There are several types of data science certification exams available, ranging from vendor-specific certifications to general data science credentials. Some of the most common types of data science certification exams are:
Vendor-Specific Certifications: Many software and technology vendors offer certifications that validate a person's proficiency in their products. For example, Microsoft offers certifications such as the Microsoft Certified: Azure Data Scientist Associate and the Microsoft Certified: Azure AI Engineer Associate. These certifications focus on the specific tools and technologies offered by the vendor.
Professional Certifications: Professional certifications, such as the Certified Analytics Professional (CAP) and the Data Science Council of America (DASCA) certifications, are designed to demonstrate a broad range of skills in data science. These certifications often require passing a comprehensive exam that tests the candidate's knowledge in various areas such as statistics, machine learning, data visualization, and data management.
Academic Certifications: Many universities and educational institutions offer certifications in data science. These certifications are typically earned by completing a specific course or series of courses in data science and passing an exam. Examples of academic certifications include the Certified Data Scientist from the University of Wisconsin and the Applied Data Science Certification from the University of Michigan.
Specialized Certifications: Specialized certifications focus on specific areas of data science, such as data engineering, big data, or deep learning.
Coming back to the most common data science certification exams of data science certification exams, the lists is given below:
Certified Data Scientist (CDS) by IBM: IBM offers a certification program called Certified Data Scientist, which is designed to validate a data scientist's knowledge and skills in working with large datasets, data preparation, machine learning, and predictive modeling.
Certified Analytics Professional (CAP) by INFORMS: The Institute for Operations Research and the Management Sciences (INFORMS) offers the Certified Analytics Professional (CAP) certification, which is designed to validate an individual's knowledge and skills in analytics and related fields.
Certified Data Science Professional (CDSP) by Data Science Council of America (DASCA): The CDSP certification is a vendor-neutral certification that is designed to validate an individual's knowledge and skills in data science, analytics, and related fields.
Microsoft Certified (Azure Data Scientist Associate): Microsoft offers a certification program called Microsoft Certified: Azure Data Scientist Associate, which is designed to validate a data scientist's knowledge and skills in working with Microsoft Azure, machine learning, and data science. For Microsoft azure free trainings on its certification exam, check this CLX (clx.cloudevents.ai/events/).
SAS Certified Data Scientist: SAS offers a certification program called SAS Certified Data Scientist, which is designed to validate a data scientist's knowledge and skills in data analysis, machine learning, and predictive modeling using SAS software.
These certification programs are designed to validate an individual's knowledge and skills in data science and related fields. Obtaining a certification can help you stand out in a competitive job market and demonstrate your commitment to ongoing professional development.
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