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

ISI Programming Course - 07 - Tensorflow

Avatar for Jungwon Seo Jungwon Seo
October 29, 2018
0
99

ISI Programming Course - 07 - Tensorflow

Avatar for Jungwon Seo

Jungwon Seo

October 29, 2018
Tweet

More Decks by Jungwon Seo

See All by Jungwon Seo
MLOps Research
Avatar for Jungwon Seo codethief
0
42
ISI Programming Course - 06 - Scikit Learn
Avatar for Jungwon Seo codethief
0
36
ISI Programming Course - 05 - Python Data Science Libraries
Avatar for Jungwon Seo codethief
0
70
ISI Programming Course - 04 - Python
Avatar for Jungwon Seo codethief
0
140
ISI Programming Course - 03 - Javascript
Avatar for Jungwon Seo codethief
0
120
ISI Programming Course - 02 - CSS
Avatar for Jungwon Seo codethief
0
83
ISI Programming Course - 01 - HTML
Avatar for Jungwon Seo codethief
0
150
Let's study web-development
Avatar for Jungwon Seo codethief
0
78

Featured

See All Featured
Build The Right Thing And Hit Your Dates
Avatar for Maggie C. maggiecrowley
38
3k
Evolution of real-time – Irina Nazarova, EuRuKo, 2024
Avatar for Irina Nazarova irinanazarova
9
1.1k
Sharpening the Axe: The Primacy of Toolmaking
Avatar for Bryan Cantrill bcantrill
46
2.6k
YesSQL, Process and Tooling at Scale
Avatar for Rocio Delgado rocio
174
15k
Refactoring Trust on Your Teams (GOTO; Chicago 2020)
Avatar for Rebecca Miller-Webster rmw
35
3.3k
Fashionably flexible responsive web design (full day workshop)
Avatar for Andy Clarke malarkey
407
66k
A better future with KSS
Avatar for Kyle Neath kneath
240
18k
Build your cross-platform service in a week with App Engine
Avatar for Jose L jlugia
234
18k
Large-scale JavaScript Application Architecture
Avatar for Addy Osmani addyosmani
515
110k
Making Projects Easy
Avatar for Brett Harned brettharned
120
6.5k
A Tale of Four Properties
Avatar for Chris Coyier chriscoyier
162
23k
Rebuilding a faster, lazier Slack
Avatar for samanthasiow samanthasiow
85
9.3k

Transcript

  1. Jungwon Seo | University of Stavanger ISI Programming Class Tensorflow

  2. Tensorflow • Originally developed by Google. • Mainly for Deep

    Neural Network.
 
 
 
 
 


  3. Why do we need to use this?

  4. Flexibility, Scalability, Portability

  5. Again! Neural Network

  6. Neuron

  7. Activation Function

  8. Backpropagation

  9. Gradient descent

  10. Minimum Error

  11. Learning Rate

  12. 1. Convolutional Neural Network • Good fit with image recognition.

  13. 2. Recurrent Neural Network • Good fit with text and

    audio data.

  14. Deep learning can’t solve the problem that you don’t know

    how to solve.