Big Data Lecture 2

API: Application Program Interfaces

The part of algorithms is not included in the textbook, and is collected by the teacher.

Algorithms:

  • Linear regressions algorithm
  • Naive Bayesian algorithm
  • Support vector machine
  • K-means Algorithm
  • Collaborative filtering algorithm
  • Latent Dirichlet Allocation

Discussion part

Topic:

  • a meaningful content about the big model (better score)
  • a content about big data (lower score)

Number of member: 5-6 from the same class, and is different than project group.(18 groups in total)

Project part

Topic (from lower score to higher):

  • News clustering
  • News classification
  • News recommendation

Number of member: 5-6

Content:

  • coding for news system
  • finishing a slides
  • giving a report

Experiment

Content:

  • coding
  • report