SciShow
Data Mining: How You're Revealing More Than You Think
Data mining recently made big news with the Cambridge Analytica scandal, but it is not just for ads and politics. It can help doctors spot fatal infections and it can even predict massacres in the Congo.
Crash Course
Unsupervised Machine Learning - Crash Course Statistics
Today we're going to discuss how machine learning can be used to group and label information even if those labels don't exist. We'll explore two types of clustering used in Unsupervised Machine Learning: k-means and Hierarchical...
Curated Video
Machine Learning: Random Forest with Python from Scratch - Clustering
In this lesson, you will learn about an unsupervised branch of learning called clustering, which involves grouping elements with no labels to classify them. This clip is from the chapter "Introduction to Machine Learning" of the series...
Curated Video
Machine Learning: Random Forest with Python from Scratch - Classification versus Regression
Let's learn about the three modes of machine learning: classification, regression, and clustering. This clip is from the chapter "Introduction to Machine Learning" of the series "Machine Learning: Random Forest with Python from...
Curated Video
AWS Certified Solutions Architect Associate (SAA-C03) - General Best Practices
In the final video of this course, you will review best practices related to high availability, scaling and continued learning. Consider this an important checkpoint in the learning process. If you do not fully understand any of the...
Curated Video
AWS Certified Solutions Architect Associate (SAA-C03) - High Availability Solutions
Availability means that a resource is there when you need it and where you need it. With databases, this is of ultimate importance. In this video, you will explore the high availability solutions for databases in AWS.
Curated Video
How to Chair Creative Meetings: Tools and Techniques
Sometimes you need your meeting to deliver a creative idea or solution to a problem. And there's an art to chairing creative meetings. So, in this video, I'll suggest my favorite tools for facilitating creative meetings. These will help...
Curated Video
Scatter Plots
“Scatter Plots” will explain how to construct a scatter plot and use it to predict values.
Curated Video
Julia for Data Science (Video 20)
Julia is an easy, fast, open source language that if written well performs nearly as well as low-level languages such as C and FORTRAN. Its design is a dance between specialization and abstraction, providing high machine performance...
APMonitor
Data Science 🐍 Classification
Classification predicts discrete labels (outcomes) such as yes/no, True/False, or any number of discrete levels such as a letter from text recognition, or a word from speech recognition. There are two main methods for training...
Curated Video
Estimating to Check the Reasonableness of Your Answer in Word Problems
In this video, students will learn how to estimate the answer to a word problem and check the reasonableness of their answer. The video covers different estimation strategies such as rounding, clustering, using friendly numbers, and...
Fun Robotics
Segmenting Mall Customers
Implementing the Kmeans clustering method to segment customers from a mall dataset.
Curated Video
Predictive Analytics with TensorFlow 5.1: Using K-means for Predictive Analytics
This video will have a brief introduction to the unsupervised machine learning technique. We will also look at k-means for predictive analytics. • Understand the concept of clustering • See how k-means work • Use k-means for predicting...
Curated Video
Assessing the Reasonableness of Sums Using Clustering
In this lesson, students will learn how to assess the reasonableness of addition problems by using clustering. By grouping similar-sized numbers together, they can estimate the sum and check if the actual answer is reasonable. This...
Fun Robotics
Working Principle of KMeans Clustering
Describes the working principle of a Kmeans algorithm.
Fun Robotics
Kmeans Clustering Method
Implementing the Kmeans clustering method to form groups of people in a dataset.
Curated Video
Learning Objectives - Fundamental Principles of Machine Learning on Azure (30- 35%)
In this video, we will understand the learning objectives of this domain. This clip is from the chapter "Fundamental Principles of Machine Learning on Azure (30- 35%)" of the series "AI-900: Microsoft Azure AI Fundamentals Video Course +...
Curated Video
Use a real-life example of an AI system to discuss some impacts of cyber attacks : Introduction to Machine Learning Tasks
From the section: Security Test Using Adversarial Attack. In this section, you will test any AI system against the latest attacks with the help of simple tools. The aim of this video is to give an overview of machine learning tasks. This...
Fun Robotics
Unsupervised Learning and Clustering
Introduce and define the concept of unsupervised learning
Curated Video
Machine Learning Algorithms
In this video, we will cover machine learning algorithms. This clip is from the chapter "Fundamental Principles of Machine Learning on Azure (30- 35%)" of the series "AI-900: Microsoft Azure AI Fundamentals Video Course + Ques".In this...
Curated Video
Tips, Tricks, and Techniques for Node.js Development 5.4: Node Process Manager
In this video, we will see how to use a process manager to keep our Node.js applications up and running. • Get an introduction to node process manager • Show strongloop • Show pm2
Curated Video
Who is going to win the US mid-term elections?
Can the Democrats take back the House of Representatives from the Republicans? In what is perhaps the most significant mid-terms ever, The Economist's Data Editor gives our prediction on who is going to win.
Curated Video
Use a real-life example of an AI system to discuss some impacts of cyber attacks : Practical Poisoning Attacks
From the section: Build a Threat Model and Learn Different Attacks on AI. In this section, you will create a high-level threat model for AI solution to choose the right priorities against various threats. The aim of this video is to...