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| # These are supported funding model platforms | ||
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| custom: https://ko-fi.com/dipakkr |
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| # Jupyter Notebook | ||
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| * Documenting Notebook using Markdown | ||
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| * Jupyter Notebook is an open-source web application that allows you to create and share documents that contain live code, equations, visualizations and narrative text. | ||
| * It is used for data cleaning and transformation, numerical simulation, statistical modeling, data visualization, machine learning, and much more. | ||
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| # Headings | ||
| Use the number sign (#) followed by a blank space for notebook titles and section headings: | ||
| # for titles | ||
| ## for major headings | ||
| ### for subheadings | ||
| #### for 4th level subheadings | ||
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| # Emphasis | ||
| Use the following code to emphasize text: | ||
| 1. Bold text: __string__ or **string** | ||
| 2. Italic text: _string_ or *string* | ||
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| # Mathematical symbols | ||
| 1. Surround mathematical symbols with a dollar sign ($), for example: | ||
| $ mathematical symbols $ | ||
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| # Line breaks | ||
| Sometimes markdown doesn’t make line breaks when you want them. To force a linebreak, use the following code: <br> | ||
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| # Bullets | ||
| * To create a circular bullet point, use one of the following methods. Each bullet point must be on its own line. | ||
| * A hyphen (-) followed by one or two spaces, for example: - Bulleted item | ||
| * A space, a hyphen (-) and a space, for example: - Bulleted item | ||
| * An asterisk (*) followed by one or two spaces, for example: * Bulleted item | ||
| * To create a sub bullet, press Tab before entering the bullet point using one of the methods described above. For example: | ||
| - Main bullet point | ||
| - Sub bullet point | ||
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| # Internal links | ||
| * To link to a section within your notebook, use the following code: | ||
| [Section title](#section-title) | ||
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| # Vim Cheatsheet | ||
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| Credits and Reference: | ||
| [https://vim.rtorr.com](https://vim.rtorr.com) | ||
| [https://devhints.io/vi](https://devhints.io/vim) | ||
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| ## Global | ||
| ```bash | ||
| :help keyword # open help for keyword | ||
| :o file # open file | ||
| :saveas file # save file as | ||
| :close # close current pane | ||
| ``` | ||
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| ## Cursor movement | ||
| ```bash | ||
| h # move cursor left | ||
| j # move cursor down | ||
| k # move cursor up | ||
| l # move cursor right | ||
| H # move to top of screen | ||
| M # move to middle of screen | ||
| L # move to bottom of screen | ||
| w # jump forwards to the start of a word | ||
| W # jump forwards to the start of a word (words can contain punctuation) | ||
| e # jump forwards to the end of a word | ||
| E # jump forwards to the end of a word (words can contain punctuation) | ||
| b # jump backwards to the start of a word | ||
| B # jump backwards to the start of a word (words can contain punctuation) | ||
| 0 # jump to the start of the line | ||
| ^ # jump to the first non-blank character of the line | ||
| $ # jump to the end of the line | ||
| g_ # jump to the last non-blank character of the line | ||
| gg # go to the first line of the document | ||
| G # go to the last line of the document | ||
| 5G # go to line 5 | ||
| fx # jump to next occurrence of character x | ||
| tx # jump to before next occurrence of character x | ||
| } # jump to next paragraph (or function/block, when editing code) | ||
| { # jump to previous paragraph (or function/block, when editing code) | ||
| zz # center cursor on screen | ||
| Ctrl + b # move back one full screen | ||
| Ctrl + f # move forward one full screen | ||
| Ctrl + d # move forward 1/2 a screen | ||
| Ctrl + u # move back 1/2 a screen | ||
| ``` | ||
| ## Insert mode - inserting/appending text | ||
| ```bash | ||
| i # insert before the cursor | ||
| I # insert at the beginning of the line | ||
| a # insert (append) after the cursor | ||
| A # insert (append) at the end of the line | ||
| o # append (open) a new line below the current line | ||
| O # append (open) a new line above the current line | ||
| ea # insert (append) at the end of the word | ||
| Esc # exit insert mode | ||
| ``` | ||
| ## Editing | ||
| ```bash | ||
| r # replace a single character | ||
| J # join line below to the current one | ||
| cc # change (replace) entire line | ||
| cw # change (replace) to the start of the next word | ||
| ce # change (replace) to the end of the next word | ||
| cb # change (replace) to the start of the previous word | ||
| c0 # change (replace) to the start of the line | ||
| c$ # change (replace) to the end of the line | ||
| s # delete character and substitute text | ||
| S # delete line and substitute text (same as cc) | ||
| xp # transpose two letters (delete and paste) | ||
| . # repeat last command | ||
| u # undo | ||
| Ctrl + r # redo | ||
| ``` | ||
| ## Marking text (visual mode) | ||
| ```bash | ||
| v # start visual mode, mark lines, then do a command (like y-yank) | ||
| V # start linewise visual mode | ||
| o # move to other end of marked area | ||
| O # move to other corner of block | ||
| aw # mark a word | ||
