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Akash Shivadas Chatake

Mindforge • Data Analytics

Transparent, reproducible learning—grounded in real practice.

Build mastery in statistics, Python, visualization, and machine learning with clean explanations, examples, and assessments.

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Why this portal works

  • Clarity — concise theory with worked examples.
  • Reproducibility — code, datasets, and versioned notes.
  • Assessment — unit-wise tests, orals, and prelims.
  • Practice — practicals and microprojects with instructor guides.

Explore the Portal

Unit 1–5

Syllabus-aligned notes & scripts.

Practicals

Datasets, steps, outcomes, metadata.

Assessments

Assignments, tests, prelims with solutions.

Lecture Archive

Slides, recordings & materials.

Featured & Community