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December 19th, 2024    

CISC 7700X
Main
Files
Syllabus
Links
Homeworks


Notes
Intro
Models
Distance
Confusion Matrix
Hyperplanes
Features
Quantization Vector Quantization
Probability
Meta-Models
n-Tuple (src)
Decision Trees
Optimization
Clustering
Guesstimating (src)
Hierarchical
Graphs
Big Data
Hadoop/Hive
HBase Primer
Spark Primer
Neural Nets
NN Links
End Notes
Sorting


Past Tests
F2024 Final (key)
F2024 Midterm (key)
S2024 Final (key)
S2024 Midterm (key)
F2023 Final (key)
F2023 Midterm
S2023 Final (key)
S2023 Midterm (key)
F2022 Final (key)
F2022 Midterm (key)
F2021 Midterm (key)
F2021 Final (key)
F2020 Midterm(key)
F2020 Final(key)
F2018 Midterm(key)
F2018 Final(key)
F2019 Midterm(key)



Readings
Bernoulli_1738
kelly_1956
Entropy

RndForests

Global K-means
K-means++

Attntn All U Nd
Attntn All U Nd ntbk

DL generalization
LotteryTicket

Challenger


MNIST train image
MNIST train labels
MNIST test image
MNIST test labels


SQLRunner

Brooklyn College
CISC 7700X - Introduction to Data Science

Introduction

Welcome to CISC 7700X - Introduction to Data Science class. This web-site will provide a basic course outline, homework assignments, syllabus, and anything else that is important for the class. Feel free to email any questions, suggestions, thoughts, etc. Good luck!

News, etc.

Welcome to class!

Schedule of classes: Academic Calendar

Notes

I'll try to type up notes for the class and post them on the page. These are just notes and are not a substitute for attending class. Notes are generally paraphrased information of what you'd find in the book with my own personal comments on things. They are not a substitute for reading the book or attending class.

Homeworks

Homeworks are now found on a separate page.

cistalk

You are encouraged to join the cistalk mailing list by following this link. The list is very popular for any CIS related problems, questions, etc. Many students and faculty members are on the list.





































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