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
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
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
DeepMind's AlphaCode - Better Than OpenAI Codex?
DeepMind's AlphaCode - Better Than OpenAI Codex?
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.
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
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
Statistical Measures
A video entitled "Statistical Measures" which explains mean, median, mode, mean absolute deviation, range, and interquartile range.
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.
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...
R Programming 101
Ggplot - using geometries
If you're using R programming for data visualization then you're going to love this video. Creating plots and graphs using ggplot2 couldn't be easier. Ggplot using a concept called geoms (or geometries) to determine the type of plot that...
R Programming 101
Error Bars using R programming
If you're using R programming to do data visualization using ggplot2, then you'll love this video. Greg Martin walks you through the process of creating error bars on your plots and graphs. This can be used for bar charts, scatter plots,...
R Programming 101
Advanced ggplot #2 - create beautiful plots and graphs using R programming.
This is my second advanced ggplot video that explores using R programming to create facets. Data visualisation is an important part of data analysis and communicating your findings. Ggplot2 is an incredibly powerful tool for data...
R Programming 101
Advanced ggplot (episode #1)
If you are doing data visualisation with ggplot the you'll find this video useful. ggplot2 is one of the tidyverse packages and is used to create graphs and plots. Data visualization is an important part of both understanding and...
R Programming 101
Advanced ggplot - using facets
If you are using R programming to do data visualisation then you'll love working with the ggplot2 package. This video is part of the advanced ggplot series and in it we explore the use of facets in your plots and graphs. You might be...
R Programming 101
Encircled observations - use ggplot and ggalt to create great plots and data visualization.
Encircled observations - use ggplot and ggalt to create great plots and data visualization.
Curated Video
Find and Compare Median and Range
In this short math video we will find & compare median and range of two line plots to answer a standardized math test question. We will define median and range. We will understand that the median of a data set is found by putting the...
Curated Video
Create a Simple SIEM
Learn the basic feature of SIEM solutions; logs aggregation using Powershell commands.