Data Science and Data Analysis Roadmap for Beginners.📊🧠

Table of Contents

1. Python For Data Analysis
2. SQL for Data Analysis
3. Power BI for Data Analysis
4. Machine learning
5. Create a projects while learning

Python For Data Analysis

Learn full python for Data Analysis from Datacamp(cources with certifications)

Numpy Library on youtube(without certification)

Pandas Library on youtube(without certification)

Seaborn Library on youtube(without certification)

SQL for Data Analysis

Learn full SQL for Data Analysis from Datacamp(cources with certifications)

SQL for beginners with alex's SQL playlist (without certification)

intermediate SQL with Alex (without certification)

Power BI for Data Anlysis

Full Power BI track from Datacamp(cources with certifications)

Power BI Tutorials for Beginners (without certification)

Power BI Full Course on youtube (without certification)

Machine learning

Machine Learning Specialization(cources with certifications)

Machie Learning Concepts part 1

Machie Learning Concepts part 2

Machine learning in Arabic(without certification)

Create a projects while learning

Data Analysis bootcamp with projects

Power BI + SQL project tutorial

Python for data analysis project tutorial

Data Science and Machine Learning projects

Note: rememmber to create alot of projects while you learning (projects are the real world learning)

Contact info

For inquiries or further collaboration🥰, please contact Saher Mohammed at [sahermuhamed176@gmail.com]

Saher's Linkdin