Week Wednesday 10:00-11:30
(Online)
Thursday 10:00-11:30
(Online)
Labs Assignments
No Start Date
1
22-02-2021 Introduction to the course
Data Science Introduction
Numpy and Pandas
Lab 1: Python 101 & Git  
2
01-03-2021 Visualisation Techniques
Data Analysis 1
Data Analysis 2
Lab 2: Numpy and Pandas Assignment 1 available
3
08-03-2021 Introduction to Machine Learning
Prediction
Lab 3: Visualisation and Hypothesis Testing
 
4
15-03-2021 Classification
Linear Classification
Lab 4: Linear Regression and Prediction
Labtest
5
22-03-2021 Decision Trees
Clustering
Lab 5: Classification
 
6
29-03-2021 Ethics of Data Science
Data Types
Database Systems
Lab 6: Decision Trees and Clustering
Assignment 1 due
Mid-semester break (two weeks)
7
19-04-2021 Relational Model
SQL
ER Model
Normalisation
Lab 7: Ethics of Data Science
Mid-semester Exam
Assignment 2 available
8
26-04-2021 Introduction to Security
Public Key Cryptography
Lab 8: Intro to SQL
 
9
03-05-2021 Digital Signatures
Public Key Infrastructure
Networks
Lab 9: Databases
 
10
10-05-2021 Internet Security
Data Protection and Privacy
Lab 10: Security
 
11
17-05-2021 NoSQL
XML
Lab 11: Security
Assignment 2 due
12
24-05-2021 AI/ML Guest Lecture
Quantum Computing Guest Lecture
Course Review and Exam Related Information
Lab 12: Revision
 

Updated:    26 May 2021 / Responsible Officer:    Director, RSCS / Page Contact:    Ramesh.Sankaranarayana