Machine Learning and Its Common Applications

three types of machine learning:

  • Supervised learning, such as regression and classification
    • Regerssion
      • advertising popularity prediciton
      • weather forecasting
      • Market forecasting
      • estimating life expectancy
      • population growth prediction
    • Classification
      • identity fraud detection
      • image classification
      • customer retention
      • diagnostics
  • Unsupervised learning, such as dimensionality reduction and clustering
    • dimensionality reduction
      • big data visualisation
      • meaningful compression
      • structure discovery
      • feature elicitation
    • clustering
      • recommender systerms
      • targettd marketing
      • customer segment
  • Reinforcement learning
    • real-time decision
    • robot negotiation
    • skill acquisiton
    • AI

IMG_3979

Advertisements

Leave a Reply

Fill in your details below or click an icon to log in:

WordPress.com Logo

You are commenting using your WordPress.com account. Log Out /  Change )

Google+ photo

You are commenting using your Google+ account. Log Out /  Change )

Twitter picture

You are commenting using your Twitter account. Log Out /  Change )

Facebook photo

You are commenting using your Facebook account. Log Out /  Change )

w

Connecting to %s