AUTONOMOUS AGENT · EDUCATION & CAREER PATH BUILDER
Autonomous learning paths.
Zero tuition. Verified free.
Turn ambitious career goals into scheduled, verified paths of public resources. Ordered by prerequisites and fitted strictly to your weekly time budget, with autonomous link self-healing and human-in-the-loop calendar synchronization.
Foundations & Python Syntax
Basic programming, variables, control flow, functions
Core Skills: SQL & Pandas
Relational databases, filtering, grouping, data wrangling
Applied Practice & Visualization
Tableau Public, Seaborn, Matplotlib, real datasets
Portfolio & Capstone Case Study
End-to-end data pipeline, GitHub project showcase
EXPLORE SCENARIOS
One-Click Problem Presets
🎯Autonomous Curriculum Specification
Data Analyst in 6mo @ 5h/wk
The exact assigned problem statement. 26 weeks, 130 hours budget, 100% verified free resources.
⚡Software Engineering
Full-Stack Developer in 4mo @ 8h/wk
Frontend to backend roadmap. 16 weeks, 128 hours, HTML, CSS, JavaScript, React, Node, and SQL.
🤖Artificial Intelligence
Machine Learning in 6mo @ 6h/wk
Math foundations, Python, Pandas, Scikit-Learn, and Deep Learning with verified Kaggle & fast.ai.
🛡️Security Operations
Cybersecurity Analyst in 5mo @ 5h/wk
Computer networks, Linux administration, defensive security, and penetration testing fundamentals.
🐍Programming Core
Python Developer in 3mo @ 6h/wk
Python syntax, data structures, automation, OOP, and web APIs with Coursera, Kaggle & official docs.
☁️Cloud & Infrastructure
Cloud DevOps in 4mo @ 6h/wk
Linux administration, Docker containers, Kubernetes, CI/CD pipelines, and Azure/AWS free tiers.
⚡Big Data & Pipelines
Data Engineer in 5mo @ 6h/wk
PostgreSQL, Apache Spark, distributed computing, Delta Lake, Docker, and Apache Airflow pipelines.
📱Mobile Engineering
Mobile App Developer in 4mo @ 6h/wk
Cross-platform app development with Flutter, Dart, Android Jetpack Compose, and state management.
🎨Product Experience
UI/UX Designer in 3mo @ 5h/wk
User research, wireframing, interactive prototyping in Figma, Laws of UX, and design system tokens.
STEP 01
Collect the details
Collects goal, starting level, weekly hours budget, and horizon. Generates validated, immutable records.
STEP 02
Plan the next steps
Constructs prerequisite dependency DAGs and fits them realistically into available hours without overload.
STEP 03
Find the information
Crawls public course pages via live HTTP HEAD; paywall detection & self-healing link substitution.
STEP 04
Take action (Human Gate)
Human approval required before simulated enrolment and calendar block scheduling with idempotency.
Curriculum Parameters
STABLE SCHEMAType any tech ambition
AI Goal Analyzer
High (Direct Match)Standardized Role: Data Analyst· Data Analytics & Business Intelligence
Core Competencies:SQL QueryingSpreadsheet ModelingTableau / Power BIExploratory Data AnalysisExecutive Metrics
📊 Level: beginner⏱️ 26w (6 mo)⏳ 5h / wk
4 weeks52 weeks (1 yr)
Mathematically Balanced & Feasible
130h budget / ~130h benchmark (100% coverage)
Your 130h budget over 26 weeks aligns with the ~130h requirement for beginner level. Prerequisites are realistically scheduled without overload.
130h
Total Hours
26w
Weeks
5h
Hours / Wk
Autonomous Engine Console
READYStrict 100% Free Public Resource Policy
The engine audits courses across Coursera Free Audit, Kaggle Learn, Khan Academy, freeCodeCamp, MIT OpenCourseWare, and MDN Web Docs. It performs live HTTP reachability checks and intercepts paywalls.
Prerequisite Graph
Foundations (Math, Python syntax) are ordered before machine learning and advanced analytics.
Self-Healing Links
Broken links and paywalls are automatically swapped with verified free replacements.
Ready to Solve Official Brief
"Data Analyst in 6 months with 5 hours a week"