Pandas, visualization, and scripting for engineers
Python skills for data analysis, automation, and bridging into ML workflows.
This roadmap is designed from fresher to professional level: you start with fundamentals, move to guided implementation, and finish with production-grade workflows.
Syntax, data structures, functions.
Hands-on focus: Python basics.
Pandas, NumPy, data cleaning.
Hands-on focus: Pandas, NumPy.
Matplotlib, scripts, APIs.
Hands-on focus: Plots, Automation.
Scikit-learn basics, model evaluation.
Hands-on focus: ML intro.
Developers and learners targeting AI & ML growth at Beginner level with practical, mentor-guided learning.
Self-Paced delivery with 6 Weeks schedule, structured modules, and real project implementation support.
Hands-on portfolio work, interview-oriented practice, and an industry-aligned syllabus designed for hiring readiness.
Sandeep Pal
Senior Software Engineer & Mentor