Kalender

Slides from the lecture available here.

Course Introduction:

• Power System Information - 

• Data Analysis

Introduction Exercise

Test Archive

Computer architecture. Syntax and data types

• Java (Beginner) Programming Tutorials (Bucky’s videos):
  Videos  5,7-9
  

• Michael Lively Intro to Java Programming
  Video 3-6

• MIT Open “6.092. Introduction to Programming in Java.” 
  Lecture 1

Java exercise session I

Code of solution for Java exercise I

Lecture 3: Java methods. Variable scope

• Java (Beginner) Programming Tutorials (Bucky’s videos): 
  Videos  15,16,38

• Michael Lively Intro to Java Programming 
  Video 9,10

• MIT Open “6.092. Introduction to Programming in Java.” 
  Lecture 2,5

Java exercise II

Code for Java exercise II

Lecture 4: Java operators. Execution flow and loops

• Java (Beginner) Programming Tutorials (Bucky’s videos): 
  Videos  10,11,13,18-20,22,27-29

• Michael Lively Intro to Java Programming 
  Video 17,18,19

• MIT Open “6.092. Introduction to Programming in Java.”
  Lecture 2,3

Exercise 4:
Java exercise III

Code for Java exercise III

Lecture 5: Java Classes

• Java (Beginner) Programming Tutorials (Bucky’s videos):
  Videos  14,16,17,39,46,47
• MIT Open “6.092. Introduction to Programming in Java.” 
  Lecture 4,6,7

Hands-on session:

Java exercise IV

Code for Java exercise IV

Lecture 6: Inheritance. ArrayList. Good program design

• Java (Beginner) Programming Tutorials (Bucky’s videos):
  Videos  30-34,49

• MIT Open “6.092. Introduction to Programming in Java.”
  Lecture 3,5,6

Slides from todays lecture (a compilation of slides from 3,5 6 6 above)

Hands-on session:
Java exercise V

Code for Java exercise V

Lecture 7: Exceptions. Input & Output

• Java (Beginner) Programming Tutorials (Bucky’s videos):
  Videos  78-82

• MIT Open “6.092. Introduction to Programming in Java.” 
  Lecture 7

Hands-on session:
Java exercise VI

File

Code for Java exercise VI

Java Programming VII:

Although the title of this session is Java Programming, a large part of the lecture will be spent on XML, which is a format/language for exchanging data between systems.

There is a nice XML online tutorial available here: http://www.w3schools.com/xml/

For the Java programming part, we will be working with the DOM parser, you can find a Video describing the use of the DOM parser here: https://www.youtube.com/watch?v=HfGWVy-eMRc

The slides from the lecture can be downloaded here.

Hands-on session:
Java exercise VII
XML file
Code of solution for Java exercise VII

Power System Data Models I:

• Common Information Model

The slides from the lecture can be downloaded here.

Power System Data Models II:

• CIM-RDF schema

CIM XML parsing in Java

CIM Java session

CIM XML file

Code for CIM Java session

Power System Data Models III:

• Relational Databases

• E-R models

You can download the slides from this lecture here.

MySQL installation guidance

Queries for 'flowers' database

Power System Data Models IV

• SQL

SQL syntax

MySQL hands-on session

SQL code

Java-SQL programming

• JDBC

Java SQL session

Project I session

Machine Learning I:

• Introduction to learning

• Notation and logic

Machine Learning II:

• Concept learning

• Decision trees

The slides from the lecture can be downloaded here.

Machine Learning III:

• Decision trees

The slides from the lecture can be downloaded here.

Machine Learning III: • Decision tree

Exercise session

Learning set

Test set

Machine learning IV: k-means clustering and kNN classification

Exercise instructions

Learning set

Test set

k-means clustering

Course Wrap-up and recap.

Slides from the lecture can be downloaded here.

Voluntary Test