Sign In

Assignment 2 - Train Your First Model

Deep Learning with PyTorch: Zero to GANs

Submission Deadline: Jan 9, 2021 11:59 PM GMT

In this assignment, you’re going to use information like a person’s age, sex, BMI, no. of children, and smoking habit to predict the price of yearly medical bills. You will train a model with the following steps:

  • Download and explore the dataset
  • Prepare the dataset for training
  • Create a linear regression model
  • Train the model to fit the data
  • Make predictions using the trained model

Assignment Notebook

Use the starter notebook(s) to get started with the assignment. Read the problem statement, follow the instructions, add your solutions, and make a submission.

Make a Submission

Use the following command to submit directly from the notebook
Notebook Link (Required)
You can submit multiple times. Only your last submission will be evaluated.

Evaluation Criteria

To receive a PASS grade for this assignment, your submission should meet the following criteria:

  • The submitted link should be Jovian notebook that's publicly accessible
  • All the questions in the notebook should be answered correctly
  • The notebooks should be executed end-to-end, showing proper outputs
  • There shouldn't be any errors or exceptions in the notebook


Join the discussion - ask question, get help, fix errors, help others and or just appreciate some helpful posts with a “like”! Learn together with a worldwide data science community.