Search result for Algorithm analysis and design Online Courses & Certifications
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Data Science in Real Life
by Brian Caffo, PhD , Jeff Leek, PhD , Roger D. Peng, PhD- 4.4
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Approx. 7 hours to complete
The analytic plan was outlined prior to analysis and followed exactly. We've left the technical information aside so that you can focus on managing your team and moving it forward. Identify strengths and weaknesses in experimental designs Describe possible pitfalls when pulling / assembling data and learn solutions for managing data pulls. Experimental design and observational analysis...
Share Data Through the Art of Visualization
by Google Career CertificatesTop Instructor- 4.5
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Approx. 24 hours to complete
You’ll learn how to visualize and present your data findings as you complete the data analysis process. - Gain an understanding of how to use Tableau to create dashboards and dashboard filters. Design thinking and visualizations Glossary: Terms and definitions Describe the use of data visualizations to talk about data and the results of data analysis...
Low Level System Design [An interview perspective]
by Abhishek Ghosh- 3.9
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6.5 hours on-demand video
Ace the Low Level Design interview by solving problems asked in the System Design round of programming interviews Software Engineering interviews focus on the coding and software designing skills in an interview. These are fondly known as Algorithm and Design rounds respectively. Low Level Design is also known as Object Oriented Design [OOD] or Object Oriented Analysis and Design [OOAD]....
$11.99
Unsupervised Learning
by Mark J Grover , Miguel Maldonado- 4.9
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Approx. 9 hours to complete
You will learn several clustering and dimension reduction algorithms for unsupervised learning as well as how to select the algorithm that best suits your data. Explain the curse of dimensionality, and how it makes clustering difficult with many features Introduction to Unsupervised Learning and K Means Selecting a clustering algorithm Principal Component Analysis (Activity)...
Unsupervised Machine Learning
by Mark J Grover , Miguel Maldonado- 4.8
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Approx. 9 hours to complete
You will learn several clustering and dimension reduction algorithms for unsupervised learning as well as how to select the algorithm that best suits your data. Explain the curse of dimensionality, and how it makes clustering difficult with many features Introduction to Unsupervised Learning and K Means Selecting a clustering algorithm Principal Component Analysis (Activity)...
Measurement – Turning Concepts into Data
by Jennifer Bachner, PhD- 4.8
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Approx. 11 hours to complete
This course provides a framework for how analysts can create and evaluate quantitative measures. Consider the many tricky concepts that are often of interest to analysts, such as health, educational attainment and trust in government. As part of this discussion, we’ll cover survey sampling, design and evaluation. Unit of Analysis and Unit of Observation...
Validity and Bias in Epidemiology
by Filippos Filippidis- 4.9
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Approx. 8 hours to complete
Epidemiological studies can provide valuable insights about the frequency of a disease, its potential causes and the effectiveness of available treatments. Selecting an appropriate study design can take you a long way when trying to answer such a question. Examples of Selection and Information Bias Validity and Types of Bias Controlling for Confounding at the Design Stage...
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Making Architecture
by Nenad Katic , Manuel Perez Romero , David Jeffrey Goodman- 4.8
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Approx. 14 hours to complete
Delivered primarily by Professors from the IE School of Architecture and design in Segovia (Spain), the course begins by examining the mind-set of an Architect - asking how they think and what they do to train their creative minds, moving on to using inspiration from the environment to stimulate design ideas....
Algorithms and Data Structures Capstone
by Pavel Pevzner , Phillip Compeau- 0.0
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4 Weeks
Synthesize your knowledge of algorithms and biology to build your own software for solving a biological challenge. In this capstone project, we will take the training wheels off and let you design your own optimized software program for genome sequencing. Algorithm optimization...
$150
Data Visualization and Communication with Tableau
by Daniel Egger , Jana Schaich Borg- 4.7
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Approx. 25 hours to complete
Finally, you will be practiced in designing and persuasively presenting business “data stories” that use these visualizations, capitalizing on business-tested methods and design principles. Use Data Visualization to Drive Your Analysis Our Analysis Plan Formatting and Exporting Your First Graph Salary Data Set, Description, and Analysis Plan Dognition Data Set, Description, and Analysis Plan...
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