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Hands-on AI and data courses built around the datasets and models on the hub — plus the courses from other providers that people most often recommend.

Courses: 139
Free here: 119
Elsewhere: 20

5 courses · Clear filters

Applied AI beginner

Choosing the right problem

Finding the use that pays, and recognising the ones that will fail.

3 lessons 25 min Free

Applied AI intermediate

Integrating a model into a real process

Where the model sits in the workflow, who checks it, and what happens to the exceptions.

3 lessons 25 min Free

Applied AI intermediate

Forecasting time series

Trend, seasonality, honest baselines and time-based testing, using NASA temperatures and bike rentals from the hub.

4 lessons 1 hr Free

Applied AI intermediate

Speech to text with Whisper

Transcribe and translate audio with OpenAI's open Whisper model, handle long recordings, and measure accuracy with word error rate.

4 lessons 56 min Free

Applied AI intermediate

Computer vision with pretrained models

Classify images with a pretrained ResNet-50 in ONNX Runtime, then adapt a pretrained network to your own categories.

4 lessons 58 min Free