Upgrade to Pro
— share decks privately, control downloads, hide ads and more …
Speaker Deck
Features
Speaker Deck
PRO
Sign in
Sign up for free
Search
Search
Predicting the future in 10 minutes or less - an introduction to Azure Machine Learning
Search
Vlad Iliescu
May 13, 2017
Programming
0
58
Predicting the future in 10 minutes or less - an introduction to Azure Machine Learning
Vlad Iliescu
May 13, 2017
Tweet
Share
More Decks by Vlad Iliescu
See All by Vlad Iliescu
Poor Man’s BingChat – Building an Internet-connected Search Assistant from scratch*
vladiliescu
0
370
Training Better Models Using Automated Machine Learning
vladiliescu
0
48
Machine Learning in Azure: Service versus Studio
vladiliescu
1
1.8k
Getting Started with Machine Learning Using Azure Machine Learning Studio and Kaggle Competitions
vladiliescu
1
1.7k
Boy meets Girl: A Machine Learning Deployment Story
vladiliescu
0
1.9k
Mind Reading - Understanding Recommender Systems
vladiliescu
0
54
Privacy-First Development
vladiliescu
0
89
TypeScript vs CoffeeScript
vladiliescu
0
2k
Micro Web Frameworks in .NET
vladiliescu
2
310
Other Decks in Programming
See All in Programming
Architectures with Lightweight Stores: New Rules and Options
manfredsteyer
PRO
0
100
Microservices rules (July 2024) : what good looks like
cer
PRO
0
1.6k
Product Management LT会_クアンド新家
shinshin
0
260
Prompt FlowによるLLMアプリケーション開発
yuto2000
1
1k
iOSアプリでクリップボードにコピーしたことをユーザーに伝えるちょうど良いフィードバックを探す
ski
0
100
みんなのオブザーバビリティプラットフォームを作ってるんだがパフォーマンスがやばい #mackerelio #srenext
ne_sachirou
0
380
feature環境をGitHub ActionsとCloudFormationでいい感じに管理する
nealle
2
310
Introduction to GitOps
hwchiu
0
110
「2024年版 Kotlin サーバーサイドプログラミング実践開発」の補講 〜O/Rマッパー編〜
n_takehata
2
260
Exploring the Gradually Lost Technical Skills in the Cloud Native Era
hwchiu
2
3.9k
【Go言語】golangci-lintの使い方
tomo1227
0
280
ピグパーティにおけるMongoDB CommunityバージョンからAtlasへの移行事例
10969hotaka
0
130
Featured
See All Featured
How GitHub Uses GitHub to Build GitHub
holman
471
290k
Design and Strategy: How to Deal with People Who Don’t "Get" Design
morganepeng
121
18k
Done Done
chrislema
179
15k
Bash Introduction
62gerente
607
210k
The Psychology of Web Performance [Beyond Tellerrand 2023]
tammyeverts
24
1.8k
How STYLIGHT went responsive
nonsquared
93
5k
Six Lessons from altMBA
skipperchong
24
3.2k
Creatively Recalculating Your Daily Design Routine
revolveconf
214
11k
Gamification - CAS2011
davidbonilla
78
4.9k
Building Your Own Lightsaber
phodgson
101
5.9k
Thoughts on Productivity
jonyablonski
64
4.1k
Fight the Zombie Pattern Library - RWD Summit 2016
marcelosomers
228
16k
Transcript
Predicting the Future in 10 Minutes or Less
...a 45-minute presentation by @vladiliescu
What do you mean, “Predict the future”?
Predict the future
Predict the future grades of a student
Predict the future grades of a student at math
Predict the future grades of a student at math using...
a) Divination
b) Statistics
c) Machine Learning
c) Machine Learning A way to write programs that we
don’t exactly know how to write.
c) Machine Learning A way to write programs that we
don’t exactly know how to write.
Predict the future grades of a student at math using
machine learning…
Apache Spark MLlib Microsoft Azure ML Studio Google Prediction API
Google TensorFlow Amazon Machine Learning Samsung Veles
Microsoft Azure ML Studio
What have we picked so far? ✔ A well-defined problem
✔ An approach for predicting the future ✔ A machine learning framework
What are we missing?
The Data
UCI Student Performance Data Set
https://archive.ics.uci.edu/ml/datasets/Student+Performance
G3 - final grade (numeric: from 0 to 20, output
target)
Ready?
Steady?
GO!
Open the Azure experiment here https://gallery.cortanaintelligence.com/Experiment/Predict-Student-Grades-at-Math (or take a look
at the following slides)
None
None
None
None
None
None
None
None
None
None
None
None
What have we done so far? (continued) ✔ Trained&deployed the
simplest model we could ✔ Consumed the web service using Excel ✔ Learned how to evaluate a trained model
Thanks for watching! Vlad Iliescu ↪vladiliescu.ro