filmov
tv
Tariq Rashid - A Gentle Introduction to Neural Networks (with Python)
Показать описание
Tariq Rashid - A Gentle Introduction to Neural Networks (with Python)
[EuroPython 2016]
[22 July 2016]
[Bilbao, Euskadi, Spain]
A gentle introduction to neural networks, and making your own with Python.
This session is deliberately designed to be accessible to everyone,
including anyone with no expertise in mathematics, computer science or
Python.
From this session you will have an intuitive understanding of what
neural networks are and how they work. If you are more technically
capable, you will see how you could make your own with Python and
numpy.
-----
Part 1 - Ideas:
- the search for AI, hard problems for computers easy fro humans
- learning from examples (simple classifier)
- biologically inspired neurons and networks
- training a neural network - the back propagation breakthrough
- matrix ways of working (good for computers)
Part 2 - Python:
- Python is easy, and everywhere
- Python notebooks
- the MNIST data set
- a very simple neural network class
- focus on concise and efficient matrix calculations with bumpy
- 97.5% accuracy recognising handwritten numbers - with just a few
lines of code!
Part 3 - Q&A
[EuroPython 2016]
[22 July 2016]
[Bilbao, Euskadi, Spain]
A gentle introduction to neural networks, and making your own with Python.
This session is deliberately designed to be accessible to everyone,
including anyone with no expertise in mathematics, computer science or
Python.
From this session you will have an intuitive understanding of what
neural networks are and how they work. If you are more technically
capable, you will see how you could make your own with Python and
numpy.
-----
Part 1 - Ideas:
- the search for AI, hard problems for computers easy fro humans
- learning from examples (simple classifier)
- biologically inspired neurons and networks
- training a neural network - the back propagation breakthrough
- matrix ways of working (good for computers)
Part 2 - Python:
- Python is easy, and everywhere
- Python notebooks
- the MNIST data set
- a very simple neural network class
- focus on concise and efficient matrix calculations with bumpy
- 97.5% accuracy recognising handwritten numbers - with just a few
lines of code!
Part 3 - Q&A
0:56:23
Tariq Rashid - A Gentle Introduction to Neural Networks (with Python)
0:55:41
Tariq Rashid - A Gentle Introduction to Neural Networks and making your own with Python
0:45:04
Tariq Rashid - A Gentle Introduction to Neural Networks (with Python)
0:43:01
A Gentle Introduction to Neural Networks - Tariq Rashid - Agile on the Beach Conference 2018
0:37:51
Tariq Rashid - Dimension Reduction and Extracting Topics - A Gentle Introduction
0:01:34
Neural Networks Event
0:11:49
Tariq Rashid - NYSE Euronext - The C Word
1:10:30
A Python a Day...Fixes Your Neural Network Problem by Tariq Rashid
0:04:51
Tariq Rashid Demo Reel 2015
0:32:26
Tariq Rashid- Safe Fair and Ethical AI A Practical Framework| PyData Global 2020
0:10:57
Tariq Rashid, Digital & Technology Strategy at the Cabinet Office
0:53:51
How To Ensure Responsible Use Of AI With A Real-World Example - Tariq Rashid | PyData Global 2021
0:16:58
Tariq rashid story part 2
0:02:47
Tariq Rashid - Pitch up at the Pad
0:11:06
How to get Job in Facebook by Tariq Rashid | Rehan Allahwala
0:32:27
Safe Fair and Ethical AI - A Practical Framework Tariq Rashid
0:00:40
EX MUSLIM CANT RECITE SHORTEST CHAPTER - HILARIOUS
0:12:29
Tariq Rashid vs Bartholomew 13 December 2015, Leicestershire
0:00:13
Hania Amir and Ali Rehman smoking at the set of parade may rehne do #pardemeinrehnedo #shorts
0:16:59
Story of Tariq Rashid from Facebook part 2 Meri Kahaani
0:15:54
Facebook main naukri Kaisay Hasil kar saktay hain ? Explained by Tariq Rashid who works in Facebook
0:53:46
Tariq Rashid - Safe Responsible and Ethical AI
0:01:00
What Mufti Menk Thinks About Andrew Tate
0:06:44
Neural Network Evolution
Комментарии