Kado Education Inc Information

Kado is a place where we blend methods - like Machine Learning, Optimization, Simulation, Knowledge Representation - to solve complex problems. We show you how. We teach. We'll consult in the future (only if you want us to). Should we see a need, we'll create a product around this. What are Hero Methods? While Machine Learning is amazing, it's not the only method to solve problems in AI. We introduce you to the full palette and how to apply them. -- Complex in nature. Problems solved by Hero Methods - Hero Problems - are not effectively modeled by simple rules, as you find in most software. --List of Methods. Machine Learning, Optimization, Simulation, Knowledge Representation, Search/Planning, Dealing with Uncertainty, High Performance Computing. --Brute Force is infeasible. To solve complex problems, we need concise reliable methods that abstract & generalize the underlying patterns with efficient compute that can process formal representations. --"Good enough" is good enough. Complex problems may not have exact answers. The process to solve them is beset with uncertainty and may yield different results every time. Approximate, "rule of thumb" solutions are sufficient.