Machine Learning for Business Applications
Issued by
Northeastern University
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.
Earning Criteria
-
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.