TED-Ed
TED-ED: Did Shakespeare write his plays? - Natalya St. Clair and Aaron Williams
Some people question whether Shakespeare really wrote the works that bear his name _ or whether he even existed at all. Could it be true that the greatest writer in the English language was as fictional as his plays? Natalya St. Clair...
Crash Course
Measures of Spread - Crash Course Statistics
Today, we're looking at measures of spread, or dispersion, which we use to understand how well medians and means represent the data, and how reliable our conclusions are. They can help understand test scores, income inequality, spot...
Crash Course
Randomness - Crash Course Statistics
There are a lot of events in life that we just can’t predict, but just because something is random doesn’t mean we don’t know or can’t learn anything about it. Today, we’re going to talk about how we can extract information from...
Science Buddies
Simple Explanation of the K-Means Unsupervised Learning Algorithm
Explore how machine learning can recommend music based on similarity
Curated Video
Financial Analysis - Build a ChatGPT Pairs Trading Bot - Benchmark Against Buy-and-Hold
Let's understand how to benchmark our pairs trading strategy against a buy-and-hold approach, a benchmark in trading and investing, and learn to interpret and analyze the performance of our pairs trading strategy relative to a...
Curated Video
Rust Programming 2023 - A Comprehensive Course for Beginners - Solution - Write Error Handling for a Program in Rust
This is a solution video on writing error handling for a program in Rust. This clip is from the chapter "Intermediate to Advanced Videos in Rust" of the series "Rust Programming 2023 - A Comprehensive Course for Beginners".null
Curated Video
Microsoft Project 2021 From Beginners to Advanced - Switch Between Tables
This video covers switching between different tables in Project 2021, such as the Task table, Resource table, and Assignment table. Learn to customize tables, save custom tables, and switch between different tables quickly. This clip is...
Curated Video
Microsoft Project 2021 From Beginners to Advanced - Calculated Custom Field - Part 1
In Part 1 of the calculated custom fields lesson, we will understand the concept of computed custom fields and how to create them to perform specific calculations related to project data. This clip is from the chapter "Custom Fields" of...
Curated Video
Microsoft Project 2021 From Beginners to Advanced - Fixed Task Costs
In this video, we will learn to work with tasks that have fixed costs associated with them. We will gain insights into managing and tracking expenses not subject to change during the project. This clip is from the chapter "Costs" of the...
Curated Video
Microsoft Project 2021 From Beginners to Advanced - Exercise 03-2
In this exercise video, we will create a custom field for a project we have not seen yet. We will save a baseline and change some estimates based on the plan. We will create a custom field of the type “flag†and summarize tasks with a...
Curated Video
Recommender Systems Complete Course Beginner to Advanced - Basics of Recommender System: Important Parameters
In this video, we will look at the important parameters defined in a recommender system.
Curated Video
Recommender Systems with Machine Learning - Important Parameters
This video talks about the important parameters of recommender systems. This clip is from the chapter "Basic of Recommender Systems" of the series "Recommender Systems with Machine Learning".This section focuses on the basics of...
Curated Video
Data Science Prerequisites - Numpy, Matplotlib, and Pandas in Python - What Is Regression?
In this video, we will understand what regression is. This clip is from the chapter "Machine Learning Basics" of the series "Data Science Prerequisites - NumPy, Matplotlib, and Pandas in Python".In this section, we will cover machine...
Curated Video
A Practical Approach to Timeseries Forecasting Using Python - Quiz Solution - Recurrent Neural Networks in Time Series Forecasting
This is a solution video of the quiz on RNN in time series forecasting. This clip is from the chapter "Recurrent Neural Networks in Time Series Forecasting" of the series "A Practical Approach to Timeseries Forecasting Using Python".This...
Curated Video
A Practical Approach to Timeseries Forecasting Using Python - Model Evaluation for Underfitting and Overfitting
This video demonstrates model evaluation for underfitting and overfitting. This clip is from the chapter "Recurrent Neural Networks in Time Series Forecasting" of the series "A Practical Approach to Timeseries Forecasting Using...
Curated Video
A Practical Approach to Timeseries Forecasting Using Python - Important Parameters
This video talks about the important parameters in time series forecasting. This clip is from the chapter "Recurrent Neural Networks in Time Series Forecasting" of the series "A Practical Approach to Timeseries Forecasting Using...
Curated Video
A Practical Approach to Timeseries Forecasting Using Python - Features of Time Series
This video explains the features of time series. This clip is from the chapter "Motivation and Overview of Time Series Analysis" of the series "A Practical Approach to Timeseries Forecasting Using Python".This section focuses on the...
Curated Video
A Practical Approach to Timeseries Forecasting Using Python - Course Introduction
This video talks about an overview of the course and its learning outcomes. This clip is from the chapter "Introduction" of the series "A Practical Approach to Timeseries Forecasting Using Python".This section provides an introduction to...
Packt
Quiz Solution
This is a solution video of the quiz on RNN in time series forecasting. This clip is from the chapter "Recurrent Neural Networks in Time Series Forecasting" of the series "A Practical Approach to Timeseries Forecasting Using Python".This...
Packt
Model Evaluation for Underfitting and Overfitting
This video demonstrates model evaluation for underfitting and overfitting. This clip is from the chapter "Recurrent Neural Networks in Time Series Forecasting" of the series "A Practical Approach to Timeseries Forecasting Using...
Higgsino Physics
Machine Learning: Bias VS Variance
Bias versus variance trade-off, under fitting vs over fitting trade-off. Showing why there is balance between being underfit when using a machine learning model to perform better on a test set, instead only performing good on the...
Curated Video
Variance and Standard Deviation
A video entitled “Variance and Standard Deviation” which describes ways that variance and standard deviation are used as measures in the real world.
Curated Video
R Programming for Statistics and Data Science - Variance, standard deviation, and coefficient of variability
This video explains variance, standard deviation, and coefficient of variability. This clip is from the chapter "Exploratory Data Analysis" of the series "R Programming for Statistics and Data Science".This section explains exploratory...
Curated Video
R Programming for Statistics and Data Science - Test for the Mean - Population Variance Known
This video explains test for the mean - population variance known. This clip is from the chapter "Hypothesis Testing" of the series "R Programming for Statistics and Data Science".This section explains hypothesis testing.