ADDA for 6 month

The Advanced Diploma in Data Analytics (ADDA) is a rigorous and career-driven 6-month program offered by the Department of Computer Science & Technology at Dr. P. Kumar Academy. This program is tailored for individuals who aspire to enter the booming field of data analytics, providing a solid foundation in data science concepts, tools, and real-world applications.

Whether you’re a student, graduate, or working professional, this course empowers you with job-ready skills in data handling, visualization, programming, and statistical analysis.

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Course Objectives:

• Build a strong foundation in data analytics tools and techniques

• Gain hands-on experience with real-world datasets

• Learn to make data-driven decisions using statistical and computational methods

• Prepare for roles such as Data Analyst, Business Intelligence Executive, or Junior Data Scientist

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Core Modules:

1. Introduction to Data Analytics

• What is data analytics?

• Analytics lifecycle and applications in business

2. Excel for Data Analysis

• Advanced Excel formulas, functions, pivot tables, and dashboards

• Data cleaning and preparation techniques

3. Programming with Python

• Python basics and data structures

• Data manipulation with Pandas and NumPy

• Data visualization with Matplotlib and Seaborn

4. Database Management with SQL

• Relational databases and schema design

• SQL queries for data extraction and analysis

• Joins, subqueries, aggregation, and filtering

5. Statistics for Data Science

• Descriptive & inferential statistics

• Hypothesis testing, correlation, and regression analysis

• Probability distributions

6. Data Visualization & Reporting

• Building reports and dashboards with Power BI/Tableau

• Storytelling with data

• KPI measurement and presentation techniques

7. Mini Projects & Case Studies

• Real-time project based on business datasets

• Domain-specific case studies (finance, marketing, operations)