Introduction to Data Science

Program at a Glance

  • Three Months Skill Certificate
  • Total 10 modules including introductory modules for basics to advance skills
  • Course fee Rs 15300/- (lump sum)

Learn the skills required for Introduction to Data Science

This course will provide you with the complete toolbox to become a Data Scientist. Data science is an essential part of many industries today, given the massive amounts of data that are produced, and is one of the most debated topics. It’s not just big IT and software companies: Data experts are needed in banking and finance, automotive, energy, healthcare, transport, retail, and virtually every domain you can think of. Students will acquire the precise technical skills recruiters are looking for when hiring Data Scientists.

What You’ll Learn

Unlike conventional techniques, this course will provide you with a solid basis in both theoretical framework and practical hands-on experience through its teaching methodology. You will learn how to:

  • Reduce the redundancies from data.
  • Get the salient features of data.
  • Predict the outcome based on the given data.
  • Determine the trends in data.
  • Visualize data and much more
  • Apply machine learning algorithm on a dataset
  • Maintain a safe environment at the workplace

In the sections below, you’ll find detailed descriptions of the course and the course material that presents the skills required to complete them.

How You’ll Benefit

The program features:

  • Students will gain knowledge and practical experience in Python, Machine Learning, Anaconda, Jupyter Notebook, Numpy, Pandas
  • Direct training from internationally acclaimed and experienced instructors
  • Practical knowledge and techniques that can be used immediately in the industry
  • Empowering communication skills and customer interaction

Students can join the industry as Data Scientists, Data Engineers, Project managers for Machine learning, etc. Successful completion of this certificate may lead to employment in a variety of different occupations and industries.

  • Healthcare
  • Education
  • Agriculture
  • Construction
  • Banking
  • Marketing
  • E-Commerce

The certificate offered by National Skills University has 10 modules (12 weeks). Each module has been prepared by the professionals. The primary focus is to provide the basic understanding of the associated knowledge and skills to flourish in the field of data science.

Module

Topics

Duration

Module 1

Course Introduction

  1. Why we need Data Science

Basics of Machine Learning

1 week

Module 2

The Process of Data Science 

  1. Flow diagram of data Science Project
  2. Roles of Data Science Project
  3. Expected deliverables

1 week

Module 3

Data Exploration

  1. Descriptive Statistics
  2. Visualization for Data Exploration

1 week

Module 4

Overview of Data Analysis

  1. Fundamental Concepts

1 week

Module 5

Association Rules

1 week

Module 6

Clustering

  1. Clustering algorithms
  2. Comparison of the Clustering Algorithms

1 week

Module 7

Classification

  1. Classification Models
  2. Comparison of Classification Models

1 week

Module 8 

Regression

  1. Linear Regression Models 
  2. Comparison of Linear Regression Models

1 week

Module 9

Time Series Analysis

  1.  Methods for Time Series Analysis

2 weeks

Module 10

Text Mining

  1. Challenges for Text Mining

2 weeks

 

Final Exam 

 

  • The course fee is Rs 15300/- (lump sum)

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February 21, 2024@ 06:05 PM