Curated Video
Did DeepMind Solve One of Biology's Biggest Challenges? | AlphaFold 2
Did DeepMind solve the protein folding problem with AlphaFold 2? Stay tuned to find out.
APMonitor
Linear and Polynomial Regression in Python
This brief tutorial demonstrates how to use Numpy and SciPy functions in Python to regress linear or polynomial functions that minimize the least squares difference between measured and predicted values. Source Code:...
Curated Video
Create a machine learning model of a real-life process or object : Adding More Metrics to Gain a Better Understanding
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...
Curated Video
Practical Data Science using Python - Regression Models and Performance Metrics
This video explains regression models and performance metrics. This clip is from the chapter "Machine Learning" of the series "Practical Data Science Using Python".This section explains machine learning.
Curated Video
Practical Data Science using Python - Linear Regression OLS Assumptions and Testing
This video explains linear regression OLS assumptions and testing. This clip is from the chapter "Linear Regression" of the series "Practical Data Science Using Python".This section explains linear regression.
Curated Video
Practical Data Science using Python - Linear Regression Model Optimization
This video explains linear regression model optimization. This clip is from the chapter "Linear Regression" of the series "Practical Data Science Using Python".This section explains linear regression.
Curated Video
Practical Data Science using Python - Linear Regression Model Evaluation and Optimization
This video explains linear regression model evaluation and optimization. This clip is from the chapter "Linear Regression" of the series "Practical Data Science Using Python".This section explains linear regression.
Curated Video
Calculating Residuals: Measuring the Accuracy of Predictions
In this video, we discuss the concept of a line of best fit and how it can be used to make predictions about data. We also highlight the importance of positive and negative residuals and how they balance each other out in determining the...
Curated Video
Exploring the Results of Bivariate Data
In this video, the teacher explains the concept of residuals and how they can be used to assess the appropriateness of a linear regression model for a given data set. The teacher provides examples and demonstrates how to calculate...
Curated Video
Assessing the Fit of a Line Using Residuals
In this video, the teacher explains how to determine which line provides a better fit to a scatterplot by drawing residuals. Residuals represent the difference between the actual values and the predicted values by the line of best fit.
Curated Video
Understand the Least Squares Regression Line
This video explains the concept of the least squares regression line and its importance in finding the best fit for scatter plots. It demonstrates how residuals, which represent the distance between the actual values and the predicted...
Getty Images
Flooding in Palo Duro Canyon, TX
Residual flooding in Palo Duro Canyon, TX after two days of heavy rain soak the area.
Bloomberg
What Are the Worries for the U.S. Auto Industry?
May 20 -- Bloomberg Gadfly Columnist Chris Bryant reports on underwater U.S. auto loans. He speaks on "Bloomberg Markets." His opinions are his own.
Bloomberg
Yen May Rise to 95 Per Dollar, TD Securities' McCormick Says
Jan.16 -- Mark McCormick, North American head of foreign-exchange strategy at TD Securities, talks about Asian, European currencies and the dollar. He speaks with David Ingles, Yvonne Man and Rishaad Salamat on "Bloomberg Markets: China...
AFP News Agency
CLEAN : Iraq unrest the result of bad decisions (McCain)
CLEAN : Iraq unrest the result of bad decisions (McCain)
Sophia Learning
Sophia: Residuals: Lesson 1
This lesson will explain residuals. It is 1 of 3 in the series titled "Residuals."
Sophia Learning
Sophia: Residuals: Lesson 3
This lesson will explain residuals. It is 3 of 3 in the series titled "Residuals."