Since several industries around the world use AI to some degree or the other, including healthcare and education, there has been exponential growth in the career opportunities within the field of AI.
- 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
- 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.
