Choosing the Test, With Tests
Learn to select and apply statistical tests, interpret p-values, and perform analyses using Excel, covering t-tests, regression, and chi-square tests for various data types.
Statistics
Comprehensive statistics screencasts for engineers, covering data analysis, regression, distributions, hypothesis testing, and advanced topics with practical applications in MATLAB, Excel, and POLYMATH.
Mathematics
Comprehensive screencasts on advanced mathematical concepts, including equations, matrices, and regression analysis, with practical applications using Excel and POLYMATH software.
E2EML - How Selected Models and Methods Work
Explore key machine learning algorithms and methods, including decision trees, Bayes Theorem, autocorrelation, Support Vector Machines, and k-nearest neighbors, in this comprehensive video series.
Cool Math Series
Explore fascinating mathematical concepts, from knot theory to non-Euclidean geometry, in an accessible and engaging series designed for a wide audience.
Normal Distribution
Explore the Normal Distribution, including standard forms, calculations, Central Limit Theorem, and confidence intervals. Learn to model and solve various probability problems.
Binomial Distribution
Learn to calculate and interpret binomial probabilities using formulas, tables, and graphs. Explore the binomial distribution as a statistical model for real-world applications.
Hypothesis Tests
Comprehensive guide to advanced hypothesis testing techniques, covering correlation, contingency tables, and non-parametric tests for various statistical scenarios and data types.
Discrete Probability Tables
Learn to create, analyze, and modify discrete probability distribution tables, including calculating mean, variance, mode, and median.
Time Series
Explore time series analysis techniques including forecasting, regression, moving averages, and trend analysis for data-driven insights.
Hypothesis Testing
Explore advanced statistical techniques including correlation tests, non-parametric methods, and contingency tables for robust data analysis and hypothesis evaluation.
GCSE Maths Revision - Statistics and Probability
Comprehensive statistics and probability revision covering key topics for GCSE exams, including averages, probability trees, charts, and data representation methods.
Basic Probability
Explore fundamental probability concepts, from problem-solving with shapes to experimental probability and Venn diagrams, enhancing your mathematical reasoning skills.
Machine Learning 1 - 2020
Comprehensive introduction to machine learning fundamentals, covering probability theory, regression, classification, neural networks, clustering, and advanced topics like kernels and Gaussian processes.
Applied Analytical Programming
Comprehensive introduction to statistical concepts and analytical programming, covering probability, distributions, hypothesis testing, regression, and data visualization techniques.
Introduction to Business Analytics
Comprehensive introduction to business analytics covering data manipulation, statistical concepts, visualizations, and analytical techniques for informed decision-making in business contexts.
Tips to Be a Better Problem Solver - Lockdown Live Math
Explore problem-solving techniques in mathematics through engaging examples from geometry, trigonometry, and probability. Enhance your analytical skills with practical tips and interactive exercises.
Standard Normal Distribution Tables, Z Scores, Probability & Empirical Rule - Stats
Comprehensive tutorial on standard normal distributions, Z-scores, probability calculations, and statistical analysis techniques with practical examples and problem-solving approaches.
Central Limit Theorem - Sampling Distribution of Sample Means - Stats & Probability
Comprehensive exploration of the Central Limit Theorem, covering sampling distributions, statistical concepts, and probability problems with practical examples and various distribution types.
Hamilton Lottery Simulator - Probability and DOM
Build a Hamilton Tickets Lottery Simulator using p5.js, exploring probability concepts and dynamic DOM manipulation. Learn to simulate real-world scenarios and create interactive web applications.
Chaos in Mechanical Systems, Routh Procedure, Ignorable Coordinates and Symmetries - Noether's Theorem
Explore chaotic dynamics, Routhian method, and Noether's theorem in mechanical systems. Learn about ignorable coordinates, constants of motion, and their relation to physical symmetries through various examples.