Pandas Course for Beginners: Learn Python Data Analysis in 90 Minutes!

Unlock the full potential of data analysis with this comprehensive Python Pandas course, designed to transform you into a proficient data analyst in just 90 minutes. Dive deep into the world of data manipulation, cleaning, and visualization using Pandas, one of the most powerful data analysis libraries in Python. This course covers everything from the basics to advanced techniques, providing practical examples and hands-on exercises to ensure a thorough understanding. Whether you're a beginner or looking to refine your skills, this course is the perfect way to master data analysis quickly and effectively. Thanks for watching my video. 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 on Instagram: https://www.instagram.com/datascience_101/ 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: 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 Join to the data discord server: https://discord.gg/BaVm6Rt4h8 My website: https://www.onurbaltaci.com Chapters: 00:00:00 Introduction and installation of Pandas 00:02:08 Series and series operations 00:07:23 Dataframes and basic dataframe creation 00:13:20 Creating dataframes from various file formats 00:18:27 Dataframe operations 00:26:20 Identifying and handling missing data 00:33:46 Data manipulation using loc and iloc 00:41:03 Sorting and ranking data 00:42:58 Combining and merging dataframes 00:45:00 Data cleaning techniques 00:50:41 Handling categorical data 00:53:43 Data transformation techniques 00:57:50 Handling date and time data 01:03:45 Group by operations 01:05:43 Aggreagating data using functions 01:08:58 Time series data visualization 01:10:37 Advanced data manipulation techniques (apply, map and apply map) 01:13:54 Data visualization with Pandas tools 01:18:37 Working with multi-index dataframes 01:22:54 Text manipulation methods #pythonpandas #datascience #dataanalysis #dataanalytics #data #dataengineering #datascientist #datascientists #machinelearning #python #pythonprogramming