Crash Course
When Predictions Fail - Crash Course Statistics
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...
Curated Video
Deep Learning - Recurrent Neural Networks with TensorFlow - Stock Return Predictions Using LSTMs (Part 1)
In this video, we will understand why one-step prediction on stock price is misleading and unconventional. This clip is from the chapter "Recurrent Neural Networks (RNNs), Time Series, and Sequence Data" of the series "Deep Learning -...
Bozeman Science
Thinking in Causation - Level 5 - Probability and Prediction
In this video Paul Andersen shows conceptual thinking in a mini-lesson on probability and prediction. TERMS: Cause - a thing that gives rise to an event Effect - an event Relationship- interconnection between parts of a system...
Curated Video
Data Science Tutorial: How Does Outbreak Prediction Work?
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...
Curated Video
Deep Learning - Recurrent Neural Networks with TensorFlow - Autoregressive Linear Model for Time Series Prediction
In this video, we will dive into coding and learn about the autoregressive linear model for time series prediction. This clip is from the chapter "Recurrent Neural Networks (RNNs), Time Series, and Sequence Data" of the series "Deep...
Curated Video
Python In Practice - 15 Projects to Master Python - Asking the Model to Make Predictions - Machine Learning with Python
This video talks about asking the model to make predictions. This clip is from the chapter "Machine Learning with Python" of the series "Python in Practice - 15 Projects to Master Python".This section focuses on machine learning with...
Curated Video
Python In Practice - 15 Projects to Master Python - Asking the Model to Make Predictions - Flavor Predictor
This video helps in asking the model to make predictions. This clip is from the chapter "Flavor Predictor" of the series "Python in Practice - 15 Projects to Master Python".This section focuses on the flavor predictor.
Curated Video
Deep Learning - Recurrent Neural Networks with TensorFlow - Stock Return Predictions Using LSTMs (Part 2)
In this video, we will work on a more conventional prediction called stock return. This clip is from the chapter "Recurrent Neural Networks (RNNs), Time Series, and Sequence Data" of the series "Deep Learning - Recurrent Neural Networks...
Crash Course
Advanced CPU Designs: Crash Course Computer Science
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...
Curated Video
Data Science and Machine Learning (Theory and Projects) A to Z - Introduction to Machine Learning: Classification Training Process and Prediction Probabilities
In this video, we will cover classification training process and prediction probabilities. This clip is from the chapter "Deep learning: Artificial Neural Networks with Python" of the series "Data Science and Machine Learning (Theory and...
Curated Video
Data Science - Time Series Forecasting with Facebook Prophet in Python - (The Dangers of) Prophet for Stock Price Prediction
In this video, we will work with Prophet for stock price prediction. This clip is from the chapter "Facebook Prophet" of the series "Data Science - Time Series Forecasting with Facebook Prophet in Python".In this section, we will explore...
Curated Video
Data Science and Machine Learning (Theory and Projects) A to Z - Introduction to Machine Learning: Classification Prediction Probabilities Exercise Solution
In this video, we will cover classification prediction probabilities exercise solution. This clip is from the chapter "Deep learning: Artificial Neural Networks with Python" of the series "Data Science and Machine Learning (Theory and...
FuseSchool
Making Predictions Using Reactivity Series
Learn the basics about making predictions using the reactivity series, as a part of metals and their reactivity within environmental chemistry.
Curated Video
Python In Practice - 15 Projects to Master Python - Predicting Whether It Will Rain or Not and Testing the Predictions
This video explains predicting whether it will rain or not and testing the predictions. This clip is from the chapter "Machine Learning with Python" of the series "Python in Practice - 15 Projects to Master Python".This section focuses...
Curated Video
When Science Fiction Becomes Science Fact
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...
Curated Video
Here's What I Predict
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.
Curated Video
Deep Learning - Recurrent Neural Networks with TensorFlow - Stock Return Predictions Using LSTMs (Part 3)
In this video, we will make use of all the data and try to predict whether the price will go up or down. This clip is from the chapter "Recurrent Neural Networks (RNNs), Time Series, and Sequence Data" of the series "Deep Learning -...
Curated Video
Predictive Analytics with TensorFlow 9.2: Implementing an RNN for Spam Prediction
We will see how to implement an RNN in TensorFlow to predict spam/ham from texts. • Construct RNN network • Perform the training • Plot accuracy over time
Curated Video
Predicting, Badly
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...
Be Smart
Computers Can Predict When You're Going to Die… Here's How
New ReviewPredictive analytics uses math and historical data to make predictions about the future. It’s used in commerce, sports, politics, social media and tons of other places. And as it turns out, people have been using math to predict people’s...
Curated Video
Data Science Model Deployments and Cloud Computing on GCP - Lab - Model Serving Using Endpoint with Python SDK
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. This clip is from the chapter...
Curated Video
Predictive Analytics with TensorFlow 4.2: From Disaster to Decision –Titanic Example Revisited
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...
Curated Video
Predictive Analytics with TensorFlow 6.3: Using BOW for Predictive Analytics
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....
Curated Video
Predictive Analytics with TensorFlow 9.3: Developing a Predictive Model for Time Series Data
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...