Curated Free Roadmaps
Curated Learning Paths
Sequenced learning roadmaps combining open courses from SWAYAM/NPTEL and MIT, open textbooks from OpenStax, and authentic datasets. Track your progress with zero subscription fees.
Beginner~48 Hours
Learn Data Analytics for Free
A curated roadmap guiding students from basic Python and spreadsheets to relational database querying (SQL) and exploratory statistical visualization.
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Outcomes:
Write idiomatic Python scripts to clean messy tabular datasets
Compute descriptive statistical summaries and detect outliers
Construct high-impact visual charts using Matplotlib and Seaborn
3 Sequenced ModulesView Curriculum
Intermediate~36 Hours
Research Methodology & Academic Writing
Essential guidance for postgraduate students, MPhil, and PhD scholars in India to design robust research proposals, conduct literature reviews, and format citations with integrity.
My Progress0% (0/3)
Outcomes:
Formulate rigorous research questions and testable hypotheses
Conduct systematic literature mapping using OpenAlex and ResearchRabbit
Master citation management in Zotero with zero plagiarism
3 Sequenced ModulesView Curriculum
Advanced~64 Hours
Foundations of Artificial Intelligence & Deep Learning
A grounded curriculum starting with computer science fundamentals and calculus up through neural architectures and transformers.
My Progress0% (0/3)
Outcomes:
Understand foundational linear algebra and matrix operations in AI
Implement neural networks with gradient descent from scratch
Analyze the seminal transformer attention mechanism architecture
3 Sequenced ModulesView Curriculum