courses:2022:cs244

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CS244: Introduction to Data Science

This course will provide a basic understanding of data science and how to solve problems from varied domains.

  • Monday - 1400-1500
  • Tuesday - 1400-1500
  • Friday - 1400-1500
Piyush Garg Shruti Saxena Srishti Gupta Saurabh Sharma
Sandeep Prabhat Susmita Dhirendra Kumar
  • Steven Skiena, Data Science Design Manual
Topics Slides Annotated Slides / Notes
Model evaluation pdf pdf
Linear Algebra pdf pdf
Linear regression pdf pdf
Gradient descent pdf pdf
Logistic regression NA pdf
Distance pdf pdf
Graphs pdf pdf
Clustering pdf pdf
Decision Trees pdf pdf
SVM pdf pdf
Deep learning NA pdf
Big data pdf NA
  • courses/2022/cs244.txt
  • Last modified: 2022/04/22 17:20
  • by arijit