Beginner to Artificial Intelligence, Machine Learning, and Reinforcement Learning
Minimal technical fluency | No STEM / Computer Science degree required
Government executives trying to understand how to use Artificial Intelligence (AI)
Government contractors wanting to learn how to integrate AI into their offering
Startups trying to understand how to work with government on AI, ML and RL
Understand the current AI landscape
Understand what and what isn't realistic in AI
Understand the fundamentals of ML and RL
Understand applications of computer vision
Understand applications of natural language processing
Understand applications of robotics
Understand ethical concerns of AI
Understand challenges in data collection and handling
Understand the risks of biases and stereotypes in AI
Understand the security risks of machine learning
- Welcome to AI for Government
- Who is this course for?
- About me
- What CAN'T AI do?
- What is AI?
- Traditional Search
- Machine Learning
- Deep Learning
- Reinforcement Learning - Understanding the behavior
- Reinforcement Learning - Don't be greedy!
- Computer Vision 101
- Use Cases of Computer Vision
- Natural Language Processing 101
- Use Cases of Natural Language Processing
- Robotics 101
- Use Cases of Robotics
- Unique Challenges
- The Ethics of AI
- The Biases of AI
- Data Integrity and Quality
- How to Handle Data?
- Fooling Machine Learning - Adversarial Attack
- What's next?
Rohan is the Entrepreneur in Residence at Launch Dream, where he focuses on sourcing and vetting cutting-edge technologies and companies for the public sector while also helping instil transformative visioning, as well as strategic, disruptive, and continuous transformation within organizations.
Rohan is also the CTO of ScaleUP USA and the founder of HedQTR, online platform focused on helping local businesses grow revenues and profits and build thriving communities with companies, jobs, and competitiveness. These platforms will utilize cutting-edge deep learning techniques, like neural networks, to match supply and demand amongst businesses globally.
He completed his Bachelor’s degree in Computer Science from the top-ranked McGill University in Montreal, Quebec, Canada, where he was also a researcher in the Mobile Robotics Lab. He is following this with a graduate research degree in Computer Engineering from the world-renowned University of Toronto, where he is focusing his research on secure machine learning and robust artificial intelligence systems.
Rohan also authors publications for the McGill Student Business Review in the areas of Venture Capital, Technology, and Innovation.