Curated Video
News at Five
The video “News at Five” makes a pictograph using information found on a weather map.
Curated Video
Interpret Data on a Bar Graph
Interpret Data on a Bar Graph solves multi-step word problems by using information presented in a bar graph using the four properties of operation.
Curated Video
Can We Teach AI To Talk? | #AI101
This week, we’re talking about Natural Language Processing! Stay tuned for the end of the video for a lot of bloopers :)
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...
Curated Video
Subtract with a Number Line
A video entitled “Subtract with a Number Line” describes ways to solve subtraction problems using a number line.
Curated Video
Modern Web Design with HTML5, CSS3, and JavaScript - Creating an HTML Form Using Cascading Style Sheets (CSS) Grid
This video demonstrates how to create an HTML form using CSS Grid. This clip is from the chapter "Creating a Simple Website from Scratch" of the series "Modern Web Design with HTML5, CSS3, and JavaScript".This section explains how to...
Curated Video
AWS Certified Data Analytics Specialty 2021 – Hands-On - Machine Learning 101
This video focuses on machine learning. This clip is from the chapter "Appendix - Machine Learning Topics for the Legacy AWS Certified Big Data Exam" of the series "AWS Certified Data Analytics Specialty (2022) Hands-on".In this section,...
Curated Video
Modern Web Design with HTML5, CSS3, and JavaScript - Learning about Form Field Options with HTML5 Tags
This video introduces you to the form field options with HTML5 Tags. This clip is from the chapter "Creating Web Pages with HTML5" of the series "Modern Web Design with HTML5, CSS3, and JavaScript".This section demonstrates how to create...
Fun Robotics
Project Text Classification
Implementing a Text Classification project by using Natural Language Processing to understand the sentiment of move reviews
Curated Video
Understanding Graphs: Answering Different Types of Questions
In this video, students learn about the different types of questions that can be answered by looking at graphs. The video explains the different parts of a bar graph and a picture graph, and highlights common mistakes students make when...
Curated Video
Create a computer vision system using decision tree algorithms to solve a real-world problem : [Activity] Logistic Regression In Action
From the section: Machine Learning: Part 1. In this section, we’ll learn how machine learning works, and how it fits in with the world of AI and deep learning. And learn to train, test and validate the data using K-fold cross-validation....
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...
Bethany Thiele, Art Teacher
How to Create an Image Transfer using Wax Paper and Printer Ink
In this video I will show you How to Create an Image Transfer using Wax Paper and Mail Label Paper! I’ll show you how to burnish (rub it) to make the transfer as well as how to transfer the image with acrylic gel medium. I use my “at...
Curated Video
Collecting and Organizing Measurement Data with a T Chart
In this lesson, students learn how to collect measurement data by organizing it on a T chart. They are taught how to measure using rulers and record measurements as mixed numbers. The T chart helps them organize the data by recording...
Fun Robotics
Types of Machine Learning
Describes the 3 main types of machine learning namely supervised, unsupervised, and reinforcement learning.
Curated Video
Predictive Analytics with TensorFlow 7.3:Using Multilayer Perceptrons for Predictive Analytics
For this video, we will be using bank marketing datasets. The data is related to direct marketing campaigns of a Portuguese banking institution. The marketing campaigns were based on phone calls. We will do predictive analytics using...
Curated Video
Labeling and Titling Graphs: Understanding Data Collection
In this video, the teacher explains the importance of labeling and titling graphs to accurately interpret the data. Using examples of bar graphs and picture graphs, the teacher demonstrates how incomplete labeling can lead to confusion....
Hip Hughes History
AP American Government: Ideology 101
A basic, skimming of ideology and framework to analyzing government.
Curated Video
Describe a neural network : Multi-class Classification Using Neural Networks with caret
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,...
Curated Video
Predictive Analytics with TensorFlow 8.4: CNN-based Predictive Model for Sentiment Analysis
This video will try to see if we can use CNN for such a use case and experience much better accuracy. Well, the motivation here is that we know CNN is mostly suitable for handling image recognition, classification, or pattern...
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...
R Programming 101
How to use ggplot to create beautiful scatter plots. This is an R programming for beginners video
Data visualisation is easy when you use ggplot. Ggplot2 is package and forms part of the tidyverse group of packages in R. Ggplot is used to create amazing plots and graphs. In this video I talk you though how to visualise two numeric...
Curated Video
Predictive Analytics with TensorFlow 9.1: Using BRNN for Image Classification
We will first provide some contextual information about RNNs. We will see how to implement a BRNN implementation example using the TensorFlow library. The example is using the MNIST database of handwriting. • Look at contextual...
APMonitor
k-Nearest Neighbors in Python
k-Nearest Neighbors classification is a type of lazy learning as it does not attempt to construct a general internal model, but simply stores instances of the training data. Classification is computed from a simple majority vote of the k...