Dive into the world of Natural Language Processing with our quick and easy tutorial on building a sentiment analysis model using TensorFlow Keras and Python. In this AI Bytes episode, we’ll walk you through creating a neural network that can determine if a movie review is positive or negative. We’ll use the IMDb movie reviews dataset, which contains 50,000 highly polarized movie reviews. Perfect for beginners and intermediate programmers alike, this step-by-step guide covers everything from importing libraries to training your model and visualizing results. Learn how to:
– Load and preprocess the IMDb movie reviews dataset
– Build a neural network using Keras’ Sequential API
– Train and evaluate your sentiment analysis model
– Visualize training history and make predictions
Whether you’re a data science enthusiast or an aspiring AI developer, this tutorial will give you practical insights into sentiment analysis and deep learning. Don’t miss out on this AI lesson!
#sentimentanalysis #machinelearning #tensorflow #datascience #python
