Bozeman Science
Mathematics - Biology's New Microscope
Paul Andersen (with the help of PatricJMT) explains why mathematics may be biology's next microscope.
Bozeman Science
Thinking in Change - Level 4 - Quantifying and Modeling Change
In this video Paul Andersen shows conceptual thinking in a mini-lesson on quantifying and modeling change. Two examples are included in the video and two additional examples are included in the linked thinking slides. TERMS Change - to...
Curated Video
Data Science and Machine Learning with R - Linear Regression: A Simple Model Introduction
This video explains a simple linear regression model. This clip is from the chapter "Linear Regression: A Simple Model" of the series "Data Science and Machine Learning with R from A-Z Course [Updated for 2021]".This section explains...
Curated Video
Create a computer vision system using decision tree algorithms to solve a real-world problem : What is Machine Learning?
From the section: Machine Learning: Part 1. In this section, we’ll learn how machine learning works, and how it fits in with the world of AI and deep learning. And learn to train, test and validate the data using K-fold cross-validation....
Institute for New Economic Thinking
Doyne Farmer - Macroeconomics From the Bottom Up
In 2006, the Fed asked its macroeconometric model what would happen if house prices dropped by 20%. The model projected the past into the future and said: "Not much." Well, the financial crisis proved it wrong. Meanwhile, DSGE models,...
Curated Video
Probability Statistics - The Foundations of Machine Learning - Spam Detection - Implementation Issues
In this video, we will cover spam detection - implementation issues. This clip is from the chapter "Applications and Rules for Probability" of the series "Probability / Statistics - The Foundations of Machine Learning".In this section,...
Physics Girl
1D Motion & Kinematics - Physics 101 / AP Physics 1 Review with Dianna Cowern
Never taken physics before? Want to learn the basics of physics? Need an AP Physics 1 review before the exam? This course is for you! Exercises in this video: PROBLEM 1 A girl is riding her bike with a constant velocity of 10 m/s. How...
California Academy of Sciences
Ca Academy of Sciences: Science Heroes: Jack Dumbacher, Elegance of Evolution
See evolutionary biologist Jack Dumbacher explain how mathematical models can reconstruct the evolution of organisms. [1:38]