Instructional Video7:36
Be Smart

When Science Fiction Becomes Science Fact

12th - Higher Ed
Do Ray Bradbury, Arthur C. Clarke, Jules Verne, Philip K. Dick, Hugo Gernsback, Robert Heinlein, or Isaac Asimov hold a candle to H.G. Wells when it comes to correctly predicting the future of science via science fiction? And why does...
Instructional Video9:57
Crash Course

When Predictions Fail - Crash Course Statistics

12th - Higher Ed
Today we’re going to talk about why many predictions fail - specifically we’ll take a look at the 2008 financial crisis, the 2016 U.S. presidential election, and earthquake prediction in general. From inaccurate or just too little data...
Instructional Video11:45
Crash Course

Advanced CPU Designs: Crash Course Computer Science

12th - Higher Ed
So now that we’ve built and programmed our very own CPU, we’re going to take a step back and look at how CPU speeds have rapidly increased from just a few cycles per second to gigahertz! Some of that improvement, of course, has come from...
Instructional Video10:50
SciShow

Could Scientists Predict the Next Political Crisis?

12th - Higher Ed
Thanks to modern science and technology, we can predict what the weather will be like in 5 days, but it’s still a bit more challenging to predict what will happen to us and our societies.
Instructional Video20:12
TED Talks

Jeff Hawkins: How brain science will change computing

12th - Higher Ed
Treo creator Jeff Hawkins urges us to take a new look at the brain -- to see it not as a fast processor, but as a memory system that stores and plays back experiences to help us predict, intelligently, what will happen next.
Instructional Video4:12
Curated Video

Here's What I Predict

3rd - 8th
Miss Palomine explains that a scientist makes predictions based on observations, made either by himself or by other scientists. She defines both words and gives examples.
Instructional Video3:36
Curated Video

Predicting, Badly

12th - Higher Ed
Tufts University philosopher Brian Epstein describes how his experiences as a management consultant giving completely incorrect predictions of many key features of the social world gave him a deep appreciation of how deceptively...
Instructional Video10:53
Science Buddies

Predict Wildfires with Machine Learning: Python Tutorial

K - 5th
This video shows you how to create a Prophet model to predict where and how intense wildfires will be.
Instructional Video8:13
Science Buddies

Titanic Survival Prediction with Python & KNN: A Step-by-Step Coding Tutorial

K - 5th
Explore how machine learning can predict who survived the Titanic's sinking in this beginner AI science project
Instructional Video3:52
Science360

The genetic path to biodiversity - Science Nation

12th - Higher Ed
Genome editing tool CRISPR helps reveal genetic regulation behind colors and patterns in butterfly wings



Description: Butterflies and moths constitute 10 percent of all known biodiversity in terms of numbers of...
Instructional Video1:00
Science360

Game Changer Research Aims to Forecast Tornadoes - Science Nation

12th - Higher Ed
Tornadoes claim hundreds of lives and cause billions of dollars in damages in the United States. With support from the National Science Foundation, computer scientist Amy McGovern at the University of Oklahoma is working to find answers...
Instructional Video5:46
Curated Video

Data Science Model Deployments and Cloud Computing on GCP - Lab - Model Serving Using Endpoint with Python SDK

Higher Ed
In this lab video, you will learn how to serve a machine learning model using the Vertex AI Prediction service. You will use a pre-trained model and create an endpoint to make predictions on new data.
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This clip is from the...
Instructional Video24:45
Curated Video

Practical Data Science using Python - Logistic Regression - Model Evaluation - AUC-ROC

Higher Ed
This video explains logistic regression - model evaluation - AUC-ROC.<br<br/>/>

This clip is from the chapter "Logistic Regression" of the series "Practical Data Science Using Python".This section explains logistic regression.
Instructional Video20:22
APMonitor

Data Science 🐍 Interpolation

10th - Higher Ed
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...
Instructional Video7:57
Curated Video

Predictive Analytics with TensorFlow 1.2: A Basic Introduction to Predictive Analytics

Higher Ed
In this video, we will see working principles of predictive model. We will also see why to choose predictive analytics. We will also look at some linear algebra.<br/>
• Look at the working principle of predictive model
Instructional Video11:49
Curated Video

Data Science Tutorial: How Does Outbreak Prediction Work?

Higher Ed
This video tutorial discusses outbreak prediction using AI and data science, focusing on the current COVID-19 pandemic. The tutorial covers topics such as exponential growth models, the SIR model, and the importance of flattening the...
Instructional Video14:33
Curated Video

Predictive Analytics with TensorFlow 4.2: From Disaster to Decision –Titanic Example Revisited

Higher Ed
In this video, we will see how we could develop several predictive models for Titanic survival prediction and do some analytics using them. In particular, we will discuss logistic regression, random forest, and linear SVM. We start with...
Instructional Video8:07
Curated Video

Predictive Analytics with TensorFlow 5.2: Using kNN for Predictive Analytics

Higher Ed
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...
Instructional Video8:42
Curated Video

Predictive Analytics with TensorFlow 8.4: CNN-based Predictive Model for Sentiment Analysis

Higher Ed
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...
Instructional Video11:37
Curated Video

Predictive Analytics with TensorFlow 6.3: Using BOW for Predictive Analytics

Higher Ed
In this video, we will see how to perform a bit more complex predictive analytics using the bag-of-words concept of NLP with TensorFlow. At first, we will formalize the problem, and then will explore the dataset that will be used....
Instructional Video12:05
Curated Video

Deep Learning - Recurrent Neural Networks with TensorFlow - Autoregressive Linear Model for Time Series Prediction

Higher Ed
In this video, we will dive into coding and learn about the autoregressive linear model for time series prediction.
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This clip is from the chapter "Recurrent Neural Networks (RNNs), Time Series, and Sequence Data" of the...
Instructional Video13:20
Curated Video

Predictive Analytics with TensorFlow 2.1: Using Statistics in Predictive Modeling

Higher Ed
In this video, we will discuss some widely used statistical concepts required in predictive analytics, followed by some basic understanding of predictive modeling, such as random sampling, central limit theorem, hypothesis testing...
Instructional Video14:17
Curated Video

Python In Practice - 15 Projects to Master Python - Predicting Whether It Will Rain or Not and Testing the Predictions

Higher Ed
This video explains predicting whether it will rain or not and testing the predictions.
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This clip is from the chapter "Machine Learning with Python" of the series "Python in Practice - 15 Projects to Master Python".This...
Instructional Video4:24
Curated Video

Predictive Analytics with TensorFlow 9.3: Developing a Predictive Model for Time Series Data

Higher Ed
RNNs, specifically LSTM models, are often a difficult topic to understand. Time series prediction is a useful application for RNNs because of temporal dependencies in the data. Time series data is abundantly available online. In this...