Curated Video
Build a Super Advanced Trading Bot on DYDX Hosted on AWS with Python - Statistical Arbitrage and Cointegration
In this video, we will explore the concepts of statistical arbitrage and cointegration. You will understand how statistical arbitrage can be applied to pairs trading strategies, and the importance of identifying cointegrated...
Curated Video
Understanding Demand Analysis and Correlation in Stock Trading
In this lesson, we delve into the significance of demand analysis and correlation in stock trading. We explore how price fluctuations in different companies, such as Starbucks and McDonald's, can be influenced by varying client bases and...
Curated Video
Understanding Investment Performance and Correlations
Description: In this enlightening lesson, we dive into the correlation between investment tools, investment life cycles, and market trends. Take a journey through the past five and ten years' performance of equities, commodities, and...
Curated Video
Optimal Portfolio Allocation: Balancing Risks for Maximum Returns
Building on our previous lesson about money management, this session delves into portfolio allocation theory with a practical example. Learn how to allocate your investments wisely to achieve a balanced and diversified portfolio....
Curated Video
Is AI Racist? Sometimes. | AI 103: Ethics (Part 1 of Many)
AI can be kind of racist. How does that happen, and how can we fix it?
Curated Video
Scatter Plots
“Scatter Plots” will explain how to construct a scatter plot and use it to predict values.
Curated Video
R Programming for Statistics and Data Science - Correlation Versus Regression
This video explains correlation versus regression. This clip is from the chapter "Linear Regression Analysis" of the series "R Programming for Statistics and Data Science".This section explains linear regression analysis.
Curated Video
Types of Relationships in Scatter Plots
In this video lesson, the teacher explains scatter plots and how they are used to show the relationship between two sets of data. They cover different types of relationships, including linear and nonlinear, and how to interpret the data...
Curated Video
R Programming for Statistics and Data Science - Covariance and Correlation
This video explains covariance and correlation. This clip is from the chapter "Exploratory Data Analysis" of the series "R Programming for Statistics and Data Science".This section explains exploratory data analysis.
Curated Video
Learn JMeter from Scratch on Live Applications - Performance Testin - Importance of Regular Expression in Parsing the Response
This video explains the importance of regular expressions in parsing the response. This clip is from the chapter "Handling Dynamic Responses - Advanced JMeter" of the series "Learn JMeter from Scratch on Live Applications - Performance...
Curated Video
Predictive Analytics with TensorFlow 4.1: Supervised Learning for Predictive Analytics
In this video, we will see a type of machine learning process that is supervised learning. We will also see linear regression. We will use it for movie rating prediction. • See the spam filtering example • Use linear regression for movie...
Curated Video
Understanding the Correlation between Obesity and Type 2 Diabetes
This video provides an explanation of type 2 diabetes and its correlation with obesity. It discusses the rise in type 2 diabetes diagnoses and obesity rates in many countries, and highlights excess body fat as the strongest risk factor...
APMonitor
Data Science 🐍 Interpolation
Interpolation constructs new prediction points from a discrete set of known data points. There are many types of interpolation such as nearest neighbor (piecewise constant), linear, polynomial, cubic spline, and basis spline. In...
Curated Video
Create a machine learning model of a real-life process or object : Implementing a Multi Layer Perceptron (Artificial Neural Network)
From the section: Regression Task Airbnb Prices in New York. We will use a real-world Airbnb dataset that contains data about New York properties for rent in 2019 on Airbnb, including their price. It is a simple dataset and makes a good...
APMonitor
Nonlinear Regression in MATLAB
A three parameter (a,b,c) model y = a + b/x + c ln(x) is fit to a set of data with the MATLAB APMonitor toolbox. This tutorial walks through the process of installing the solver, setting up the objective (normalized sum of squared...
FuseSchool
What Is Nuclear Fission?
"How does a nuclear reactor provide energy? What causes a nuclear meltdown? And how do we make this safe?
APMonitor
Visualization Case Study: Concrete Strength
Concrete mixtures have several variations. This data set is a case study for data visualization and exploration to predict the concrete compressive strength (MPa). 0:00 Introduction 0:20 Concrete Case Study 1:52 Jupyter Notebook Source...
APMonitor
Data Science 🐍 Features
Features are input values to regression or classification models. The features are inputs and labels are the measured outcomes. Classification predicts discrete labels (outcomes) such as yes/no, True/False, or any number of discrete...
ProTeachersVideo
Painting With Numbers: Lucky Numbers
Mathematician Marcus du Sautoy combines visual demonstrations with his unique gift for explanation to explains how maths can help us choose the best cat food, and pick our lottery numbers . Marcus explains how advertisers attempt to...
Healthcare Triage
The Diet Soda Myth and Barriers to Good Research
A recent study had a lot of negative things to say about diet sodas, but how seriously should we take that study? Observational research can be powerful and useful, but it can also lead to shaky outcomes. So, what does this study tell us...
APMonitor
Nonlinear Regression in Microsoft Excel
A three parameter (a,b,c) model y = a + b/x + c ln(x) is fit to a set of data with the Excel solver add-in. This tutorial walks through the process of installing the solver, setting up the objective (normalized sum of squared errors),...
Global Health with Greg Martin
Causality. Why you shouldn't use Bradford Hill criteria!
Determining causality isn't easy. Correlation doesn't mean causation. And yet where we see a strong correlation between an exposure and an outcome, we need to be able to determine if there is a cause and effect relationship. Public...
Healthcare Triage
AIDS Research and Cool Jobs in the Midwest/East Africa, featuring Dr. Rachel Vreeman
This week on the HCT podcast, we're talking to Dr. Rachel Vreeman, who is going to tell us about her super cool job. She works on a partnership between a hospital in Indiana and a hospital in Kenya, and researches AIDS treatment in...
Institute for New Economic Thinking
What Financial Regulators Can Learn from Network Theory
When regulators seek to identify systemically important financial institutions (SIFIs), they tend to focus on an institution's size and connectedness. But this approach mises an important dimension of systemic risk, according to Imre...