Machine Learning for Business Applications
The earner of this badge reviewed algorithmic techniques in machine learning, including introductions to supervised and unsupervised learning; deep learning including CNNs, RNNs, LSTMs, and deep Q-networks; data preparation techniques; and application of these techniques in a variety of settings including discussions of decision-making considerations between techniques. The earner implemented machine learning models to solve business-relevant problems.
Evaluate the benefits and drawbacks of a variety of machine learning and data management techniques.
Select the appropriate machine learning or data management technique for the situation.
Implement algorithmic techniques in machine learning and deep learning.
Present methods, design choices, and technical results in an organized and clear manner.