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# Latest Videos
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## Pandas
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0. [Pandas Tutorial : How to split columns of dataframe](https://www.youtube.com/watch?v=cCoGsFVPVh0&list=PLeicpQTG639FTJ-daMp7YWmQLBH3zumXv)
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1. [Pandas Tutorial : How to split dataframe by string or date](https://www.youtube.com/watch?v=7sgDvC4k6Xg&list=PLeicpQTG639FTJ-daMp7YWmQLBH3zumXv)
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2. [Easily extract tables from websites with pandas and python](https://www.youtube.com/watch?v=OXA_ZD1gR6A&list=PLeicpQTG639FTJ-daMp7YWmQLBH3zumXv)
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14. [How to Optimize and Speed Up Pandas](https://www.youtube.com/watch?v=nW5ltiwV-6Y&list=PLeicpQTG639FTJ-daMp7YWmQLBH3zumXv)
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15. [Pandas count and percentage by value for a column](https://www.youtube.com/watch?v=P5pxJkv71BU&list=PLeicpQTG639FTJ-daMp7YWmQLBH3zumXv)
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16. [Pandas use a list of values to select rows from a column](https://www.youtube.com/watch?v=jlSbo5wmTPQ&list=PLeicpQTG639FTJ-daMp7YWmQLBH3zumXv)
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## python
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0. [python string split by separator](https://www.youtube.com/watch?v=iBsg75W2Vig&list=PLeicpQTG639HMut5w0WfLz684cSCMBD4C)
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1. [python random number generation examples](https://www.youtube.com/watch?v=WDTnZgSreL4&list=PLeicpQTG639HMut5w0WfLz684cSCMBD4C)
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2. [bilingual programming education in java and python](https://www.youtube.com/watch?v=eEHBjP06WSI&list=PLeicpQTG639HMut5w0WfLz684cSCMBD4C)
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3. [biggest programmer salaries 2018](https://www.youtube.com/watch?v=X2bUUkWC7dE&list=PLeicpQTG639HMut5w0WfLz684cSCMBD4C)
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4. [python extract text from image or pdf](https://www.youtube.com/watch?v=PK-GvWWQ03g&list=PLeicpQTG639HMut5w0WfLz684cSCMBD4C)
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5. [Python read validate and import CSV JSON file to MySQL](https://www.youtube.com/watch?v=WbW0rHCX2UU&list=PLeicpQTG639HMut5w0WfLz684cSCMBD4C)
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6. [python regex match date](https://www.youtube.com/watch?v=o8Je7hPgsdU&list=PLeicpQTG639HMut5w0WfLz684cSCMBD4C)
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7. [python regex cheat sheet with examples](https://www.youtube.com/watch?v=o_CSmob64uU&list=PLeicpQTG639HMut5w0WfLz684cSCMBD4C)
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8. [python string methods tutorial](https://www.youtube.com/watch?v=7yuPVq9DtV0&list=PLeicpQTG639HMut5w0WfLz684cSCMBD4C)
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9. [python shuffle list](https://www.youtube.com/watch?v=WFRBxz6AeZI&list=PLeicpQTG639HMut5w0WfLz684cSCMBD4C)
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10. [Easy install of Python and PyCharm on Windows](https://www.youtube.com/watch?v=cDOlBRzHRI0&list=PLeicpQTG639HMut5w0WfLz684cSCMBD4C)
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11. [learn python for beginners complete tutorial 2018](https://www.youtube.com/watch?v=hnc3bGtYQsQ&list=PLeicpQTG639HMut5w0WfLz684cSCMBD4C)
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12. [think python chaper 2](https://www.youtube.com/watch?v=A6EIl677ntQ&list=PLeicpQTG639HMut5w0WfLz684cSCMBD4C)
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13. [Python/Java bad and good code comments examples](https://www.youtube.com/watch?v=SRCToEkq7to&list=PLeicpQTG639HMut5w0WfLz684cSCMBD4C)
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14. [intellij pycharm surround string quote](https://www.youtube.com/watch?v=AgRHEGB8Urs&list=PLeicpQTG639HMut5w0WfLz684cSCMBD4C)
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15. [Top Five Most Annoying Programming Mistakes For Beginners with Python](https://www.youtube.com/watch?v=JToPoYip-C4&list=PLeicpQTG639HMut5w0WfLz684cSCMBD4C)
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16. [No Python Interpreter Configured For The Module - PyCharm/IntelliJ](https://www.youtube.com/watch?v=mkKDI6y2kyE&list=PLeicpQTG639HMut5w0WfLz684cSCMBD4C)
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17. [python split string into list examples](https://www.youtube.com/watch?v=T8EfomTlcfA&list=PLeicpQTG639HMut5w0WfLz684cSCMBD4C)
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18. [How to migrate/update virtualenv from Python 3.5 to 3.6](https://www.youtube.com/watch?v=cFTB5EJUxzw&list=PLeicpQTG639HMut5w0WfLz684cSCMBD4C)
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19. [Python String Remove Last n Characters](https://www.youtube.com/watch?v=hZHfdOKFlAw&list=PLeicpQTG639HMut5w0WfLz684cSCMBD4C)
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20. [Python Pandas 7 examples of filters and lambda apply](https://www.youtube.com/watch?v=7nYkJctgSSA&list=PLeicpQTG639HMut5w0WfLz684cSCMBD4C)
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21. [The simplest way to run python headless test with Chrome on Ubuntu](https://www.youtube.com/watch?v=BdppFIT_lIs&list=PLeicpQTG639HMut5w0WfLz684cSCMBD4C)
