Catalyst University
Thermodynamic Parameters of Mixing | Example Calculations #1
In this video, I show you example calculations for ΔG, ΔS, ΔH, ΔV, all of mixing.
A Capella Science
Entropic Time (Billy Joel Parody)
Time runs backward in this exploration of why time runs forward, to the tune of Billy Joel's "For The Longest Time"
Professor Dave Explains
Free Energy of Dissolution
We've learned a lot about solution chemistry, and we've also learned about thermodynamics and spontaneity. So what about the spontaneity associated with dissolution? If an ionic solid dissolves in water, is this an enthalpically or...
Professor Dave Explains
IIT/JEE Chemistry Practice #28: Gibbs Free Energy
Practice REAL problems from actual past IIT/JEE exams with Professor Dave!
Catalyst University
Alkene Addition versus Elimination: A Thermodynamic Approach
Alkene Addition versus Elimination: A Thermodynamic Approach
Professor Dave Explains
IIT/JEE Chemistry Practice #30: Spontaneity
Practice REAL problems from actual past IIT/JEE exams with Professor Dave!
Curated Video
Probability Statistics - The Foundations of Machine Learning - Introduction
Welcome to the course. This is a quick introduction video to the course. This clip is from the chapter "Diving in with Code" of the series "Probability / Statistics - The Foundations of Machine Learning".In this section, we will first...
Curated Video
Implement a decision tree : Working of a Decision Tree
From the section: Mastering Kaggle Titanic Competition Using Random Forest. The module will cover Random Forest and thus cover decision trees and will encourage the student to make a Kaggle submission and introduce them to the online...
Curated Video
Probability Statistics - The Foundations of Machine Learning - Foundations of Bayesian Inference
In this video, we will cover the foundations of Bayesian inference. This clip is from the chapter "Applications to the Real World" of the series "Probability / Statistics - The Foundations of Machine Learning".In this section, we will...
Professor Dave Explains
IIT/JEE Chemistry Practice #29: Thermodynamics
Practice REAL problems from actual past IIT/JEE exams with Professor Dave!
Curated Video
Probability Statistics - The Foundations of Machine Learning - Application of Bayes Rule in the Real World - Spam Detection
In this video, we will cover the application of the Bayes rule in a real-world example for spam detection. This clip is from the chapter "Applications and Rules for Probability" of the series "Probability / Statistics - The Foundations...
Professor Dave Explains
The Third Law of Thermodynamics: Absolute Zero
Brr, it's so cold today! Could it get any colder? Is there a coldest possible temperature? Yes, there is! That seems strange, but now we know that temperature is just a measure of kinetic energy, so zero kinetic energy must mean zero...
Curated Video
Probability Statistics - The Foundations of Machine Learning - Practical Note: One-Hot Vector Encoding
In this video, we will cover one-hot vector encoding. This clip is from the chapter "Diving in with Code" of the series "Probability / Statistics - The Foundations of Machine Learning".In this section, we will first set up our working...
Curated Video
Probability Statistics - The Foundations of Machine Learning - Foundations, Data Types, and Representing Data
In this video, we will cover foundations, data types, and representing data. This clip is from the chapter "Diving in with Code" of the series "Probability / Statistics - The Foundations of Machine Learning".In this section, we will...
Curated Video
Probability Statistics - The Foundations of Machine Learning - Bayesian Inference Code Through PyMC3
In this video, we will cover Bayesian inference code through PyMC3. This clip is from the chapter "Applications to the Real World" of the series "Probability / Statistics - The Foundations of Machine Learning".In this section, we will...
Curated Video
Probability Statistics - The Foundations of Machine Learning - Dispersion and Spread in Data, Variance, Standard Deviation
In this video, we will cover dispersion and spread in data, variance, standard deviation. This clip is from the chapter "Measures of Spread" of the series "Probability / Statistics - The Foundations of Machine Learning".In this section,...
Professor Dave Explains
Practice Problem: Calculating Free Energy Change
We know that the free energy change associated with a process will tell us whether it is spontaneous or not. And we also know that this depends on the change in enthalpy and the change in entropy for that process, as well as the...
Curated Video
Probability Statistics - The Foundations of Machine Learning - Applying Entropy - Coding Decision Trees for Machine Learning
In this video, you will learn how to apply Entropy by coding decision trees for machine learning. This clip is from the chapter "Applications to the Real World" of the series "Probability / Statistics - The Foundations of Machine...
Curated Video
Probability Statistics - The Foundations of Machine Learning - Continuous Distributions Code
In this video, we will cover continuous distributions code. This clip is from the chapter "Random Variables - Rationale and Applications" of the series "Probability / Statistics - The Foundations of Machine Learning".In this section, we...
Curated Video
Probability Statistics - The Foundations of Machine Learning - Discrete Distributions Through Code
In this video, we will cover discrete distributions through code. This clip is from the chapter "Random Variables - Rationale and Applications" of the series "Probability / Statistics - The Foundations of Machine Learning".In this...
Catalyst University
Thermodynamic Parameters of Solution Mixing
Thermodynamic Parameters of Solution Mixing
Curated Video
Probability Statistics - The Foundations of Machine Learning - Dispersion Exploration Through Code
In this video, we will cover dispersion exploration through code. This clip is from the chapter "Measures of Spread" of the series "Probability / Statistics - The Foundations of Machine Learning".In this section, we will cover measures...
Curated Video
Probability Statistics - The Foundations of Machine Learning - Dependence and Variance of Two Random Variables
In this video, we will cover the dependence and variance of two random variables. This clip is from the chapter "Visualization in Intuition Building" of the series "Probability / Statistics - The Foundations of Machine Learning".In this...