Search result for Computational analysis Online Courses & Certifications
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Introduction to numerical analysis
by Evgeni Burovski- 4.7
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Approx. 18 hours to complete
Numerical computing involves assembling these building blocks into computational pipelines. We will review and develop basic characteristics of numerical algorithms (convergence, approximation, stability, computational complexity and so on), and will illustrate them with several classic problems in numerical mathematics....
Exploratory Data Analysis with MATLAB
by Erin Byrne , Michael Reardon , Maria Gavilan-Alfonso , Brandon Armstrong , Nikola Trica , Cris LaPierre , Adam Filion , Heather Gorr- 4.8
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Approx. 19 hours to complete
These skills are valuable for those who have domain knowledge and some exposure to computational tools, but no programming background is required. Overview of Exploratory Data Analysis with MATLAB Quiz 4: Exploratory Data Analysis Summary of Exploratory Data Analysis with MATLAB Covid-19 Data Analysis Challenge...
Remote Sensing Image Acquisition, Analysis and Applications
by John Richards- 4.5
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Approx. 23 hours to complete
Welcome to Remote Sensing Image Acquisition, Analysis and Applications, in which we explore the nature of imaging the earth's surface from space or from airborne vehicles. It also provides an in-depth treatment of the computational algorithms employed in image understanding, ranging from the earliest historically important techniques to more recent approaches based on deep learning....
Introduction to Clinical Data
by Nigam Shah , Steven Bagley , David Magnus- 4.6
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Approx. 12 hours to complete
You will learn to construct analysis-ready datasets and apply computational procedures to answer clinical questions. Creating analysis ready datasets from patient timelines Defining the unit of analysis Main points about creating analysis ready datasets...
Data Science in Stratified Healthcare and Precision Medicine
by Dr Areti Manataki , Dr Frances Wong- 4.6
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Approx. 17 hours to complete
In this course, you will learn about some of the different types of data and computational methods involved in stratified healthcare and precision medicine. Computational Methods...
Network Analysis in Systems Biology
by Avi Ma’ayan, PhD- 4.5
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Approx. 30 hours to complete
The course covers methods to process raw data from genome-wide mRNA expression studies (microarrays and RNA-seq) including data normalization, differential expression, clustering, enrichment analysis and network construction. For those participants that do not work in the field, the course introduces the current research challenges faced in the field of computational systems biology....
Big Data Analytics Using Spark
by Yoav Freund- 0.0
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10 Weeks
The analysis of big datasets requires using a cluster of tens, hundreds or thousands of computers. Effectively using such clusters requires the use of distributed files systems, such as the Hadoop Distributed File System (HDFS) and corresponding computational models, such as Hadoop, MapReduce and Spark. Identifying the computational tradeoffs in a Spark application...
$350
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Predictive Modeling and Machine Learning with MATLAB
by Heather Gorr , Michael Reardon , Maria Gavilan-Alfonso , Brandon Armstrong , Brian Buechel , Isaac Bruss , Matt Rich , Nikola Trica , Adam Filion , Erin Byrne , Sam Jones- 4.7
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Approx. 22 hours to complete
In this course, you will build on the skills learned in Exploratory Data Analysis with MATLAB and Data Processing and Feature Engineering with MATLAB to increase your ability to harness the power of MATLAB to analyze data relevant to the work you do....
Cyber-Physical Systems
by Edward Lee , Sanjit Seshia , Jeff Jensen- 0.0
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4 Weeks
1x introduces students to the design and analysis of computational systems that are integrated with physical processes. 1x introduces students to the design and analysis of cyber-physical systems --- computational systems that are integrated with physical processes. Gain an understanding of the design and analysis of computational systems that are integrated with physical processes...
Machine Learning and Data Science Hands-on with Python and R
by EDU CBA- 3.9
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72.5 hours on-demand video
Machine learning is closely related to and often overlaps with computational statistics; a discipline that also specializes in prediction-making. Machine learning is closely related to and often overlaps with computational statistics; a discipline that also specializes in prediction-making....
$9.99
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