Python Learning

🆓 Python for Data Science Course

🐍 Python Videos Index for Beginners

Useful Info: HOW TO MAKE SYMBOLS WITH KEYBOARD. ================= Alt + 0153..... ™... trademark symbol Alt + 0169.... ©.... copyright symbol Alt + 0174..... ®....registeredtrademark symbol Alt + 0176 ...°......degree symbol Alt + 0177 ...±....plus-or-minus sign Alt + 0182 ...¶.....paragraph mark Alt + 0190 ...¾....fraction, three-fourths Alt + 0215 ....×.....multiplication sign Alt + 0162...¢....thecent sign Alt + 0161.....¡......upside down exclamation point Alt + 0191.....¿.....upside down question mark Alt + 1...........smiley face Alt + 2 ......☻.....black smiley face Alt + 15.....☼.....sun Alt + 12......♀.....female sign Alt + 11.....♂......male sign Alt + 6.......♠.....spade Alt + 5.......♣......Club Alt + 3............. Heart Alt + 4.......♦......Diamond Alt + 13......♪.....eighth note Alt + 14......♫......beamed eighth note Alt + 8721.... ∑.... N-ary summation (auto sum) Alt + 251.....√.....square root check mark Alt + 8236.....∞.....infinity Alt + 24.......↑.....up arrow Alt + 25......↓......down arrow Alt + 26.....→.....right arrow Alt + 27......←.....left arrow Alt + 18.....↕......up/down arrow Alt + 29......↔... left right arrow.. ================= 1. CTRL+C (Copy) 2. CTRL+X (Cut) 3. CTRL+V (Paste) 4. CTRL+Z (Undo) 5. DELETE (Delete) 6. SHIFT+DELETE (Delete the selected item permanently without placing the item in the Recycle Bin) 7. CTRL while dragging an item (Copy the selected item) 8. CTRL+SHIFT while dragging an item (Create a shortcut to the selected item) 9. F2 key (Rename the selected item) 10. CTRL+RIGHT ARROW (Move the insertion point to the beginning of the next word) 11. CTRL+LEFT ARROW (Move the insertion point to the beginning of the previous word) 12. CTRL+DOWN ARROW (Move the insertion point to the beginning of the next paragraph) 13. CTRL+UP ARROW (Move the insertion point to the beginning of the previous paragraph) 14. CTRL+SHIFT with any of the arrow keys (Highlight a block of text) SHIFT with any of the arrow keys (Select more than one item in a window or on the desktop, or select text in a document) 15. CTRL+A (Select all) 16. F3 key (Search for a file or a folder) 17. ALT+ENTER (View the properties for the selected item) 18. ALT+F4 (Close the active item, or quit the active program) 19. ALT+ENTER (Display the properties of the selected object) 20. ALT+SPACEBAR (Open the shortcut menu for the active window) 21. CTRL+F4 (Close the active document in programs that enable you to have multiple documents opensimultaneously) 22. ALT+TAB (Switch between the open items) 23. ALT+ESC (Cycle through items in the order that they had been opened) 24. F6 key (Cycle through the screen elements in a window or on the desktop) 25. F4 key (Display the Address bar list in My Computer or Windows Explorer) 26. SHIFT+F10 (Display the shortcut menu for the selected item) 27. ALT+SPACEBAR (Display the System menu for the active window) 28. CTRL+ESC (Display the Start menu) 29. ALT+Underlined letter in a menu name (Display the corresponding menu) Underlined letter in a command name on an open menu (Perform the corresponding command) 30. F10 key (Activate the menu bar in the active program) 31. RIGHT ARROW (Open the next menu to the right, or open a submenu) 32. LEFT ARROW (Open the next menu to the left, or close a submenu) 33. F5 key (Update the active window) 34. BACKSPACE (View then folder onelevel up in My Computer or Windows Explorer) 35. ESC (Cancel the current task) 36. SHIFT when you insert a CD-ROMinto the CD-ROM drive (Prevent the CD-ROM from automatically playing) Dialog Box - Keyboard Shortcuts 1. CTRL+TAB (Move forward through the tabs) 2. CTRL+SHIFT+TAB (Move backward through the tabs) 3. TAB (Move forward through the options) 4. SHIFT+TAB (Move backward through the options) 5. ALT+Underlined letter (Perform the corresponding command or select the corresponding option) 6. ENTER (Perform the command for the active option or button) ➖➖➖➖➖➖➖➖➖➖➖

Data science eBooks Links 1. http://neuralnetworksanddeeplearning.com/about.html 2. https://greenteapress.com/wp/think-bayes/ 3. https://web.stanford.edu/~hastie/StatLearnSparsity_files/SLS.pdf 4. https://www.boozallen.com/s/insight/publication/field-guide-to-data-science.html#download-this-insight 5. https://www.fujitsu.com/global/Images/WhiteBookofBigData.pdf 6. https://onlinelibrary.wiley.com/doi/pdf/10.1002/9781119183464.fmatter 7. https://www.jigsawacademy.com/em/Beginners_Guide_to_Analytics.pdf 8. https://srdas.github.io/Papers/DSA_Book.pdf 9. https://automatetheboringstuff.com/ 10. http://faculty.marshall.usc.edu/gareth-james/ISL/ISLR%20Seventh%20Printing.pdf

Free Machine Learning: Unsupervised Learning

🆓 Free Course on Fundamentals of Data Preprocessing Get started with this applied course focusing on the introduction to data preprocessing. This quick course provides opportunities of learning through reading material, Business case and a quiz to test your understanding. Beginner Level Approx. 1 Hour to complete 😃 https://bit.ly/3hO8GpW