Applied Machine Learning and Big Data

The course is delivered over 14 evenings.

Spring period 2023: Thursday 17.00 - 20.30


Location: Campus Ballerup

Session

Session 1

Session 2

Session 3

Session 4

Session 5

Session 6

Session 7

Session 8

Session 9

Session 10

Session 11

Session 12

Session 13

Session 14

Topic

Intro Session

Python, R

Data Visualization

Clustering I

Clustering II

Classification I

Classification II: Cross Validation

Classification III: Deep Learning

Text Mining, Sentim, Analysis

Gaussian Mixture Model, Project Review

Graph Visualization

Project Work

Project Work

Questions, Project Work

Materials

Chapter 1

Chapter 2

Chapter 3, 6

Chapter 16

Chapter 16

Chapter 17

Chapter 8.1.7

Coursenotes

Coursenotes

Coursenotes

Coursenotes