APMonitor
Split Data for Machine Learning
Splitting data ensures that there are independent sets for training, testing, and validation. Data can be divided into sequential blocks where the order is preserved (e.g. time series) or with random selection (shuffle). Cross-validation...
Weatherthings
Weather Things: Cumulus
Clouds manifest moisture condensed in the air. In this program they are appreciated and pondered. Clouds give clues to wind direction, humidity levels, weather patterns, and they just make pretty sights. We look at the basic type of...
Curated Video
Describe a neural network : Evaluate Accuracy
From the section: Introduction to Artificial Neural Networks (ANN). This section introduces Artificial Neural Networks. You will learn about Neural Network for Binary Classifications, Neural Network with PCA for Binary Classifications,...
Packt
Develop an AI system to solve a real-world problem : Classification versus Regression
From the section: Predicting Sales with Supervised Learning. In this section, learners will use their first machine learning techniques, including Support Vector Machines and Artificial Neural Networks. These techniques will be applied...
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
Create a computer vision system using decision tree algorithms to solve a real-world problem : Building Deep Neural Networks with Keras, Normalization, and One-Hot Encoding.
From the section: Deep Learning and Tensorflow: Part 1. In this section, we’ll talk about what Deep Learning is, and how TensorFlow works at a low level. Deep Learning and Tensorflow: Part 1: Building Deep Neural Networks with Keras,...
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...
Cerebellum
Late Scientific Revolution - Nehemiah Grew
Part II of The Scientific Revolution explores the latter half of this movement and the gradual acceptance of scientific truth. This fascinating period of history chronicles European society's emergence from church domination that...
Curated Video
Julia for Data Science (Video 26)
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...
Fun Robotics
Class Project Cat, Dog and Duck
Creating Smart Classification system categorizing Cat, Dogs and Duck
Fun Robotics
Unsupervised Learning and Clustering
Introduce and define the concept of unsupervised learning
Curated Video
Use a real-life example of an AI system to discuss some impacts of cyber attacks : Practical Backdoor 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...
Professor Dave Explains
Lycophytes: Early Vascular Plants
We learned all about nonvascular plants, which are called bryophytes, so what came next in the evolutionary time line for plants? Eventually vascularization came about, and the first vascular plants were called lycophytes. What were...
Curated Video
Use a real-life example of an AI system to discuss some impacts of cyber attacks : Attacks on Classification and How They Work
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 describe why adversarial attacks occur and how...
Curated Video
Image Classification Versus Object Detection Versus Semantic Segmentation
In this video, we will cover image classification versus object detection versus semantic segmentation. This clip is from the chapter "Describe Features of Computer Vision Workloads on Azure (15-20%)" of the series "AI-900: Microsoft...
Curated Video
Power BI Masterclass - Learning DAX: Customer Classification with Custom Label Calculation
In this video, we will be learning DAX to find out customer classification with custom label calculation. This clip is from the chapter "DAX, Excel, and More" of the series "Power BI Masterclass".In this section, we will be understanding...
Brian McLogan
Overview of points lines plans and their location
👉 Learn how to label points, lines, and planes. A point defines a position in space. A line is a set of points. A line can be created by a minimum of two points. A plane is a flat surface made up of at least three points. A point is...
APMonitor
Introduction to OT Cybersecurity
Cybersecurity is the protection of networks and computer systems, including hardware and software, against cyberattacks. Of particular interest to engineers is the computer control of physical systems that monitor and control...
Astrum
Did We Just Discover More 'Oumuamua Type Objects?
Oumuamua and Borisov are not the only interstellar interlopers. We know of many more. Here's what we know about them so far.
Brian McLogan
How do we label a point line and plane
👉 Learn how to label points, lines, and planes. A point defines a position in space. A line is a set of points. A line can be created by a minimum of two points. A plane is a flat surface made up of at least three points. A point is...
Packt
Custom Vision Service
In this video, we will cover custom vision service. This clip is from the chapter "Describe Features of Computer Vision Workloads on Azure (15-20%)" of the series "AI-900: Microsoft Azure AI Fundamentals Video Course + Ques".In this...
Curated Video
Demo 3.1 Automated Machine Learning
In this demo video, we will work on automated machine learning. 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...
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...
Guinness World Records
Most Bird Species in an Aviary
Sri Ganapathy Sachchidananda Swamiji looks after 468 bird species in his aviary in India. Use to prompt a discussion about species, and the classification system within the animal kingdom. It could also introduce the idea that even in...