IBM Data Science Professional Certificate teaches Python, SQL, data visualization, and machine learning with hands-on industry-relevant projects.
Google Advanced Data Analytics Certificate covers regression, machine learning, and statistics for business insights using real-world datasets and case studies.
MIT Professional Education – Applied Data Science Program emphasizes predictive modeling, AI integration, and advanced analytics applications across industries.
Coursera Data Science Specialization by Johns Hopkins introduces R programming, statistical inference, and reproducible research for data-driven problem solving.
HarvardX Data Science Professional Certificate teaches probability, inference, modeling, and machine learning using R programming and real-world data case projects.
Udemy Data Science A-Z offers beginner-to-advanced guidance on statistics, Python, and machine learning with practical exercises and visualization projects.
Stanford University Machine Learning Course by Andrew Ng delivers foundational algorithms, supervised/unsupervised learning, and mathematical concepts in applied machine learning.
DataCamp Data Scientist Career Track provides structured training in Python, SQL, machine learning, and data engineering with interactive coding exercises.
LinkedIn Learning Data Science Foundations covers essential statistics, big data concepts, and Python workflows for analytics, visualization, and reporting efficiency.