Machine Learning Fundamentals
0 of 20 tricks collected.
What Is Machine Learning? How to Frame a Problem (and When Not To)
- Locked trick - Bike shop: reading the speedometer. Ride this lesson to collect it.
- Locked trick - Signpost: which road needs a model?. Ride this lesson to collect it.
- Locked trick - Starting line, 9am sharp. Ride this lesson to collect it.
- Locked trick - Trying every gear in the garage. Ride this lesson to collect it.
- Locked trick - Downhill, brakes untested. Ride this lesson to collect it.
Machine Learning Data Preparation: Cleaning, Encoding and Scaling
- Locked trick - Workshop: sorting the parts bin. Ride this lesson to collect it.
- Locked trick - Choosing one of three side roads. Ride this lesson to collect it.
- Locked trick - Marker stone, three paces from the mean. Ride this lesson to collect it.
- Locked trick - Steep climb with mismatched gears. Ride this lesson to collect it.
- Locked trick - Fork: before or after the split?. Ride this lesson to collect it.
Train, Validation and Test Sets: Understanding Overfitting
- Locked trick - Practice laps, race day, and the stopwatch. Ride this lesson to collect it.
- Locked trick - Rider who memorised the route map. Ride this lesson to collect it.
- Locked trick - Reading three trail maps. Ride this lesson to collect it.
- Locked trick - Calendar on the handlebars. Ride this lesson to collect it.
- Locked trick - Photo finish, two riders level. Ride this lesson to collect it.
Machine Learning Metrics and Your First Model: Accuracy, Precision, Recall
- Locked trick - Scoreboard at the finish. Ride this lesson to collect it.
- Locked trick - Lost-property desk. Ride this lesson to collect it.
- Locked trick - Balancing on the narrow bridge. Ride this lesson to collect it.
- Locked trick - Crossroads: which mistake hurts more?. Ride this lesson to collect it.
- Locked trick - Pothole alley. Ride this lesson to collect it.