Data Science

Applied Data Science

IBMCompleted 2024-07-31Approximately 2 months at 10 hours a week

DashboardData AnalysisData Import/ExportData ManipulationData PresentationData ScienceData StorytellingData TransformationData Visualization SoftwareExploratory Data AnalysisInteractive Data VisualizationMachine Learning

What I Learned

Develop an understanding of Python fundamentals

Gain practical Python skills and apply them to data analysis

Communicate data insights effectively through data visualizations

Create a project demonstrating your understanding of applied data science techniques and tools

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Credential

Applied Data Science

IBM

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Educational Standards & Credential Integrity

This professional certificate confirms that Ankur Halder has successfully completed coursework, assessments, and technical implementations certified by IBM. Micro-credentials and formal certificates serve as verifiable evidence of mastery in modern software engineering principles, algorithms, cloud deployments, and software architecture.

Every course within this curriculum involves hands-on project building, peer code reviews, and structured knowledge evaluations designed to meet global industry requirements. The competencies gained directly enhance engineering capabilities across web development, system architecture, database optimization, and cloud operations.

To verify authentic certification status, official transcripts, and issuing authority records, use the verification link or download the signed PDF credential above. All certificates presented on this portfolio are verified through cryptographic or official issuer portals.