Search result for Data Analysis Online Courses & Certifications
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Artificial Intelligence Ethics in Action
by Brent Summers- 0.0
Approx. 6 hours to complete
AI Ethics research is an emerging field, and to prove our skills, we need to demonstrate our critical thinking and analytical ability. These projects include all the skills you've learned in this AI Ethics Specialization. Introduction Ethics in Action: Introduction Project 1 - OpenAI: GPT-3 Analysis Project Summary Analysis Project 2 - Alleghany Screening Analysis...
Business Intelligence Concepts, Tools, and Applications
by Jahangir Karimi- 4.5
Approx. 22 hours to complete
This is the fourth course in the Data Warehouse for Business Intelligence specialization. Ideally, the courses should be taken in sequence. In this course, you will gain the knowledge and skills for using data warehouses for business intelligence purposes and for working as a business intelligence developer. Decision Making and Decision Support Systems...
Cluster Analysis in Data Mining
by Jiawei Han- 4.5
Approx. 17 hours to complete
Discover the basic concepts of cluster analysis, and then study a set of typical clustering methodologies, algorithms, and applications. This includes partitioning methods such as k-means, hierarchical methods such as BIRCH, and density-based methods such as DBSCAN/OPTICS. Moreover, learn methods for clustering validation and evaluation of clustering quality. Finally, see examples of cluster analysis in applications....
Building R Packages
by Roger D. Peng, PhD , Brooke Anderson- 4.1
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
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
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
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
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
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...
Mastering Software Development in R Capstone
by Roger D. Peng, PhD , Brooke Anderson- 4
Approx. 3 hours to complete
R Programming Capstone Obtain and Clean the Data Welcome to the Capstone Project Introduction Module 1: Obtain and Clean the Data Building Geoms Module 2: Visualization Tools Building a Leaflet Map Module 3: Mapping Tools Documentation and Packaging Documentation and Packaging Tasks Testing Deployment GitHub and Travis Final Assessment...