Search result for Data Analysis Online Courses & Certifications
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Advanced SAS Programming Techniques
by Michele Ensor- 4.9
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Approx. 17 hours to complete
In this course, you learn advanced techniques within the DATA step and procedures to manipulate data. “By the end of this course, a learner will be able to…” ● Use additional functions (LAG, FINDC/FINDW, and COUNT/COUNTC/COUNTW). ● Perform pattern matching using PRX functions. ● Process repetitive code, rotate data, and perform table lookups using arrays....
Artificial Intelligence Algorithms Models and Limitations
by Brent Summers- 4.7
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Approx. 8 hours to complete
We live in an age increasingly dominated by algorithms. As machine learning models begin making important decisions based on massive datasets, we need to be aware of their limitations in the real world. Whether it's making loan decisions or re-routing traffic, machine learning models need to accurately reflect our shared values....
Data Manipulation at Scale: Systems and Algorithms
by Bill Howe- 4.3
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Approx. 20 hours to complete
Data analysis has replaced data acquisition as the bottleneck to evidence-based decision making --- we are drowning in it. Extracting knowledge from large, heterogeneous, and noisy datasets requires not only powerful computing resources, but the programming abstractions to use them effectively. At the end of this course, you will be able to:...
Artificial Intelligence Privacy and Convenience
by Brent Summers- 4.6
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Approx. 6 hours to complete
In this course, we will explore fundamental concepts involved in security and privacy of machine learning projects. Diving into the ethics behind these decisions, we will explore how to protect users from privacy violations while creating useful predictive models. Privacy and convenience vs big data Course Introduction How safe is your data?...
Building R Packages
by Roger D. Peng, PhD , Brooke Anderson- 4.1
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Approx. 21 hours to complete
Writing good code for data science is only part of the job. In order to maximizing the usefulness and reusability of data science software, code must be organized and distributed in a manner that adheres to community-based standards and provides a good user experience. This course covers the primary means by which R software is organized and distributed to others....
Relational Database Support for Data Warehouses
by Michael Mannino- 4.6
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Approx. 22 hours to complete
Relational Database Support for Data Warehouses is the third course in the Data Warehousing for Business Intelligence specialization. In this course, you'll use analytical elements of SQL for answering business intelligence questions. You'll learn features of relational database management systems for managing summary data commonly used in business intelligence reporting. DBMS Extensions and Example Data Warehouses...
Pattern Discovery in Data Mining
by Jiawei Han- 4.3
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Approx. 17 hours to complete
Learn the general concepts of data mining along with basic methodologies and applications. Then dive into one subfield in data mining: pattern discovery. Learn in-depth concepts, methods, and applications of pattern discovery in data mining. We will also introduce methods for data-driven phrase mining and some interesting applications of pattern discovery....
Natural Language Processing and Capstone Assignment
by Dursun Delen , Julie Pai- 0.0
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Approx. 5 hours to complete
Welcome to Natural Language Processing and Capstone Assignment. In this course we will begin with an Recognize how technical and business techniques can be used to deliver business insight, competitive intelligence, and consumer sentiment. The course concludes with a capstone assignment in which you will apply a wide range of what has been covered in this specialization....
Data Mining Project
by Jiawei Han , ChengXiang Zhai , John C. Hart- 4.6
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Approx. 11 hours to complete
Note: You should complete all the other courses in this Specialization before beginning this course. Specifically, you will work on a restaurant review data set from Yelp and use all the knowledge and skills you’ve learned from the previous courses to mine this data set to discover interesting and useful knowledge....
Building Data Visualization Tools
by Roger D. Peng, PhD , Brooke Anderson- 3.9
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Approx. 13 hours to complete
The data science revolution has produced reams of new data from a wide variety of new sources. These new datasets are being used to answer new questions in way never before conceived. This course provides you with the skills for creating those new visualization building blocks. Welcome to Building Data Visualization Tools...
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