Data Science Roadmap for Beginners (Free Resources + Career Path)
ant to start your career in Data Science but don’t know where to begin? 🤔
In this video, I’ll guide you through the Complete Data Science Roadmap 2025 – covering everything from basic math & Python to Machine Learning, Deep Learning, and AI applications.
I’ll also share free resources, practical tips, and the right learning path so you can avoid confusion and build real-world skills.
📌 Whether you’re a student in Pakistan or anywhere in the world, this roadmap will help you understand how to become a Data Scientist step by step.
👉 Watch till the end to learn:
Which programming languages you should master
Core concepts of Data Analysis, ML & AI
Free resources to start learning today
Career opportunities in Data Science
This is the only roadmap you need in 2025 to start your Data Science journey! 🚀
Links:
Data analytics:
Rishabh Mishra | Excel Tutorial For Beginners in Hindi: • Excel Tutorial For Beginners in Hindi | Co...
Kevin Stratvert | Excel Tutorial for Beginners: • Excel Tutorial for Beginners
Khan Acadmy | Statistics and Probability:
• Statistics: The average | Descriptive stat...
• Probability explained | Independent and de...
Intellipaat | SQL for Data Science:
• SQL For Data Science Tutorial | Learn SQL ...
Code with Harry | SQL Tutorial for Beginners (Complete Course using MySQL):
• SQL Tutorial for Beginners (Complete Cours...
Alex The Analyst | Learn Tableau in Under 2 hours: • Learn Tableau in Under 2 hours | Dashboard...
Alex The Analyst | Power BI under 2 hours:
• Learn Power BI in Under 3 Hours | Formatti...
Power BI Full Course in 6 hours | WsCube Tech:
• Power BI Full Course in 6 Hours | Learn Po...
Power BI Course | Chandoo:
• Beginner to PRO Data Analysis with Power B...
For Data Scientist:
Free Code Camp | Data Analysis with Python Course - Numpy, Pandas, Data Visualization: • Data Analysis with Python Course - Numpy, ...
Free Code Camp | Machine Learning For Everybody:
• Machine Learning for Everybody – Full Course
Andrew NG | Machine learning specialization:
https://www.coursera.org/specializati...
Data Engineering:
TechTrapture | Google Cloud Data Engineer Certification:
• Google Cloud Data Engineer Certification C...
Learn by doing it | AWS Cloud Data Engineer:
• AWS DATA ENGINEER | AWS DATA ENGINEER PLAY...
Courera | Data Engineering on Google Cloud:
https://www.coursera.org/specializati...