Analyzing IMDB Data in Keras 1. Loading the data This dataset comes preloaded with Keras, so one simple command will get us training and testing data. There is a parameter for how many words we want to look at. We’ve set it at 1000, but feel free to experiment. 2. Examining the data Notice that … Read more
Predicting Student Admissions with Neural Networks in Keras In this notebook, we predict student admissions to graduate school at UCLA based on three pieces of data: GRE Scores (Test) GPA Scores (Grades) Class rank (1-4) The dataset originally came from here: http://www.ats.ucla.edu/ Loading the data To load the data and format it nicely, we will use … Read more
Mini Project: Student Admissions in Keras So, now we’re ready to use Keras with real data. We’ll now build a neural network which analyzes the dataset of student admissions at UCLA that we’ve previously studied. As you follow along with this lesson, you are encouraged to work in the referenced Jupyter notebooks at the end … Read more
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