machine-learning-tutorial topic
cs329s-ml-deployment-tutorial
Code and files to go along with CS329s machine learning model deployment tutorial.
Sentiment
An example project using a feed-forward neural network for text sentiment classification trained with 25,000 movie reviews from the IMDB website.
voice_gender_detection
♂️♀️ Detect a person's gender from a voice file (90.7% +/- 1.3% accuracy).
ML-Notes-in-Markdown
Machine learning notes that make your reading easy
dnn-movie-posters
Classify movie posters by genre
tf-idf_and_k-means
Text clustering with K-means and tf-idf
CIFAR-10
Use the famous CIFAR-10 dataset to train a multi-layer neural network to recognize images of cats, dogs, and other things.
Credit
An example project that predicts risk of credit card default using a Logistic Regression classifier and a 30,000 sample dataset.
HAR
Recognize one of six human activities such as standing, sitting, and walking using a Softmax Classifier trained on mobile phone sensor data.
Housing
An example project that predicts house prices for a Kaggle competition using a Gradient Boosted Machine.