Here are the top certifications in data science and machine learning as in 2024.
-
Google Data Analytics Professional Certificate: This certificate is offered by Coursera and covers the basics of data analysis, including data collection, cleaning, and visualization. It is a good choice for beginners who want to learn the fundamentals of data science.
-
IBM Data Science Professional Certificate: This certificate is also offered by Coursera and covers a wider range of data science topics, including machine learning, natural language processing, and deep learning. It is a good choice for those who want to learn more advanced data science skills.
-
Microsoft Certified: Azure Data Scientist Associate: This certification is offered by Microsoft and validates your ability to design, develop, and deploy data science solutions on Microsoft Azure. It is a good choice for those who are already familiar with Azure and want to specialize in data science.
-
Amazon AWS Certified Data Analytics – Specialty: This certification is offered by Amazon and validates your ability to design, build, deploy, and manage data analytics solutions on Amazon Web Services (AWS). It is a good choice for those who are already familiar with AWS and want to specialize in data analytics.
-
Certified Analytics Professional (CAP): This certification is offered by the Institute for Certification of Computing Professionals (ICCP) and validates your ability to perform data analysis and interpretation, predictive modeling and forecasting, and data visualization and communication. It is a good choice for those who want to demonstrate their data analytics skills to potential employers.
-
SAS Certified Data Scientist: This certification is offered by SAS and validates your ability to use SAS software to perform data analysis, machine learning, and predictive modeling. It is a good choice for those who want to demonstrate their expertise in SAS software to potential employers.
-
Microsoft Professional Machine Learning Engineer Certification: This certification is offered by Microsoft and validates your ability to design, build, and deploy machine learning solutions using Microsoft Azure Machine Learning. It is a good choice for those who are already familiar with Azure and want to specialize in machine learning.
-
Open Certified Data Scientist (Open CDS): This certification is offered by the Open Group and validates your ability to perform data analysis, machine learning, and data visualization. It is a good choice for those who want to demonstrate their data science skills to potential employers.
-
Data Science Council of America (DASCA) Senior Data Scientist (SDS): This certification is offered by DASCA and validates your ability to design, build, and deploy data science solutions in a production setting. It is a good choice for those who have several years of experience in data science.
The best certification for you will depend on your experience, skills, and career goals.
- If you are just starting out in data science, the Google Data Analytics Professional Certificate or IBM Data Science Professional Certificate is a good choice.
- If you are already familiar with a specific cloud platform, such as Azure or AWS, then the Microsoft Certified: Azure Data Scientist Associate or Amazon AWS Certified Data Analytics – Specialty is a good choice.
- If you want to demonstrate your skills to potential employers, then the Certified Analytics Professional (CAP) or SAS Certified Data Scientist is a good choice.
- And if you are looking for a more advanced certification, then the Microsoft Professional Machine Learning Engineer Certification or Open Certified Data Scientist (Open CDS) is a good choice.