2. Agenda
● Introduction
● Machine Learning
● Machine Learning Typers
● Deep Learning
● Mozilla Common voice project
● How to contribute to Arabic language
3. - The Godfather of deep learning
- Psychologist
- Computer Scientist
- Works for Google(Google Brain)
And the University of Toronto.
Geoffrey Hinton
Machine Learning Tsunami
16. The fundamental goal of machine learning
algorithms is to generalize beyond the training
samples i.e. successfully interpret data that it has
never ‘seen’ before.
17. Main Challenges of Machine Learning
● Insufficient Quantity of Training Data
● Nonrepresentative Training Data
● Poor-Quality Data
● Irrelevant Features
● Overfitting the Training Data
● Underfitting the Training Data
18. This slide is taken from Advanced Machine Learning module from Southampton University 2018
19. This slide is taken from Advanced Machine Learning module from Southampton University 2018
25. ● We need to provide public domain sentences in
Arabic for people to read
● We want to collect sentences (about 5K
sentences to get started)
Our Goal