Curated Video
Predictive Analytics with TensorFlow 5.2: Using kNN for Predictive Analytics
kNN is non-parametric and instance-based and is used in supervised learning. In this video, we will see working principles of kNN, we will also implement kNN-based predictive model. • See the working principles of kNN • Implement a...
APMonitor
Vision Deep Learning
In computer vision, deep learning has proven useful to extract patterns from images. Deep learning uses a neural network and optimization to relate features (pixels) to a desired label. As opposed to Cascade Classifiers, deep learning...
Curated Video
Classification Versus Regression Versus Clustering Machine Learning Types
In this video, we will cover classification versus regression versus clustering machine learning types. This clip is from the chapter "Fundamental Principles of Machine Learning on Azure (30- 35%)" of the series "AI-900: Microsoft Azure...
Curated Video
Create a computer vision system using decision tree algorithms to solve a real-world problem : Support Vector Machines (SVM) and Support Vector Classifiers (SVC)
From the section: Machine Learning: Part 2. In this section, we’ll cover Bayes Theorem, Naive Bayes, SVM and SVC to classify data. Machine Learning: Part 2: Support Vector Machines (SVM) and Support Vector Classifiers (SVC)
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
Predictive Analytics with TensorFlow 7.4: Deep Belief Networks
While weights of an MLP are initialized randomly, a DBN uses a greedy layer-by-layer pretraining algorithm to initialize the network weights through probabilistic generative models composed of a visible layer and multiple layers of...
Science360
Biometrics - Science of Innovation
A method for capturing and analyzing the vein patterns in the white part of the eye to help identify people. Biometrics has potential applications for driver's licenses, passports or computer identification control. Provided by the...
APMonitor
Data Engineering Overview
Data engineers consolidate and prepare data for visualization, cleansing, scaling, and data division for training, validation, and testing. Data Engineering: Part 1 Gathering data is the process of consolidating disparate data (Excel...
3D Print General
Cura Experimental - Draft Shields - Support in Chunks - Conical Supports - Printable Overhangs
This is the fourth video exploring some of the experimental settings in Cura. This time we explore Draft Shields, Breaking Supports in Chunks, Conical Supports, and Printable Overhangs.
APMonitor
Detect Steel Plate Defects with ML
Steel plate defects are extracted from photos of several faulty steel plates with surface imperfections. Image analysis revealed 27 different features to describe the steel fault. A total of 6 unique types of faults are categorized, with...
Fun Robotics
Content Based Recommender System
Implementing the K-nearest neighbor algorithm to recommend a car based on customers' specifications.
Visual Learning Systems
Investigating Protists: Video Review
Eukaryotes that are clearly not animals, plants, or fungi belong to a very diverse and fascinating group called protists. This series of videos uses captivating video footage to illustrate organisms from tiny microscopic creatures to...
Curated Video
GCSE Secondary English Age 13-17 - Writing: Writing a Speech Part 2 - Explained
SchoolOnline's Secondary English videos are brilliant, bite-size tutorial videos delivered by examiners. Ideal for ages 13-17, they cover every key skill in English Reading and Writing that students need to master in clear and easy to...
Learning Mole
Evolution of Birds
This animated science video lesson is all about how birds evolved. Students will love this engaging and interactive video as they learn more about cultures and stories of birds.
Visual Learning Systems
The Amazing Nervous System: Video Review
From skiing down a steep mountain, to playing the piano, the nervous system enables us to accomplish remarkable tasks. This video focuses on the amazing structures in the nervous system that allows humans to maintain and carry out a wide...
Visual Learning Systems
Features of Fish: Video Review
This colorful, lively series of videos explores the fascinating features of fishes. The major characteristics of this widely diverse group of vertebrates are described through the use of live-action video. Special attention is paid to...
Physics Girl
Are machines better at quantum physics than humans?
Machine learning is an exciting and growing field of computer science. Physics is using machine learning in the field of quantum mechanics to learn about unusual phase transitions Video on Jabril's channel
Curated Video
Transport System in Plants: Transpiration and Translocation
This is an educational video that explains the concepts of transpiration and translocation in plants, while also exploring the transport system in plants. The video takes a closer look at the different features of plants, including root...
Brainwaves Video Anthology
Ruben Puentedura - Rethinking Educational Technology
Dr. Ruben Puentedura is the Founder and President of Hippasus, a consulting firm based in Western Massachusetts, focusing on transformative applications of information technologies to education. He has implemented these approaches for...
Curated Video
France, Chateau de Pierrefonds
In the 12th century, a castle was built on this site. Two centuries later, in 1392, King Charles VI turned the County of Valois into a Duchy and gave it to his brother Louis, Duke of Orleans. From 1393 to his death in 1407, the latter...
Curated Video
Data Science and Machine Learning with R - Introduction to Data Frames
This video explains introduction to data frames. This clip is from the chapter "Data Types and Structures in R" of the series "Data Science and Machine Learning with R from A-Z Course [Updated for 2021]".This video explains data types...
APMonitor
ML: Li-ion 🔋 Crystal Structure
Physical and chemical properties of the Lithium-ion silicate cathodes are used to predict the crystal structure of a Lithium-ion battery material as monoclinic, orthorhombic and triclinic. This case study demonstrates how feature...
de Dicto
Understanding Human Psychology Through Robots with Prof. Angelo Cangelosi: Natural language processing and computer vision
How does natural language processing and computer vision applied to robots differ from the standard tasks they do in other areas? Understanding Human Psychology Through Robots with Prof. Angelo Cangelosi, Part 2
Curated Video
Julia for Data Science (Video 24)
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...