Search result for Data science process Online Courses & Certifications
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Intro to Analytic Thinking, Data Science, and Data Mining
by Dursun Delen , Julie Pai- 4
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Approx. 7 hours to complete
In this course, we will begin with an exploration of the field and profession of data science with a focus on the skills and ethical considerations required when working with data. We will review the types of business problems data science can solve and discuss the application of the CRISP-DM process to data mining efforts....
The Data Scientist’s Toolbox
by Jeff Leek, PhD , Roger D. Peng, PhD , Brian Caffo, PhD- 4.6
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Approx. 18 hours to complete
In this course you will get an introduction to the main tools and ideas in the data scientist's toolbox. The course gives an overview of the data, questions, and tools that data analysts and data scientists work with. Data Science Fundamentals The Data Science Process Data Science Process Types of Data Science Questions Types of Data Science Questions...
What is Data Science?
by Rav Ahuja , Alex Aklson- 4.7
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Approx. 9 hours to complete
Since then, people working in data science have carved out a unique and distinct field for the work they do. Old problems, new problems, Data Science solutions Data Science Topics and Algorithms Cloud for Data Science Data Science Topics Data Science Skills & Big Data Data Science in Business How Data Science is saving lives...
Process Mining: Data science in Action
by Wil van der Aalst- 4.7
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Approx. 22 hours to complete
Through concrete data sets and easy to use software the course provides data science knowledge that can be applied directly to analyze and improve processes in a variety of domains. Welcome to Process Mining: Data Science in Action Process Mining: Data Science in Action Getting Started! How is Process Mining Different from Data Mining?...
AI Workflow: Business Priorities and Data Ingestion
by Mark J Grover , Ray Lopez, Ph.D.- 4.3
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Approx. 8 hours to complete
Know the advantages of carrying out data science using a structured process Explain where data science and data engineering have the most overlap in the AI workflow Explain the purpose of testing in data ingestion Data Science Process Models Data Science Workflow Combined with Design Thinking Why We Need a Data Ingestion Process...
Data Science Fundamentals for Data Analysts
by Emma Freeman , Mark Roepke- 0.0
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Approx. 19 hours to complete
With the help of our industry-leading data scientists, we’ve designed this course to build ready-to-apply data science skills in just 15 hours of learning. Design a Data Science Process Activity Completing Data Science Projects A Review of the Data Science Process Data Science Project Lab Intro Data Science Project Summary Activity...
Data Science Methodology
by Alex Aklson , Polong Lin- 4.6
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Approx. 8 hours to complete
This course has one purpose, and that is to share a methodology that can be used within data science, to ensure that the data used in problem solving is relevant and properly manipulated to address the question at hand. - The major steps involved in tackling a data science problem. Data Requirements...
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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
In this course, you will learn to think like a data scientist and ask questions of your data. Introduction to the Data Science Workflow Practical Data Science with MATLAB MATLAB as a Data Science Tool Overview of the Data Science Workflow Summary of Module 1: The Data Science Workflow Quiz 1: Introduction to Data Science...
Materials Data Sciences and Informatics
by Dr. Surya Kalidindi- 4.5
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Approx. 9 hours to complete
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 Materials Data Science with PyMKS...
Introduction to Genomic Technologies
by Steven Salzberg, PhD , Jeff Leek, PhD- 4.6
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Approx. 6 hours to complete
You'll also get an introduction to the key concepts in computing and data science that you'll need to understand how data from next-generation sequencing experiments are generated and analyzed. This is the first course in the Genomic Data Science Specialization. Memory and Data Structures Data Science Technology Quiz 4: Data Science Technology...
