Introduction to Probability and Statistics
This course is aimed at being a pre-term or a preparatory course for probability and statistics. It is very basic and introduces the students to the understanding of data and measuring associations. It also introduces the concepts of probability and dist…
Probability and Stochastics for Finance
This course provides the minimum mathematical requirements to study mathematical finance or more precisely the pricing of financial derivatives.
Applied Natural Language Processing
Explore natural language processing techniques, from corpus operations to advanced neural networks, for applications in machine translation, topic modeling, and conversation systems.
First-Passage Processes in Physics and Beyond
Explore first-passage processes in physics and their applications, from diffusion equations to extreme value statistics and convection. Gain insights into stochastic hunting and open problems in the field.
The Unlikely Power of Uncertainty and Contradiction in Mathematics
Explore the power of uncertainty and contradiction in mathematics, and how these concepts can be applied to real-world situations, from disease modeling to political predictions.
Probability and Statistics
Comprehensive exploration of probability and statistics concepts, covering fundamental principles, algebraic structures, and advanced topics through 79 detailed lectures.
Advanced Topics in Probability and Random Processes
Explore advanced probability concepts, from random variables to Markov chains and martingale processes, enhancing your understanding of stochastic systems and their applications.
Statistics 200 Video Lectures
Comprehensive video lectures covering fundamental statistical concepts, methods, and applications for beginners through advanced learners.
Statistics Lectures - OER
Comprehensive introduction to statistical concepts and methods, covering fundamental principles and practical applications in data analysis and interpretation.
Regression Analysis - Advanced Mathematics for Engineering and Business
Explore regression analysis in this 10-minute video tutorial covering key concepts and numerical problems. Delve into advanced mathematics and engineering mathematics, focusing on measures of dispersion. Gain valuable insights for BTech, JEE, BBA, BCA, B…
Quantum Tunneling: Principles and Applications
Explore quantum tunneling, a counterintuitive phenomenon where particles pass through seemingly impenetrable barriers. Learn its derivation and applications in nuclear fusion, semiconductors, and radioactive decay.
Gentle Introduction to Probability: Counting Coin Flips and Dice
Explore fundamental probability concepts through coin flips and dice rolls, uncovering the nature of randomness and its practical applications in everyday scenarios.
Counting Probabilities with Combinatorics and the Factorial
Master combinatorics and factorial concepts in probability. Learn to count event occurrences, analyze sampling methods, and apply formulas for various probability scenarios, including coin flips and poker hands.
Statistics and Probability
Comprehensive exploration of statistical concepts, probability distributions, and analytical techniques, covering key topics from random variables to regression analysis.
Statistics for Data Science - Probability and Statistics Tutorial
One of the most critical aspects of the data science approach is our perception of getting the information processed. In developing insights from our accumulated data, we dig out the possibilities. And those possibilities are known as statistical analysi…
Data Science Full Course for Beginners - Python for Data Science
This video teaches Data Science and its key functions and concepts with a variety of demonstrations & examples to help you get started on the right foot.
Statistics for Data Science - Probability and Statistics for Engineers
Comprehensive 12-hour course covering essential statistics concepts for data science, from basics to advanced topics. Taught by Stanford PhD, includes practical applications and business problem-solving.
Machine Learning Full Course - Learn Machine Learning
This video will act as a Machine Learning Full Course, which will help you start as a beginner and take your Machine Learning skills to an advanced level.
Statistics for Machine Learning - Full Course
Comprehensive overview of statistical concepts for machine learning, covering probability, distributions, hypothesis testing, and practical implementation in R.
Inferential Statistics
Learn fundamental concepts of inferential statistics, including data collection, hypothesis testing, and statistical analysis techniques for making data-driven inferences and decisions.
Data Science with Python Full Course
Comprehensive introduction to data science, covering statistics, Python, machine learning, databases, exploratory analysis, visualization, deep learning, and neural networks with practical examples.