Hands-On Transfer Learning with Python

ML techniques

ML is a popular subfield of AI, one which covers a very wide scope. One of the reasons for this popularity is the comprehensive toolbox of sophisticated algorithms, techniques, and methodologies under its gambit. This toolbox has been developed and improved over the years, and new ones are being researched on an ongoing basis. To understand and use the ML toolbox wisely, consider the following few ways of categorizing it.

Categorization based on amount of human supervision:

• Supervised learning: This class of learning involves high-human supervision. The algorithms under supervised learning utilize the training data and associated outputs to learn a mapping between the two and apply the same on unseen data. Classification and ...