Course Details

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

JNTU Anantapur

4 Subjects 0 Lectures

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Subjects Covered | 4

Data Visualization

Machine Learning

Software Testing

Cloud Computing

Data Visualization

1.1 PYQ's

2.1 PYQ's

3.1 PYQ's

4.1 PYQ's

5.1 PYQ's

Machine Learning

1.1 PYQ's

2.1 PYQ's

3.1 PYQ's

4.1 PYQ's

5.1 PYQ's

Software Testing

1.1 PYQ's

2.1 PYQ's

3.1 PYQ's

4.1 PYQ's

5.1 PYQ's

Cloud Computing

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 II

Subjects Covered | 4

Data Visualization

1 Introduction, the importance of Context, Choosing and effective visual

2 Clutter is your Enemy, Focus your Audience’s Attention, Lessons in Storytelling

3 Communicating Data, Introduction to Tableau & Ratios and Rates

4 Proportions and Percentages & Variation and Uncertainty

5 Multiple Quantities, Changes over time & Maps and Location

Machine Learning

1 Introduction to Machine Learning & Preparing to Model

2 Modelling and Evaluation & Basics of Feature Engineering

3 Bayesian Concept Learning & Supervised Learning: Classification

4 Supervised Learning: Regression

5 Unsupervised Learning

Software Testing

1 Introduction

2 Transaction Flow Testing & Dataflow Testing

3 Domain Testing

4 Paths, Path Products and Regular Expressions

5 State, State Graphs and Transition Testing, Graph Matrices and Application

Cloud Computing

1 Basics of Cloud Computing

2 Hadoop and Python

3 Python For Cloud Computing

4 Big Data, Multimedia and Tuning

5 Applications and Issues in Cloud