Educational resources for self-learners
Liar's Dice Roller (Web Game)
A simple web-based Liar's Dice roll generator that facilitates online play. It helps in understanding probability, risk assessment, and strategic decision-making through interactive gameplay. Ideal for adult learners interested in applying mathematical concepts.
Richard M. - Private Statistics Tutor in Wrocław
Richard M. is a private Statistics tutor in Wrocław, Poland, with a BA in Mathematics and Economics from Vanderbilt University. He is proficient in programming and develops financial algorithms, making him an excellent match for your interests in programming, mathematics, and startups. He offers personalized lessons. You can inquire about trial lessons and specific pricing on his profile.
Mathematics Discord Server
A large, active community focused on learning and discussing all levels of mathematics, including probability and statistics. Suitable for foundational and intermediate topics. Many programming and problem-solving discussions.
Allen B. Downey
Allen B. Downey is a Professor of Computer Science at Olin College of Engineering. He is the author of several free textbooks, including 'Think Stats', 'Think Python', and 'Think Bayes', which focus on practical programming applications of various technical subjects. His work emphasizes using Python to explore real-world data and concepts in an accessible way.
Stanford CS109 Probability for Computer Scientists I Inference I 2022 I Lecture 12
This lecture from Stanford's CS109 course covers probability theory tailored for computer science students, with applications for inference, probabilistic models, joint distributions, and computer science relevance. It's an excellent resource for a 25-year-old interested in programming, mathematics, and startups.
MITx: Introduction to Probability
A comprehensive undergraduate-level probability course covering fundamentals, multiple random variables, expectations, and conditional distributions, with an optional paid certificate.
CrashCourse
CrashCourse offers high-quality educational videos on a wide range of subjects, including foundational and intermediate concepts of Probability Theory, suitable for students interested in programming, mathematics, and startups.
HarvardX: Introduction to Probability Certification
Earn a verified certificate from HarvardX by completing the Introduction to Probability course. This certification validates your understanding of foundational probability principles, discrete and continuous random variables, and their applications in science, engineering, and startups. The course offers full-length video lectures with subtitles.
Scraping Bits Podcast #137 (Round 4): Learning Math is Hard, Proof Writing, Which Order to Learn Math
This episode features a deep conversation about advanced mathematical concepts, including how to visualize formulas, graph transformations, and the cognitive process of understanding graphs. It also covers the importance of proof-writing, modeling with differential equations, probability, and game theory, connecting these to real-world applications relevant to programming, startups, psychology, and product design. The discussion also delves into effective learning strategies for mathematics, the challenges of abstraction, and the value of persistence in mastering complex topics.
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