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Module 1

Introduction-To-CS

Algorithms

OS-&-CN

Computer Networks

Operating Systems

Introduction to computer science

Math

Calculus

Differentiation.

Limits

Functions of several variables

Three dimensional coordinate systems.

Vectors

Mathematics

Counting

Proofs

Sets

Mathematics / Calculus

Research Methodology

Book Summary

Information-Literacy

Information Literacy

Knowledge Problems

Managerial Problem Solving Method

Problem Identification

Research Methodology

Theme

Information Management

Business model

Data Modeling

Information Management

Production Management

Production Managment In Healthcare

Process Optimization

Production Management

Supply Chain Management

Supply Chain Management

Module 1

Module 2

Academic-Skills

Academic Skills

Calculus

Integration

Calculus

Programming

OOP

Classes and Objects

Exceptions

Interfaces and Inheritance Subtyping

Programming class.

basics

Variables and Subroutines

data-structures

Collections

List Implementations

Lists

networks

Basic Networking

Networking and Multithreading

security

Java Security

Security

software-development

Concurrency

Design Patterns

Graphical User Interfaces

Programming by Contract

Stream IO

Testing

System-Design

Activity Diagram

Class Diagram

Maintainable Software and Software Metrics

System Design

Requirements Modelling

Sequence Diagrams

Version Control

Module 2

Module 3

AS

Academic Skills

BI&DB

Business Intelligence Introduction

Databases Introduction.

Business Intelligence And Databases

book-summary

BPM

Introduction to Business Process Management

Business Process Management

LA

Linear Algebra

RM

Research Methods

Module 3

Module 4: Data and Information

Database

Class Diagrams

Converting a Class Diagram to Database Schema

Constraints

Database Basics

Database Normalization

Database Connectivity

Indices

Keys

Databases

Transactions

Views

Probability

Probability

Ch1: Experiment, sample space and probability

Ch2: Combinatorial Probability

Ch3: Conditional probability and independence

ch4: Discrete random variables

ch5

Ch6: Continuous Random Variables

ch7

Programming

Lecture 1

Lecture 2

Java REST Implementation.

Web Programming

REST

Requirements

Lecture 1

Lecture 2

Requirements

Security

Web Security

Web Security

Module 4: Data and Information

Module 5

Accounting-&-Finance

Accounting and Finance

book

1-1 Corporate Investments and Financing Decisions

1-2 The Financial Goal of the Corporation

2-1 Future Values and Present Values

2-2 Looking for Shortcuts-Perpetuities and Annuities

2-3 Growing Perpetuities and Annuities

2-4 How Interest Is Paid and Quoted

20-1 Calls, Puts and Shares

20-2 Financial-Alchemy with Options

20-3 What determines Option Values?

Intro to Financial Statements & Ratios

3-1 Using the Present Value Formula to Value

3-2 How Bond Prices Vary with Interest Rates

4-1 How common stocks are traded

4-2 How common stocks are valued

4-3 Estimating the cost of Equity Capital

7-1 Over a Century of Capital Market History in One Easy Lesson

7-2 Diversification and Portfolio Risk

7-3 Calculating Portfolio Risk

7-4 How Individual Insecurities Affect Portfolio Risk

7-5 Diversification and Value Additivity

8-1 Portfolio Theory and CAPM

8-2 The Relationship between Risk and Return

8-3 Validity and Role of CAPM

8-4 Alternative Theories

9-1 Company and Project Costs of Capital

9-2 Measuring the Cost of Equity

9-3 Analyzing Project Risk

9-4 Certainty Equivalents—Another Way to Adjust for Risk

Corporate Finance Summary

IT-&-Law

Cloud

GDPR: Checklist

IP Part 2

Intellectual property protection in a digitized world

Privacy Law

IT & Law

Cyber crime

Domain Name Registration

Option-Pricing

Lecture 1

Module 5

Module 6: Intelligent Interaction Design

AI

1-reasoning

Logic Cookbook

Propositional Logic

Predicate Logic

Probabilistic Reasoning

Prolog

2-optimization

Search

3-ML

Neural Networks

AI Overview

History

Intelligent Systems in Computer Science

Artificial Intelligence

Supervised learning - generalisation

Validation

decision-trees

Decision Trees for the same problem

Entropy

Performance

Information Gain

Iterative Dichotomiser

Pruning Decision trees

HCI

Lecture 2

Human Computer Interaction

Readings

week1

Youtube Lecture

Intro To HCI Research

Preece Chapter 2

week2

SBD

VSDIS

week3

Analyzing Qualitative Data

Surveys

Chapter8

week4

Design, Prototyping and Construction

Power Of Prototyping

Value Sensitive Design.

Stats

Chapter 2

Chapter 1

Prob Summary

Statistical Techniques

Module 6: Intelligent Interaction Design

Module 7

ERP

Critical Success Factors

Enterprise System Experience

Lecture 1

Lecture 2

Lecture 3

Misfits

PDOB

PODB 1

PODB 2

PODB 3

Strategy and Business Modelling

PODB 5

Digital Marketing

podb-8

Module 7

literature

Design Thinking vs Lean Startup

Enterprise Social Software

Design Thinking

Lean Startup

Mass Customization

Product Service Systems

PSS

Module 8

Exam 1: **Project Design & Initiation**

Exam 2: Project performance (management & execution)

Project in Context

Module 8

readings

Current Practice in Project Management

One size does not fit all

Delivering Large Scale IT projects on time, budget and value

Minors

Data Science & AI

CRISP-DM

DQ

Why Data Quality

Data Quality Process

Clean and Rectify

Ethics

Ethics

Knowledge Representation

Knowledge Representation

Knowledge Engineering

ML

Architectures

LSTM

Natural Language Processing Advanced

Natural Language Processing Basic

Computer Vision

XAI

Explainable AI

Model Agnostic Methods

XAI for Deep Learning

Data Science & AI

Minors

UT Startups.

contributors

BIT

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Decision Trees for the same problem

Used for supervised learning
Tree-like model to fit the data
Easy to understand and interpret

trainingData

bm8j40r

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