Python Data Science Bootcamp: From Zero to Expert in 7 Hours

Unlock the full potential of Python for data science with this comprehensive bootcamp, designed for beginners and experienced coders alike. Dive into seven meticulously crafted courses covering everything from basic Python programming to advanced machine learning techniques using Pandas, Numpy, Matplotlib, Seaborn, Plotly, and Scikit-learn with 3 Complete Data Science Projects. Gain hands-on experience with three real-world projects, ensuring you can apply your knowledge effectively. Whether aiming for a career in data science or enhancing current skills, this 7-hour journey transforms beginners into confident Python practitioners. Get ready to master data analysis, visualization, and predictive modeling with this all-inclusive Python Data Science Bootcamp.


Datasets for the projects:

Data Analysis Project - https://www.kaggle.com/datasets/iamsouravbanerjee/customer-shopping-trends-dataset

Machine Learning Project- https://www.kaggle.com/datasets/mexwell/motorbike-marketplace

Machine Learning II Project - https://www.kaggle.com/datasets/rohitudageri/credit-card-details

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


Some other videos I published:

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

Playlists:

Learning Data Science in 2024: https://youtube.com/playlist?list=PLTsu3dft3CWiow7L7WrCd27ohlra_5PGH&si=aPLdKzzm6d3STiVw

Courses: https://youtube.com/playlist?list=PLTsu3dft3CWhraC3rQ9sZZNC-2LmICJUQ&si=QWAvK7OejGBKMCj4

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

Data Analysis videos: https://youtube.com/playlist?list=PLTsu3dft3CWhwPJcaAc-k6a8vAqBx2_0t&si=c-xOry-7zyTxc2VJ

Machine Learning videos: https://youtube.com/playlist?list=PLTsu3dft3CWhSJh3x5T6jqPWTTg2i6jp1&si=wUQEzzLtGCQMofP5

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

I share Data Science content on Instagram: https://www.instagram.com/datascience_101/

Join to the data discord server:
https://discord.gg/BaVm6Rt4h8

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

Chapters:
00:00:00 Introduction
00:00:32 Python Programming Course
01:28:00 Data Analysis: Pandas Course
02:54:02 Data Analysis: NumPy Course
03:05:26 Data Visualization: Matplotlib Course
03:26:22 Data Visualization: Seaborn Course
03:37:38 Data Visualization: Plotly Course
04:39:40 Data Analysis Project (Dataset is in description)
05:03:12 Machine Learning: Scikit-learn Course
06:10:41 Machine Learning Project (Dataset is in description)
06:47:27 Machine Learning Project II (Dataset is in description)
07:28:45 Outro

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