Search result for Data collection methods Online Courses & Certifications
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Enjoyable Econometrics
by Philip Hans Franses- 4.1
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Approx. 2 hours to complete
The goal of this MOOC is to show that econometric methods are often needed to answer questions. An important motivation for me to make this MOOC is to emphasize that econometric models and methods can also be applied to more unconventional settings, which are typically settings where the practitioner has to collect his or her own data first....
Practical Machine Learning
by Jeff Leek, PhD , Roger D. Peng, PhD , Brian Caffo, PhD- 4.5
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Approx. 9 hours to complete
One of the most common tasks performed by data scientists and data analysts are prediction and machine learning. The course will also introduce a range of model based and algorithmic machine learning methods including regression, classification trees, Naive Bayes, and random forests. What data should you use? Data slicing Describe machine learning methods such as regression or classification trees...
Java Collections from basics to Advanced
by Basics Strong- 3.9
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11.5 hours on-demand video
Data Structure using Java Collection Framework - Including Concurrent Collections, Streams, Generics, Parallel Streams This course will not only cover Java way to deal with data - Java Collection Framework and Advanced Java Collection APIs but also cover the Modern way of dealing with data in Java by covering Lambda and Streams APIs to make your life easier....
$12.99
Data Management for Clinical Research
by Stephany Duda, PhD , Paul Harris, PhD- 4.7
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Approx. 17 hours to complete
This course presents critical concepts and practical methods to support planning, collection, storage, and dissemination of data in clinical research. Understanding and implementing solid data management principles is critical for any scientific domain. Research Data Collection Strategy Research Data Planning 1 Research Data Planning 2 Approaches to Data Collection Data Collection with Surveys...
Customer Analytics
by Eric Bradlow , Peter Fader , Raghu Iyengar , Ron Berman- 4.6
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Approx. 12 hours to complete
Data about our browsing and buying patterns are everywhere. Describe the major methods of customer data collection used by companies and understand how this data can inform business decisions Descriptive Data Collection: Survey Overview Descriptive Data Collection: Net Promoter Score and Self-Reports Descriptive Data Collection: Survey Design Passive Data Collection Causal Data Collection and Summary...
Introduction to the MongoDB
by Bogdan Stashchuk- 4.4
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1.5 hours on-demand video
Explain such data formats as JSON, Extended JSON and BSON Describe most commonly used BSON data types such as ObjectID, Date, String and NumberInt Practice insertion of the documents into the collection Use different query methods such as findOne() and operators such as $and, $or, $gt and $ne Successfully delete documents from the collection using deleteOne() and deleteMany() methods...
$12.99
UX Research
by Sylvain Sénécal , Yany Grégoire- 0.0
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6 Weeks
From interviews, observation and cultural probes, to running surveys and reading web analytics, you will learn the most current UX data collection methods. Thorough knowledge of all user data collection in an IT project, User research methods and process, Internal, external, primary, and secondary data sources, Collected data analysis to extract pertinent insights....
$299
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Positive Psychology: Character, Grit and Research Methods
by Claire Robertson-Kraft, Ph.D. , Angela Duckworth, Ph.D.- 4.3
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Approx. 24 hours to complete
Learners discover how apply to research methods to their study of Positive Psychology. Collecting Data 1 Collecting Data 2 Quantitative Methods 3 Qualitative Methods An Overview of Quantitative and Qualitative Data Collection Methods Analyzing Data 1 Data Analysis Make use of best practices for research data collection Utilize inferential statistics for data analysis...
Computing for Data Analysis
by Richard (Rich) Vuduc- 0.0
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15 Weeks
A hands-on introduction to basic programming principles and practice relevant to modern data analysis, data mining, and machine learning. The modern data analysis pipeline involves collection, preprocessing, storage, analysis, and interactive visualization of data. For instance, “under the hood” of modern data analysis lies numerical linear algebra, numerical optimization, and elementary data processing algorithms and data structures....
$825
Social Media Data Analytics
by Chirag Shah- 4.1
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Approx. 13 hours to complete
- Process the collected data - primarily structured - using methods involving correlation, regression, and classification to derive insights about the sources and people who generated that data. She hopes to build a new workflow of data analytics that incorporates traditional data processing using Web and marketing tools, as well as newer methods of using social media data....
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