Artificial Intelligence · Deep Learning
Classify handwritten digits with a neural network
Train a small neural network on the MNIST digits and study where it goes wrong.
- Intermediate
- 1–2 weeks
- Free
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Artificial Intelligence projects 11
Machine learning projects on public data: classifiers, vision, language, recommendations and forecasting, with honest evaluation.
11 Artificial Intelligence projects
We couldn't find an exact match. These are the closest 11, found by leaving out the time limit and the class.
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Artificial Intelligence + Statistics and Probability
Predict house prices with linear regression
Use a public housing dataset to predict price from size, rooms and location.
- Intermediate
- 2–7 days
- Free
Artificial Intelligence · NLP
Detect spam messages with a text classifier
Train a model on a public SMS dataset to separate spam from normal messages.
- Intermediate
- 1–2 weeks
- Free
Artificial Intelligence + Marketing
Cluster customers into groups
Group customers by spending behaviour with k-means and describe each group in plain words.
- Intermediate
- 1–2 weeks
- Free
Artificial Intelligence + Teaching and Learning
Predict student marks from study habits
Survey classmates anonymously and model how sleep, study hours and screen time relate to marks.
- Intermediate
- 1–2 weeks
- Free
Artificial Intelligence · NLP
Summarise long articles with extractive methods
Pick the most important sentences of an article using word frequency and TextRank.
- Intermediate
- 1–2 weeks
- Free
Artificial Intelligence + EdTech and Study Tools
Build a plagiarism checker for assignments
Compare a set of documents pairwise and highlight overlapping passages.
- Intermediate
- 1–2 weeks
- Free
Artificial Intelligence · Speech
Build a speech-to-text note taker
Record speech, transcribe it with an open model and measure the word error rate.
- Intermediate
- 2–7 days
- Free
Artificial Intelligence · Computer Vision
Recognise hand gestures to control slides
Detect hand landmarks from a webcam and map gestures to next and previous slide.
- Intermediate
- 2–7 days
- Free
Artificial Intelligence · NLP
Analyse sentiment in product reviews
Train a model to label reviews positive or negative and study what it gets wrong.
- Intermediate
- 1–2 weeks
- Free
Artificial Intelligence + Cybersecurity
Build a face-blurring privacy tool
Detect faces in photos and blur them automatically before sharing.
- Intermediate
- 2–7 days
- Free
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