Tutorial 1A: Automatic Machine Learning Introduction with Driverless AI

In this tutorial, we will be working with the Titanic dataset to try to predict if someone could survive or not from the perspective of a passenger life insurance company. You will be exploring how to auto visualize a dataset, launch an experiment, perform feature engineering and create a ML Interpretability report

Key:

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Objective
Select the "Read" button to begin.
Select the "Read" button to begin. Explore some general information about the dataset used for this tutorial
Prerequisites
Select the "Read" button to begin.
Select the "Read" button to begin. Find general information about what you need in order to complete this tutorial
Task 1: Product Tour
Select the "Read" button to begin.
Select the "Read" button to begin. Follow the next steps to get your environment, and to get familiar with some features in Driverless AI
Task 2: Automatic Machine Learning Concepts
Select the "Read" button to begin.
Select the "Read" button to begin. Review some machine learning concepts such as Machine Learning training, data preparation, data transformations and more.
Task 3: Load Data
Select the "Read" button to begin.
Select the "Read" button to begin. Download the dataset from this tutorial and upload it to Driverless AI lab session
Task 4: Explore Data Details and AutoViz
Select the "Read" button to begin.
Select the "Read" button to begin. Review some details of the dataset. Also, learn how to split the dataset into training and testing set, as well as to visualize your dataset with Autoviz.
Task 5: Launch First Experiment
Select the "Read" button to begin.
Select the "Read" button to begin. Explore how to launch an experiment, drop unwanted columns, selecting the target column, and changing the experiment settings.
Task 6: Explore Feature Engineering
Select the "Read" button to begin.
Select the "Read" button to begin. Find information about the feature engineering perform by Driverless AI in the variable importance section
Task 7: Explore Experiment Results
Select the "Read" button to begin.
Select the "Read" button to begin. Review the results from Driverless AI for your experiment. Check the ROC curve, the Prec-Recall plot, and the cumulative Gains and Lift charts
Task 8: MLI Report for Non-Time-Series
Select the "Read" button to begin.
Select the "Read" button to begin. Interpret the results of your experiment with the MLI report. Review the Global Interpretability plot, Variable Importance, Decision Tree Surrogate Model, and the Partial Dependence and Individual plot.
Task 9: Experiment Summary and Autoreport
Select the "Read" button to begin.
Select the "Read" button to begin. Download the Experiment Summary, which is an auto-generated document with a complete summary of your experiment
Next Steps
Select the "Read" button to begin.
Select the "Read" button to begin. Explore the next tutorial to get familiar with Scoring and Analysis of an experiment
Appendix: Project Workspace
Select the "Read" button to begin.
Select the "Read" button to begin. Explore an Existing Project Workspace
Quiz
25 Questions  |  2 attempts  |  20/25 points to pass
25 Questions  |  2 attempts  |  20/25 points to pass
AutoML Badge
  |  Badge available
  |  Badge available After passing the quiz, you can get your badge by clicking on "Badge Earned". Please check your email address for instructions on how to view, manage, and share your new badge!
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  • SM

    I have completed Tutorial 1A and passed the quiz. However, I still have not received the online badge. Does anyone have the same issue

    Reply
  • KR

    BY mistake I pressed the submit button in first attempt. Can take another attempt at quiz?

    Reply
  • FV

    Hi Karthik, you get two attempts. If you passed the second quiz you should be fine. Let me know if that's the case.

    Reply
  • KR

    nO Second attempt I got 18/25..Can I get another chance

  • JC

    I have completed Tutorial 1A and passed the quiz. However, I still have not receive the online badge. Does anyone experience the same issue?

    Reply
  • FV

    Hi Jeff, we looked into it, and you should've received an email with your badge information, could you confirm if you received it?  

    Reply
  • SM

    Hi Franklin, I have the same problem with getting a badge. Can you please help.