Topic Category: Exercise

Topic 7: modeling best practices (E)

It's now time for you to practice on your own! Start by downloading the materials, if you have not already done so. The required files include: The exercise file (lesson3-topic7-modeling-best-practices-practice.ipynb). This notebook contains 13 steps to guide you on the modeling of best practices. The MAGIC dataset (magic04.csv). This dataset contains simulated information about the registration... Read more »

Topic 7: implementing a custom neural network architecture (E)

It's now time for you to practice on your own! Start by downloading the materials, if you have not already done so. The .zip file will contain: The exercise file (lesson2-topic7-improving-a-nn-practice.ipynb). This notebook contains 15 steps to guide you through the process of improving your neural network using the components that we've been discussing. The... Read more »

Topic 6: implementing and evaluating a neural network (E)

It's now time for you to practice on your own! Start by downloading the materials using this link, if you have not already done so. The .zip file contains: The exercise file (lesson1-topic6-implement-and-evaluate-nn-practice.ipynb). This notebook contains 11 steps that build on each other to help you implement your first simple neural network. The Bank Marketing... Read more »