Search result for Data modeling Online Courses & Certifications
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NoSQL systems
by María del Pilar Ángeles- 4.2
Approx. 9 hours to complete
● Apply NoSQL data modeling from application specific queries ● Use Atomic Aggregates and denormalization as data modelling techniques to optimize query processing...
Probability: Basic Concepts & Discrete Random Variables
by Mark D. Ward- 0.0
6 Weeks
Learn fundamental concepts of mathematical probability to prepare for a career in the growing field of information and data science. Our capacity to collect and store data has exponentially increased, but deriving information from data from a scientific perspective requires a foundational knowledge of probability....
$49
Natural Language Processing and Capstone Assignment
by Dursun Delen , Julie Pai- 0.0
Approx. 5 hours to complete
The Past, Present, and Future of Data Science I Future of Data Analytics The Past, Present, and Future of Data Science I The Past, Present, and Future of Data Science II The Past, Present, and Future of Data Science II Future trends and possibilities in data science...
Bite-Sized Data Science with Python and Pandas: Introduction
by Troy Shu- 4.3
1 hour on-demand video
Follow along as we analyze a real-life dataset and learn data science with Python and Pandas Learn the basics of data science with Python, with this short course designed for students to follow along, and built around a concrete, real-world dataset. - Manipulate and transform data to prepare it for modeling...
$12.99
Statistical Thinking for Data Science and Analytics
by Andrew Gelman , David Madigan , Lauren Hannah , Eva Ascarza- 0.0
5 Weeks
Learn how statistics plays a central role in the data science approach. This statistics and data analysis course will pave the statistical foundation for our discussion on data science. Data collection, analysis and inference Data classification to identify key traits and customers How to use Bayesian modeling and inference for forecasting and studying public opinion...
$99
Health Data 101
by Eddie Jay- 4.2
1 hour on-demand video
An Introduction to Health Data for data analysts This is an introductory course for health data, from the perspective of data analysts. Health data connects complex health care systems. Where health data come from: 5 main sources including health insurance claims and EHR What health data look like: Structured and Unstructured data...
$9.99
Data Mining with Rattle
by Geoffrey Hubona, Ph.D.- 3.8
15 hours on-demand video
These include: data exploration and visualization; testing data for random variable family characteristics and distributional assumptions; transforming data by scale or by data type; performing cluster analyses; creating, analyzing and interpreting association rules; and creating and evaluating predictive models that may utilize: regression; generalized linear modeling (GLMs); decision trees; recursive partitioning; random forests; boosting; and/or support vector machine (SVM) paradigms....
$11.99
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Big Data for Understanding Urbanizing China | 大数据与城市规划
by Ying Long- 0.0
15 Weeks
Emerging big data and open data have provided new opportunities for urban studies and observers to better observe and understand these changes. The content ranges from big data acquisition, analysis, visualization and applications in the context of China’s urban planning, to urban modeling methods and typical Then, methods for data acquisition, cleaning and analysis are illustrated in data processing section....
$149
Big Data for Understanding Urbanizing China | 大数据与城市规划
by Ying Long- 0.0
15 Weeks
The content ranges from big data acquisition, analysis, visualization and applications in the context of China’s urban planning, to urban modeling methods and typical models, as well as the emerging trend and potential revolution of big data in urban planning. The second section lists some commonly used open data and big data in the ‘new data environment’....
$149
Materials Data Sciences and Informatics
by Dr. Surya Kalidindi- 4.5
Approx. 9 hours to complete
Part 1:Multiscale Modeling and Multilevel Design of Materials Part 2: Multiscale Modeling and Multilevel design of Materials Materials Knowledge and Materials Data Science Data Science Terminology Main Components of Data Science Materials Knowledge and Materials Data Science Structure-Property Linkages using a Data Science Approach-Part 1 Structure-Property Linkages using a Data Science Approach-Part 2...