Curated Video
Fair Share: Mean of a Data Set
Fair Share: Mean of a Data Set uses the mean of a given data set, describe fair share by drawing pictures.
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
Line Plots
The video titled “Line Plots” provides an overview of a line plot and plots two groups of data as examples.
Curated Video
Measures of Central Tendency
"Statistical Measures" explains mean, median, mode, mean absolute deviation, range, and interquartile range.
Curated Video
Comparing Range on Double Box Plots
In this video, the teacher explains how to find the difference in the range of data for two different stores using a double box plot. They define range as the difference between the minimum and maximum values in a dataset. This video...
Curated Video
Visualizing Neural Networks | AI 101
In this month's AI 101, we're learning how to visualize neural networks, and how that can help us better understand our models.
Curated Video
Why is AI So Expensive?
AI has so many uses, yet the main reason why more companies don't use it is the cost. But what makes it so expensive?
Curated Video
How To Make Algorithms Fairer | Algorithmic Bias and Fairness
In the second part of this series on Algorithmic Bias and Fairness, we're looking at how we can make artificial intelligence and algorithms fairer.
Curated Video
ImageNet and The Challenge of Building Large Datasets
Turns out making large machine learning datasets is pretty hard. Let's look at how one has evolved over the years!
Curated Video
Lensa AI Is... Complicated | AI Avatars + The Ethics of AI Art
Lensa AI Is... Complicated | AI Avatars + The Ethics of AI Art
Curated Video
How to Make Synthetic Data | Synthetic Data Generation for Machine Learning
How to Make Synthetic Data | Synthetic Data Generation for Machine Learning
Curated Video
DeepMind's AlphaCode - Better Than OpenAI Codex?
DeepMind's AlphaCode - Better Than OpenAI Codex?
R Programming 101
Using R programming to manage categorial variables or factors using the forcats package
If you're analysing data using R programming then you'll want to learn about the forcats package that can be used to manipulate categorical variables or factors. Data analysis doesn't need to be difficult. If you're learning statistics...
Curated Video
Differential Privacy + Federated Learning Explained (+ Tutorial) | #AI101
In this month's AI 101, we're learning about differential privacy and federated learning.
Curated Video
Did Artificial Intelligence Help Us Fight COVID?
At the beginning of the pandemic, there was a lot of excitement around the use of machine learning to fight COVID. But now that we're 18 months into it, did AI actually help?
Curated Video
Can Language Models Lie? | WebGPT, DeepMind Retro, and The Challenge of Fact-Checking in LLMs
Can Language Models Lie? It's complicated, but we're teaching them to do better.
Curated Video
Can AI Detect Your Emotions?
There's been a lot of hype about AI-based emotion recognition. How much is reality?
Curated Video
10 Popular Machine Learning Datasets, Explained
In this month's AI 101, we're taking a look at 10 popular datasets that you can use to improve your machine learning skills.
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
Best Fit
A video entitled "Best fit" which explains how to calculate measures of center and measures of variation and discusses how to determine the value that best represents a data set.
Curated Video
Statistical Measures
A video entitled "Statistical Measures" which explains mean, median, mode, mean absolute deviation, range, and interquartile range.
R Programming 101
Separate and Unite - manipulate your data with R programming
If you're working with data or learning to do statistical analysis using R programming, then this is a short tutorial that will help you use and understand the seperate and unite functions as part of the tidyverse set of packages. So if...
R Programming 101
Lollipop Graph using ggplot.
If you're interested in Data Visualization then you've come to the right place. Ggplot (or ggplot2) is an extremely powerful package used in R programming to develop plots and graphs. A lollipop graph is an excellent example of how you...