Explanation for those who do not know what it is. Udacity University was founded after a successful online course project organized by Stanford University. After these courses, which were successfully completed by several thousand people, Sebastian Tran was no longer able to return to regular teaching and train 100 people in the auditorium of Stanford University, when it is possible to conduct a course for tens of thousands around the world.
Unit 1: The Magic of Social Networks Introduction to the analysis algorithm
Unit 2: Growth rates in social networks Use mathematics to analyze the relationship of objects
Unit 3: Graph Basics Find the shortest path to Kevin Bacon
Unit 4: Who do you know Track your best friends using a heap
Unit 5: Strong and weak ties Work with social networks using the weight of connections.
Unit 6: Difficulties of the Internet Network
Unit 7: Conclusion
CS221: Logic & Discrete Mathematics
Unit 1: Introduction. Enumeration methods in combinatorics
Unit 2: Sets Basic combinatorics of finite sets
Unit 3: Speech Logic Elementary logic of statements
Unit 4: Partially Ordered Sets and Lattices
Unit 5: Graph Theory Elements of graph theory, trees and flat graphs
Unit 6: Theory of Numbers Elementary number theory, the Euclidean algorithm for computing the greatest common factor, and modular arithmetic
Unit 7: Learning Overview
CS258: Software Testing
Unit 1: Introduction. How to become a good software tester
Unit 2: Test Types Various elements of software testing
Unit 3: Code Coverage How to find parts of the program that need testing
Unit 4: Random testing
Unit 5: Improved Random Testing
Unit 6: Consequences What to do with a lot of errors, how to make a large sequence, causing a bug less, how to report an error, and much more!
Unit 7: Conclusion
ST101: Introduction to Statistics
Unit 1: Data Relationship Visualization Finding data links and predictions based on them, working with noise
Unit 2: Processes that generate data Random processes, counting, conditional probability, Bayes rule
Unit 3: Processes with a large number of events Normal distribution; central limit theorems; add random variable
Unit 4: Real data and distributions Sample distribution, confidence intervals, hypothesis testing, outliers
Unit 5: Systematic Relationships The smallest squares, the remains.
Unit 6: More complex relationships Transformation, smoothing, regression for two or more variables, categorical variables
Unit 7: What to do next Statistics and machine learning, what else to study, the application of statistics. The final exam.
PH100: Landmarks in Physics
Unit 1: How to measure the circumference of the Earth? Fundamentals of geometry and trigonometry
Unit 2: How objects move Data analysis and kinematics
Unit 3: What is the cause of the movement? Forces, accelerations, and Newton's laws
Unit 4: How can movement be used? Work, energy and heat engines
Unit 5: How to determine the longitude on the ship? Simple harmonic motion
Unit 6: What is electricity? Charge and electric field
Ps All courses, of course, are conducted in English, which somewhat limits the possible audience knowledge of the language.
Almost every video has subtitles, and you can translate them into Russian. What will it give? I think that maybe you have acquaintances or friends who would like to complete the course, but cannot because of not knowing English. Anyway, this will make the project “anyone can get a higher education” one step closer to the goal.
Translation is done on www.universalsubtitles.org. There is a shared google-docs table for coordinating translations. If someone is interested, then I will throw off the link to the table. All translated subtitles will be added officially to the video on youtube. The Chinese are now warning in advance and translated CS101. I myself began, but because of the diploma I had to postpone.
Pps I apologize in advance for the jambs in the translation, the text contained many scientific terms in the subject areas, maybe something translated is not entirely accurate.