APMonitor
Data Science 🐍 Solve Equations
Equations are at the root of data science. It is what turns data into actionable information by developing mathematical expressions that mimic physical systems. There are two primary ways to solve equations. The first method is a numeric...
NASA
NASA in Silicon Valley: SOFIA Shows Ceres' True Composition: NASA in Silicon Valley Podcast
A feature from NASA’s Ames Research Center in Silicon Valley originally posted on January 19, 2017.
Mazz Media
Food Chain
This live-action video program is about the term food chain. The program is designed to reinforce and support a student's comprehension and retention of the term food chain through use of video footage, photographs, diagrams and...
Science Buddies
LED Circuit Design: Solve for Current with Known Resistor
Learn to design LED circuits for maximum efficiency, including choosing a battery and resistors, in this electrical engineering project.
Curated Video
Scala & Spark-Master Big Data with Scala and Spark - Project Overview - Data Structures
In this lesson, you will get an overview of the next mini-project we will be working on. This clip is from the chapter "Data Structures" of the series "Scala & Spark-Master Big Data with Scala and Spark".This section focuses on data...
Curated Video
Scala & Spark-Master Big Data with Scala and Spark - Project Overview - Data Structures - Overview
In this lesson, you will get an overview of the next mini-project we will be working on. This clip is from the chapter "Data Structures" of the series "Scala & Spark-Master Big Data with Scala and Spark".This section focuses on data...
APMonitor
Data Science 🐍 Python Course
Python 🐍 Data Science with the TCLab Welcome to this data science course on Python! This course is intended to help you develop data science and machine learning skills in Python. As with the beginning course, this course has video...
APMonitor
Data Science 🐍 Install and Overview
Welcome to the course on data science with Python. This course steps through basic data science and machine learning skills to analyze data and create actionable information. It address major steps of the Cross-Industry Standard Process...
APMonitor
Data Science 🐍 Interpolation
Interpolation constructs new prediction points from a discrete set of known data points. There are many types of interpolation such as nearest neighbor (piecewise constant), linear, polynomial, cubic spline, and basis spline. In...
APMonitor
Data Science 🐍 Regression
Regression is the process of adjusting model parameters to fit a prediction to measured values. There are independent variables as inputs to the model to generate the predictions. For machine learning, the objective is to minimize a loss...
APMonitor
Data Science 🐍 Prepare Data
Much of data science and machine learning work is getting clean data into the correct form. This may include data cleansing to remove outliers or bad information, scaling for machine learning algorithms, splitting into train and test...
APMonitor
Data Science 🐍 Features
Features are input values to regression or classification models. The features are inputs and labels are the measured outcomes. Classification predicts discrete labels (outcomes) such as yes/no, True/False, or any number of discrete...
APMonitor
Data Science 🐍 Statistical Analysis
Once data is read into Python, a first step is to analyze the data with summary statistics. This is especially true if the data set is large. Summary statistics include the count, mean, standard deviation, maximum, minimum, and quartile...
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...
Catalyst University
Digestion, Absorption, & Handling of Vitamin B12 (Cobalamin)
B12 (cobalamin) is a water soluble B vitamin that requires special handling upon ingesting and subsequent absorption and transport. Here, we discuss the general pathway.
Bill Carmody
Writing a Document versus Making a Presentation
In this video, Bill Carmody explains the difference between writing a document and making a presentation in a business context. Carmody emphasizes the importance of understanding when to use each tool based on the specific goals and...
Super Geek Heroes
Helpful People with Suzi Smiles
Fun 3D animated learning episodes to support the early years development areas of PSED. Suzi Smiles is a Super Geek Hero on a mission to learn! Suzi wakes up and opens her toy box. Inside she discovers lots of dressing up clothes and...
Brainwaves Video Anthology
David Perkins - What's Worth Learning
David Perkins is the Carl H. Pforzheimer, Jr., Professor of Teaching and Learning, Emeritus, at the Harvard Graduate School of Education. He has conducted long-term programs of research and development in the areas of teaching and...
Healthcare Triage
Narrow Insurance Networks Limit Access, Especially for Kids
Narrow health insurance networks cover fewer doctors, and can be especially narrow when it comes to specialists. And, it turns out, this limited access to specialists disproportionately affects children. This is Healthcare Triage News.
The Africa Channel
Behind the Words: Chimamanda Ngozi Adiche talks about her characters in 'Half of a Yellow Sun'
Go, Behind the Words of some of Africa’s literary icons and hear what inspired their writings. Chimamanda Ngozi Adichie, author of bestselling novel, Americanah the soon to be produced HBO Max series starring Lupito Nyong’o, and Half of...
Curated Video
Deep Learning with Python (Video 15)
Deep learning is currently one of the best providers of solutions regarding problems in image recognition, speech recognition, object recognition, and natural language with its increasing number of libraries that are available in Python....
Teach Engineering
Microfluidic Devices and Flow Rate
When you have to flow, you have to flow. The lesson introduces class members to microfluidic devices and their uses in medicine. They watch a short video on how the diameter affects the rate of flow. The worksheet has individuals...