Lock in $30 Savings on PRO—Offer Ends Soon! ⏳

From Raw to insight: Taming Streams of IoT Data

Avatar for Arkar Min Aung Arkar Min Aung
September 24, 2016
Technology
0
84

From Raw to insight: Taming Streams of IoT Data

Demo and techniques of creating insights from large amount of raw data

Avatar for Arkar Min Aung

Arkar Min Aung

September 24, 2016
Tweet

More Decks by Arkar Min Aung

See All by Arkar Min Aung
Open Education Platform
Avatar for Arkar Min Aung arkaung
0
35
My First Experience With Functional Programming
Avatar for Arkar Min Aung arkaung
0
110

Other Decks in Technology

See All in Technology
ハッカソンから社内プロダクトへ AIエージェント ko☆shi 開発で学んだ4つの重要要素
Avatar for Tech Leverages leveragestech
0
190
子育てで想像してなかった「見えないダメージ」 / Unforeseen "hidden burdens" of raising children.
Avatar for Pauli pauli
2
330
テストセンター受験、オンライン受験、どっちなんだい？
Avatar for Yuuki Yamashita yama3133
0
170
ソフトウェアエンジニアとAIエンジニアの役割分担についてのある事例
Avatar for KNOWLEDGE WORK / 株式会社ナレッジワーク kworkdev
PRO
0
260
通勤手当申請チェックエージェント開発のリアル
Avatar for WHIsaiyo whisaiyo
3
470
ハッカソンから社内プロダクトへ AIエージェント「ko☆shi」開発で学んだ4つの重要要素
Avatar for そのだ sonoda_mj
6
1.7k
AI with TiDD
Avatar for Shiraji shiraji
1
290
"人"が頑張るAI駆動開発
Avatar for yoko yokomachi
1
540
Claude Codeを使った情報整理術
Avatar for 西岡 賢一郎 (Kenichiro Nishioka) knishioka
11
6.4k
AI駆動開発の実践とその未来
Avatar for Ikko Eltociear Ashimine eltociear
2
500
AIエージェント開発と活用を加速するワークフロー自動生成への挑戦
Avatar for shibuiwilliam shibuiwilliam
5
860
MySQLのSpatial(GIS)機能をもっと充実させたい ～ MyNA望年会2025LT
Avatar for sakaik sakaik
0
120

Featured

See All Featured
More Than Pixels: Becoming A User Experience Designer
Avatar for Michelle Schulp Hunt marktimemedia
2
260
Improving Core Web Vitals using Speculation Rules API
Avatar for Sergey Chernyshev sergeychernyshev
21
1.3k
Sharpening the Axe: The Primacy of Toolmaking
Avatar for Bryan Cantrill bcantrill
46
2.6k
How to Think Like a Performance Engineer
Avatar for Harry Roberts csswizardry
28
2.4k
Technical Leadership for Architectural Decision Making
Avatar for Kenny Baas-Schwegler baasie
0
180
Side Projects
Avatar for Sacha Greif sachag
455
43k
Bash Introduction
Avatar for André Augusto Costa Santos 62gerente
615
210k
個人開発の失敗を避けるイケてる考え方 / tips for indie hackers
Avatar for panda_program panda_program
122
21k
Jamie Indigo - Trashchat’s Guide to Black Boxes: Technical SEO Tactics for LLMs
Avatar for Tech SEO Connect techseoconnect
PRO
0
32
The Art of Programming - Codeland 2020
Avatar for Erika Heidi erikaheidi
56
14k
コードの90%をAIが書く世界で何が待っているのか / What awaits us in a world where 90% of the code is written by AI
Avatar for r-kagaya rkaga
57
40k
BBQ
Avatar for Matthew Crist matthewcrist
89
9.9k

Transcript

  1. FROM RAW TO INSIGHTS TAMING STREAMS OF IOT DATA

  2. SENSORS & ACTUATORS INTERNET OF THINGS

  3. None

  4. RAW DATA IOT DEVICES WILL PRODUCE A LOT OF

  5. RAW DATA ‣ Comes in small packets ‣ Unstructured ‣

    Needs to be cleaned ‣ Numerous

  6. INFLUX OF RAW DATA

  7. PARSE, PERSIST AND PRESENT TAMING RAW DATA

  8. INSIGHTS WE CAN GET BY

  9. VISUALIZING

  10. VISUALIZING VEHICLE ACTIVITY ON DRVR PORTAL

  11. MACHINE LEARNING

  12. SUPERVISED LEARNING

  13. YOU CAN MAKE PREDICTIONS FROM COLLECTED DATA

  14. UNSUPERVISED LEARNING

  15. CLUSTERING DATA SETS CAN PROVIDE YOU INSIGHTS

  16. START SMALL AND GROW

  17. THANKS FOLKS! I AM ARKAR