Udacity
Dive into the world of Artificial Intelligence with an introductory graduate-level course designed to provide a thorough understanding of AI's foundational concepts. This course covers essential topics such as classical search algorithms, probability theory, machine learning techniques, logical reasoning, and advanced planning strategies.
EdX
Discover the fundamentals of sample surveys and statistical inference through practical examples in this introductory statistics course from edX. Gain insights into samples vs. populations, identify common survey biases, and understand probability errors in sampling to build a strong foundation for data analysis.
FutureLearn
Enhance your ability to think critically and analytically with 'Mindware: Critical Thinking for the Information Age'. This FutureLearn course equips you with essential concepts from statistics, probability, scientific methodology, cognitive psychology, and cost-benefit theory. Perfect for those who want to navigate the complexities of information overload and make better decisions.
EdX
Discover 'Fat Chance', an online course designed to build your quantitative skills through a comprehensive exploration of probability and statistics. Perfect for novices, this course emphasizes understanding over memorization, ensuring you grasp the mathematical principles that underpin statistical analysis.
EdX
Discover the power of statistics in data analysis with our 'Applied Statistics with Python' course. Gain a solid foundation in statistics and learn to solve complex problems using Python technology. Perfect for aspiring data analysts looking to make an impact in their field.
EdX
Dive into the core principles of data science with this comprehensive online course. From understanding probability and statistics to mastering optimization and linear algebra, this course lays a solid foundation for those looking to delve deeper into data analysis and artificial intelligence.
EdX
Dive into the world of data science and statistics tailored specifically for business professionals in this comprehensive online course from edX. Learn essential statistical methods for informed decision making, explore big data concepts, and gain proficiency with quantitative tools and technology applications.
EdX
Embark on a journey into the world of probabilities with our introductory course tailored for aspiring scientists and engineers. This course offers an in-depth exploration of basic probability principles, equipping you with the tools needed to tackle complex scientific and engineering challenges through effective modeling and analysis. Start with a Bootcamp review of set theory and calculus basics before diving into probability applications.
EdX
Dive into the world of random variables and explore essential concepts like probability distributions, expectations, variances, and how they apply to real-world scenarios. This course is designed for those who want to deepen their understanding of statistics and probability theory, preparing them for advanced studies or practical applications in data analysis.