Explore space with Python and Visual Studio Code; inspired by Netflix s Over the Moon
- Offered byMicrosoft
Explore space with Python and Visual Studio Code; inspired by Netflix s Over the Moon at Microsoft Overview
Duration | 2 hours |
Start from | Start Now |
Total fee | Free |
Mode of learning | Online |
Schedule type | Self paced |
Difficulty level | Beginner |
Official Website | Explore Free Course |
Credential | Certificate |
Explore space with Python and Visual Studio Code; inspired by Netflix s Over the Moon at Microsoft Course details
- Plan a Moon mission by using Python pandas
- Predict meteor showers by using Python and Visual Studio Code
- Use AI to recognize objects in images by using the Custom Vision service
- Learn how to use concepts from machine learning to predict the occurrence of meteor showers (or Moon Goddess tears)
- Use the Custom Vision service to analyze images of animals, like Bungee, without ever writing code
Explore space with Python and Visual Studio Code; inspired by Netflix s Over the Moon at Microsoft Curriculum
Plan a Moon mission by using Python pandas
Introduction
Understand the significance of Moon rocks
Exercise - Get the rock sample data into Visual Studio Code
Exercise - Determine the question to ask to inform data cleansing
Exercise - Add rocket weight data to the mission analysis
Exercise - Understand the data in the missions DataFrame
Exercise - Predict Artemis sample capacity
Exercise - Prioritize Moon rock sample gathering based on data
Exercise - Develop a recommendation of Moon rock samples to be collected
Knowledge check
Summary
Predict meteor showers by using Python and Visual Studio Code
Introduction
Chang'e and the stardust in space
Exercise - Data science basics and environment setup
Exercise - Collect data related to meteor showers
Exercise - Cleanse meteor data
Exercise - Write a predictor function - Part 1
Exercise - Write a predictor function - Part 2
Exercise - Add data from the Chang'e story
Knowledge check
Summary
Use AI to recognize objects in images by using the Custom Vision service
Introduction
Why take pictures of Bungee on the Moon?
Exercise - Set up the Custom Vision service
Understand artificial intelligence and Custom Vision
Choose the right images to train AI
Exercise - Train the Custom Vision service
Exercise - Test and iterate on Custom Vision training
Knowledge check
Summary