Data Science – A Comprehensive Introduction to Concepts, Tools, Techniques, and Real-World Applications

sudeepbanerjee31 8 views 28 slides Oct 29, 2025
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About This Presentation

Data Science – A Comprehensive Introduction to Concepts, Tools, Techniques, and Real-World Applications


Slide Content

DATA SCIENCE

TOPICS Definition of DS & Analytics Merits of Analytics Roles and Responsibilities of Data scientist Possible Application Areas or Domains of DS DS or ML Algorithms Skills Required to Ds Python for DS

Multidisciplinary field of Def of DS Scientific Methods Algorithms Systems Processes In order to extract insights from heterogeneous huge amount of data

Def of Analytics Study of business data to discover hidden knowledge, correlations, patterns for accurate decision making.

Merits of Analytics Improved Decision Making Improved Operational Efficiency Improved Data Quality Improved Customer Intelligence Improved customer service Queries and optimal responses

Merits of Analytics Reduced replicated information Reduced operating costs Improved risk management Improved revenue Optimized marketing and branding Better Collaboration with business

Roles and Responsibilities

Data Scientist Responsibilities Manager Analyst Strategy Collaboration

Prerequisites Degree Creative Problem Solving Programming Language Professional Communication

Job Roles Data Analyst Data Engineer Data Scientist

Roles and Responsibilities

Data Science Life Cycle (DSLC)

Possible Application Areas of DS

Application Area of DS

Application Area of DS

Application Area of DS

Application Area of DS

Application Area of DS

Application Area of DS

Application Area of DS

Application Area of DS

Skills Req’d to DS

Growth Rate of Data Science According to a survey conducted by  IBM , there will be an increase by  364,000 to 2,720,000  openings in the year 2020. Furthermore, the unstoppable rise in demand for data scientists will reach approximately 700,000 openings in the same year. (May 30, 2019)

Facts about DS

Data Scientist Salary by Experience and Degrees

Data Scientist Salary by Industry

Data Scientist Salary by Companies
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