Bias and Variance, Simplified

Phoebe sent me a letter. She wants to build a Machine Learning model using a small dataset. Should she try a model with low or high variance? This video explains the Bias and Variance Trade-off in simple terms. 🔔 Subscribe for more stories: https://www.youtube.com/@underfitted?sub_confirmation=1 📚 My 3 favorite Machine Learning books: • Deep Learning With Python, Second Edition — https://amzn.to/3xA3bVI • Hands-On Machine Learning with Scikit-Learn, Keras, and TensorFlow — https://amzn.to/3BOX3LP • Machine Learning with PyTorch and Scikit-Learn — https://amzn.to/3f7dAC8 Twitter: https://twitter.com/svpino Disclaimer: Some of the links included in this description are affiliate links where I'll earn a small commission if you purchase something. There's no cost to you.