The U.S. Bureau of Labor Statistics indicated that computer and information research scientists would experience a job growth rate of 11% from 2014 to 2024.
- Understand the intuition behind Artificial Neural Networks and apply them in practice
- Understand the intuition behind Convolutional Neural Networks and apply them in practice
- Understand the intuition behind Recurrent Neural Networks and apply them in practice
- Understand the intuition behind Self-Organizing Maps and apply them in practice
- Understand the mathematics behind Deep Learning algorithms
- Build your own Deep Learning algorithms from scratch
- Make a virtual Self Driving Car with Deep Q-Learning
- Make AI beat games with Deep Convolutional Q-Learning and AC3
- Optimize business processes with Thompson Sampling
- Maximize revenues and minimize costs with Deep Q-Learning
- Build a Hybrid Intelligent Systems
- Learn and apply Mixture Density Network, Genetic Algorithms, Evolution Strategies.