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22. [Python 3 Simple Examples get current folder and go to parent](https://www.youtube.com/watch?v=tQ_9a6UhUQs&list=PLeicpQTG639HMut5w0WfLz684cSCMBD4C)
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23. [python join/merge list two and more lists](https://www.youtube.com/watch?v=-zcJ4uB7XUo&list=PLeicpQTG639HMut5w0WfLz684cSCMBD4C)
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24. [Easy way to convert dictionary to SQL insert with Python](https://www.youtube.com/watch?v=hUXGQwTSfMs&list=PLeicpQTG639HMut5w0WfLz684cSCMBD4C)
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25. [Python 3 detect and prevent TypeError-s](https://www.youtube.com/watch?v=DJd0JYaVkqA&list=PLeicpQTG639HMut5w0WfLz684cSCMBD4C)
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26. [The right way to declare multiple variables in Python](https://www.youtube.com/watch?v=8OoLg39nNlo&list=PLeicpQTG639HMut5w0WfLz684cSCMBD4C)
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27. [Python uninstall a module installed with pip install and virtual envirornment](https://www.youtube.com/watch?v=03ahRfkfwME&list=PLeicpQTG639HMut5w0WfLz684cSCMBD4C)
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28. [python performance profiling in pycharm](https://www.youtube.com/watch?v=EZ-im7m8630&list=PLeicpQTG639HMut5w0WfLz684cSCMBD4C)
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29. [Python Cumulative Sum per Group with Pandas](https://www.youtube.com/watch?v=1tCbvYv_ibw&list=PLeicpQTG639HMut5w0WfLz684cSCMBD4C)
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30. [PyCharm - Breakpoints, Favorites, TODOs simple examples](https://www.youtube.com/watch?v=_fNZLrz97kg&list=PLeicpQTG639HMut5w0WfLz684cSCMBD4C)
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31. [Python 3 simple ways to list files and folders](https://www.youtube.com/watch?v=oJdubyyJNIQ&list=PLeicpQTG639HMut5w0WfLz684cSCMBD4C)
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32. [Python 3 elegant way to find most/less common element in a list](https://www.youtube.com/watch?v=P4LonC3puS4&list=PLeicpQTG639HMut5w0WfLz684cSCMBD4C)
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33. [clock angle problem final](https://www.youtube.com/watch?v=eIRhXharV7k&list=PLeicpQTG639HMut5w0WfLz684cSCMBD4C)
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34. [Python 3 List Comprehension Tutorial for beginners](https://www.youtube.com/watch?v=DmSephyJNtQ&list=PLeicpQTG639HMut5w0WfLz684cSCMBD4C)
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35. [python 3 how to remove white spaces](https://www.youtube.com/watch?v=0k0fvqikaoE&list=PLeicpQTG639HMut5w0WfLz684cSCMBD4C)
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36. [Pandas Tutorial : How to split dataframe by string or date](https://www.youtube.com/watch?v=7sgDvC4k6Xg&list=PLeicpQTG639HMut5w0WfLz684cSCMBD4C)
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37. [improve your programming skills with fun](https://www.youtube.com/watch?v=uoAV7651Op0&list=PLeicpQTG639HMut5w0WfLz684cSCMBD4C)
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38. [pandas dataframe search for string in all columns filter regex](https://www.youtube.com/watch?v=vbHFIALhSWE&list=PLeicpQTG639HMut5w0WfLz684cSCMBD4C)
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39. [Pandas is column part of another column in the same row of dataframe](https://www.youtube.com/watch?v=duOHHDqI40c&list=PLeicpQTG639HMut5w0WfLz684cSCMBD4C)
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40. [Easily extract tables from websites with pandas and python](https://www.youtube.com/watch?v=OXA_ZD1gR6A&list=PLeicpQTG639HMut5w0WfLz684cSCMBD4C)
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41. [Easily extract information from excel with Python and Pandas](https://www.youtube.com/watch?v=hJMH_1o8eU0&list=PLeicpQTG639HMut5w0WfLz684cSCMBD4C)
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42. [Python asterisk argument or What is the usage of * asterisk in Python](https://www.youtube.com/watch?v=JBm8iptLnuA&list=PLeicpQTG639HMut5w0WfLz684cSCMBD4C)
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43. [Easy Image validation with Python - valid image, blank or pattern](https://www.youtube.com/watch?v=HMB4zrP_-HY&list=PLeicpQTG639HMut5w0WfLz684cSCMBD4C)
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44. [Pandas DataFrame generate n-level hierarchical JSON](https://www.youtube.com/watch?v=lCcE-0bykRU&list=PLeicpQTG639HMut5w0WfLz684cSCMBD4C)
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45. [Python group or sort list of lists by common element](https://www.youtube.com/watch?v=zVQJQxpedm8&list=PLeicpQTG639HMut5w0WfLz684cSCMBD4C)
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46. [Think Python: Chapter 3 Functions 3.2](https://www.youtube.com/watch?v=Ol3Dwucax9U&list=PLeicpQTG639HMut5w0WfLz684cSCMBD4C)
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47. [Questions and Answers 1 Improve OCR and tabula range](https://www.youtube.com/watch?v=nrF_Rgh88no&list=PLeicpQTG639HMut5w0WfLz684cSCMBD4C)
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48. [Map the headers to a column with pandas?](https://www.youtube.com/watch?v=3g6KG_8zq0E&list=PLeicpQTG639HMut5w0WfLz684cSCMBD4C)

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