Course Details

JNTUA | CSE - Data Science | 3 Year | Semester - I

JNTU Anantapur

6 Subjects 0 Lectures

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Subjects Covered | 6

Object Oriented Programming Through Java

Data Warehousing and Data Mining

Foundation of Data Analytics

Data Management Techniques

Introduction to Control Systems, OE-I

Artificial Intelligence

Object Oriented Programming Through Java

1.1 PYQ's

2.1 PYQ's

3.1 PYQ's

4.1 PYQ's

5.1 PYQ's

Data Warehousing and Data Mining

1.1 PYQ's

2.1 PYQ's

3.1 PYQ's

4.1 PYQ's

5.1 PYQ's

Foundation of Data Analytics

1.1 PYQ's

2.1 PYQ's

3.1 PYQ's

4.1 PYQ's

5.1 PYQ's

Data Management Techniques

1.1 PYQ's

2.1 PYQ's

3.1 PYQ's

4.1 PYQ's

5.1 PYQ's

Introduction to Control Systems, OE-I

1.1 PYQ's

2.1 PYQ's

3.1 PYQ's

4.1 PYQ's

5.1 PYQ's

Artificial Intelligence

1.1 PYQ's

2.1 PYQ's

3.1 PYQ's

4.1 PYQ's

5.1 PYQ's

JNTUA | CSE - Data Science | 3 Year | Semester - I

Subjects Covered | 6

Object Oriented Programming Through Java

1 Introduction

2 Inheritance, Packages, Interfaces

3 Exception handling, Stream based I/O (java.io)

4 Multithreading, The Collections Framework (java.util)

5 Applet, GUI Programming with Swings, Accessing Databases with JDBC

Data Warehousing and Data Mining

1 Warehousing and Online Analytical Processing

2 Data Mining and Data Preprocessing

3 Associations and Classification

4 Cluster Analysis

5 Weka Tool

Foundation of Data Analytics

1 Introduction

2 Setting up Big Data Stack and Big Data Patterns

3 MapReduce & NoSQL

4 Serving Databases and Web Frameworks, Big Data Jobs

5 Simulation, Monte Carlo Integration & Variance Reduction

Data Management Techniques

1 Data Management & Data Handling Ethics

2 Data Governance & Data Architecture

3 Data Modelling and Design & Data Storage and Operations

4 Data Security, Data Integration and Interoperability

5 Metadata Management, Big Data and Data Science, Data Management Maturity Assessment

Introduction to Control Systems, OE-I

1 Mathematical Models of Physical Systems

2 Time Response Analysis & Root Locus Technique

3 Frequency Response Analysis

4 Stability Concepts & Analysis

5 State Variable Analysis

Artificial Intelligence

1 Introduction

2 Solving Problems By Searching

3 Reinforcement Learning & Natural Language Processing

4 Natural Language For Communication

5 Robotics & Philosophical Foundations