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AI & Data ScienceLevel: Intermediate

Data Science

Learn to extract meaningful insights from structured and unstructured data. Cover data acquisition, cleaning, multidimensional exploratory analysis, statistical hypothesis evaluation, and visualization storytelling using standard data science workflows.

30 Hours (Provisional)Classroom / Offline & Practical LabsCertificate of Completion
Hands-On Learning

Key Topics & Practical Competencies

Designed around real application scenarios rather than abstract textbook theory.

1

Data manipulation with NumPy arrays & Pandas DataFrames

2

Handling missing values, duplicates & outliers

3

Exploratory Data Analysis (EDA) & statistical summaries

4

Visualization with Matplotlib & Seaborn

5

Applied data science workflow case study

Who Should Attend

Graduates, research scholars, and professionals entering data-driven roles.

Prerequisites

Basic Python programming skills.

Course Duration & Institute Certification Policy

Duration Standard: Course duration is based on institute baseline standards; batch-specific hours confirmed upon enquiry.

Credential Award: Candidates who complete the required practical hours and pass the laboratory evaluation earn an official Certificate of Completion issued by Techva Educational Institute under Techva Educational Foundation.

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