialization at Coursera Curriculum
Data Science Fundamentals Specialization
at Coursera
Intro to Analytic Thinking, Data Science, and Data Mining
Predictive Modeling, Model Fitting, and Regression Analysis
Cluster Analysis, Association Mining, and Model Evaluation
Natural Language Processing and Capstone Assignment
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Data Science Fundamentals Specialization
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