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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

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Credential

Certificate

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Explore space with Python and Visual Studio Code; inspired by Netflix s Over the Moon
 at 
Microsoft 
Course details

Skills you will learn
What are the course deliverables?
  • 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
More about this course
  • 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

Explore space with Python and Visual Studio Code; inspired by Netflix s Over the Moon
 at 
Microsoft 
Entry Requirements

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  • Not mentioned

Explore space with Python and Visual Studio Code; inspired by Netflix s Over the Moon
 at 
Microsoft 
Admission Process

    Important Dates

    Nov 30, 2024
    Course Commencement Date

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    Explore space with Python and Visual Studio Code; inspired by Netflix s Over the Moon
     at 
    Microsoft 

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