How I'd Learn Data Science in 2025 if I Had to Start Over! (Roadmap to Get Hired)

Are you looking to break into data science in 2025 or upgrade your skills to land your dream job? In this video, I share the ultimate Data Science Roadmap for beginners and those starting over, covering everything from Python and SQL to machine learning tools like Scikit-learn. Learn the exact steps you need to take to master data science and get hired in today’s competitive market. Don’t miss this actionable guide packed with insights to help you succeed in 2025!

Thanks for watching my video. I share new Data Science videos weekly, you can subscribe for more videos like this.

You can check the channel playlists for more videos like this. Data Science YouTube Playlists:

Data Science Full Courses & Projects: https://youtube.com/playlist?list=PLTsu3dft3CWiow7L7WrCd27ohlra_5PGH&si=aPLdKzzm6d3STiVw

Machine Learning Tutorials (Python Scikit-learn): https://youtube.com/playlist?list=PLTsu3dft3CWhSJh3x5T6jqPWTTg2i6jp1&si=wUQEzzLtGCQMofP5

AI Tutorials (LLMs, LangChain and OpenAI): https://youtube.com/playlist?list=PLTsu3dft3CWhAAPowINZa5cMZ5elpfrxW&si=eB977ZjQ9P6Tg-zY

Data Analysis Tutorials (Python Pandas): https://youtube.com/playlist?list=PLTsu3dft3CWhwPJcaAc-k6a8vAqBx2_0t&si=c-xOry-7zyTxc2VJ

Data Science Interview Exercises (Questions & Answers): https://youtube.com/playlist?list=PLTsu3dft3CWhXwqyqlHvAuaiIuZ1NHS2P&si=-SZJIS9xxnClX9Xg

Data Science & Machine Learning Projects: https://youtube.com/playlist?list=PLTsu3dft3CWg69zbIVUQtFSRx_UV80OOg&si=_iZwYDowXBUE5I-9

Python Time Seires Analysis: https://youtube.com/playlist?list=PLTsu3dft3CWibrBga4nKVEl5NELXnZ402&si=Y28xzOF25F_aR37f

Natural Language Processing (NLP): https://youtube.com/playlist?list=PLTsu3dft3CWjYPJi5RCCVAF6DxE28LoKD&si=2-gVxeZ-SxniCNMf

Deep Learning with PyTorch: https://youtube.com/playlist?list=PLTsu3dft3CWghrjn4PmFZlxVBileBpMjj&si=ERBNHuuI7BPNx_EF

Check my Data Science courses from here: https://www.onurbaltaci.com/courses

Udemy Courses

Data Science Projects: https://www.udemy.com/course/data-science-projects-3/?referralCode=AEC736448BA104C3EC3F

Data Analysis Interview: https://www.udemy.com/course/data-analysis-interview/?referralCode=3270B750A08BE82F7994

Python for Data Analytics: https://www.udemy.com/course/python-for-data-analytics/?referralCode=0782B89299FFF7561184

Machine Learning with Python: https://www.udemy.com/course/python-machine-learning-course/?referralCode=09455A4817E14D6B83D8

Python Programming: https://www.udemy.com/course/python-basics-i/?referralCode=3C8A77721CCEA802B372

Time Series Analysis: https://www.udemy.com/course/python-for-time-series/?referralCode=439816EE7E65C91F1B55

Natural Language Processing (NLP): https://www.udemy.com/course/python-natural-language-processing/?referralCode=AFFEAA30617CA01E6819

I share Data Science content (short videos, articles and projects) on Instagram: https://www.instagram.com/datascience_101/

Some other videos I published:

Python Data Science Bootcamp (7+ Hours): https://www.youtube.com/watch?v=6gDLcTcePhM

Python PySpark Big Data Analytics Course: https://www.youtube.com/watch?v=jWZ9K1agm5Y&t=2009s

Python Polars Big Data Analytics Course: https://www.youtube.com/watch?v=aiHSMYvoqYE

Python Plotly Data Visualization Course: https://www.youtube.com/watch?v=W_qQTKupZpY

Python Data Analysis Project: https://www.youtube.com/watch?v=xuSx4jpsTz8

Python Machine Learning Project: https://www.youtube.com/watch?v=47EzTeIuHYo

Python Data Science Project: https://www.youtube.com/watch?v=9-IQJu-6vhw

MySQL Course: https://www.youtube.com/watch?v=3HX9rOQiKOs
Join to the data discord server:
https://discord.gg/BaVm6Rt4h8

My website: https://www.onurbaltaci.com

Chapters:

00:00 Introduction
00:17 My Background
00:39 Mathematics
00:59 Statistics
01:22 SQL
02:01 Programming Language
03:04 Python
04:21 Data Cleaning
05:12 Data Analysis
05:52 Data Visualization
06:24 Machine Learning
09:43 Deep Learning
10:31 Building Projects
12:14 Creating a Portfolio
12:59 Conclusion

Видео How I'd Learn Data Science in 2025 if I Had to Start Over! (Roadmap to Get Hired) канала Onur Baltaci