Sign in to confirm you’re not a bot
This helps protect our community. Learn more

Build Skills: Use Machine Learning to Predict Rocket Launch Delays

Microsoft Reactor
115K subscribers
<__slot-el>
<__slot-el>
373 views Streamed 2 years ago
This workshop introduces you to the world of machine learning. You'll take a real-life problem that NASA faces and apply machine learning to solve it. The goal is to discover how machine learning could help solve other problems in space discovery and different aspects of life. This workshop begins with an introduction to rocket launches, and then moves on to learn how to import and clean data for use in creating machine learning models. Who is this workshop aimed at?
  • Upskilling professionals and students interested in building core, high-demand technical skills.
 …...more
...more

Microsoft Mvp

2:05

Agenda

5:12

The Life Cycle of the Data Science

6:35

Choosing the Right Statistical Model

14:18

Live Data

16:51

Azure Machine Learning Algorithm Cheat Sheet

21:16

Introduction

31:02

Data Probing

32:12

Prerequisites

36:03

Install Visuals to the Code

36:15

Anaconda Navigator

40:15

Anaconda Command Prompt

43:21

Create an Isolated Environment

44:12

Install an Extension

46:32

Jupiter Notebooks

46:49

Create a Jupiter Notebook

48:37

Import Optional Dependency Excel Import Error

55:53

Exploring the Data

58:34

Data Manipulation

1:02:31

The Azure Machine Learning Package

1:03:39

Data Cleansing

1:13:18
Build Skills: Use Machine Learning to Predict Rocket Launch Delays
This workshop introduces you to the world of machine learning. You'll take a real-life problem that NASA faces and apply machine learning to solve it. The goal is to discover how machine learning could help solve other problems in space discovery and different aspects of life. This workshop begins with an introduction to rocket launches, and then moves on to learn how to import and clean data for use in creating machine learning models. Who is this workshop aimed at?
  • Upskilling professionals and students interested in building core, high-demand technical skills.
  • Teachers, CS faculty, STEM volunteers, and Microsoft Learn Student Ambassadors whom would like to share or teach this workshop on-campus and online.
More learning / prerequisites: Predict rocket launch delays with machine learning Learn Module: https://aka.ms/BuildSkills/PredictLau... About the series Introducing Build Skills, the new Microsoft Reactor series to help you learn valuable tech skills and discover new career paths. This series of livestream workshops (and available on-demand after) covers foundational skills in coding, data science, web development, devops, and so much more. Taught by Microsoft engineers, students, and community leaders, this is the place to learn by doing, follow at your own pace in a fun and relaxed atmosphere, and get your questions answered. Join us today and get the skills you need today for the job roles of tomorrow! About the speaker Armando Lacerda Armando Lacerda is an Azure Data Platform architect and engineer at Microsoft. He has worked as an independent consultant for companies worldwide, helping them implement cloud data transformation pipelines and machine learning solutions. He helps developers integrate and migrate multiple applications to the cloud. As a Microsoft MVP and MCT, you can find him sharing his knowledge and experience of 30+ years in the IT industry in classrooms, user group meetings, and international conferences. In his spare time, he likes to ride his motorcycle up and down highway 1 on California’s north coast. Follow him on LinkedIn and Twitter. Link to spreadsheet page: https://nasadata.blob.core.windows.ne... [eventID:15891]

Microsoft Reactor

115K subscribers
Live chat replay is not available for this video.