| ab # a block with () | ||
| aB # a block with {} | ||
| ib # inner block with () | ||
| iB # inner block with {} | ||
| Esc # exit visual mode | ||
| Ctrl + v # start visual block mode | ||
| ``` | ||
| ## Visual commands | ||
| ```bash | ||
| > # shift text right | ||
| < # shift text left | ||
| y # yank (copy) marked text | ||
| d # delete marked text | ||
| ~ # switch case | ||
| ``` | ||
| ## Cut and paste | ||
| ```bash | ||
| yy # yank (copy) a line | ||
| 2yy # yank (copy) 2 lines | ||
| yw # yank (copy) the characters of the word from the cursor position to the start of the next word | ||
| y$ # yank (copy) to end of line | ||
| p # put (paste) the clipboard after cursor | ||
| P # put (paste) before cursor | ||
| dd # delete (cut) a line | ||
| 2dd # delete (cut) 2 lines | ||
| dw # delete (cut) the characters of the word from the cursor position to the start of the next word | ||
| D # delete (cut) to the end of the line | ||
| d$ # delete (cut) to the end of the line | ||
| d^ # delete (cut) to the first non-blank character of the line | ||
| d0 # delete (cut) to the begining of the line | ||
| x # delete (cut) character | ||
| ``` | ||
| ## Search and replace | ||
| ```bash | ||
| /pattern # search for pattern | ||
| ?pattern # search backward for pattern | ||
| \vpattern # 'very magic' pattern: non-alphanumeric characters are interpreted as special regex symbols (no escaping needed) | ||
| n # repeat search in same direction | ||
| N # repeat search in opposite direction | ||
| :%s/old/new/g # replace all old with new throughout file | ||
| :%s/old/new/gc # replace all old with new throughout file with confirmations | ||
| :noh # remove highlighting of search matches | ||
| ``` | ||
| ## Search in multiple files | ||
| ```bash | ||
| :vimgrep /pattern/ {file} # search for pattern in multiple files | ||
| :cn # jump to the next match | ||
| :cp # jump to the previous match | ||
| :copen # open a window containing the list of matches | ||
| ``` | ||
| ## Exiting | ||
| ```bash | ||
| :w # write (save) the file, but don't exit | ||
| :w !sudo tee % # write out the current file using sudo | ||
| :wq or :x or ZZ # write (save) and quit | ||
| :q # quit (fails if there are unsaved changes) | ||
| :q! or ZQ # quit and throw away unsaved changes | ||
| ``` | ||
| ## Working with multiple files | ||
| ```bash | ||
| :e file # edit a file in a new buffer | ||
| :bnext or :bn # go to the next buffer | ||
| :bprev or :bp # go to the previous buffer | ||
| :bd # delete a buffer (close a file) | ||
| :ls # list all open buffers | ||
| :sp file # open a file in a new buffer and split window | ||
| :vsp file # open a file in a new buffer and vertically split window | ||
| Ctrl + ws # split window | ||
| Ctrl + ww # switch windows | ||
| Ctrl + wq # quit a window | ||
| Ctrl + wv # split window vertically | ||
| Ctrl + wh # move cursor to the left window (vertical split) | ||
| Ctrl + wl # move cursor to the right window (vertical split) | ||
| Ctrl + wj # move cursor to the window below (horizontal split) | ||
| Ctrl + wk # move cursor to the window above (horizontal split) | ||
| ``` | ||
| ## Tabs | ||
| ```bash | ||
| :tabnew or :tabnew file # open a file in a new tab | ||
| Ctrl + wT # move the current split window into its own tab | ||
| gt or :tabnext or :tabn # move to the next tab | ||
| gT or :tabprev or :tabp # move to the previous tab | ||
| <number>gt # move to tab <number> | ||
| :tabmove <number> # move current tab to the <number>th position (indexed from 0) | ||
| :tabclose or :tabc # close the current tab and all its windows | ||
| :tabonly or :tabo # close all tabs except for the current one | ||
| :tabdo command # run the command on all tabs (e.g. :tabdo q - closes all opened tabs) | ||
| ``` |
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| 🚀 #*Prepare for Google Summer of Code* | ||
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| 📌 ##Before even thinking about applying to GSoC you | ||
| should be using atleast some open source software and | ||
| must have interest in some sub-field (Machine/Deep learning, | ||
| Artificial Intelligence, etc.) of computer science. You must start preparation before 2-3 months of official GSoC start date. | ||
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| 📌## Head over to previous year’s GSoC Archives (These projects are most likely to come again) and search for the project/organization you would like to contribute to according to your interest. | ||
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| 📌## Use the software as normal user is supposed to and enumerate each and every way of using it. | ||
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| 📌## Align your learning of tech stack and knowledge as required for that project or preferably choose the one that aligns with yours. | ||
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| 📌## Head over to that project’s source code repository, setup the Dev-environment, read the docs and other relevant terial extensively. | ||
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| 📌## Get totally familiar with source code(will be intimidating at first but can get really easy if you do second step thoroughly). | ||
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| 📌## Contact the project lead/Community on given communication channel, ask them doubts, bugs to fix, feature enhancements etc. | ||
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| 📌## Ask them to assign any task to you and Start Contributing. |
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| - [[email protected]](http://course.fast.ai/start.html) | ||
| - [Deep Learning Specialization](https://www.coursera.org/specializations/deep-learning) | ||
| - [Machine Learning Andrew Ng](https://www.coursera.org/learn/machine-learning) | ||
| - [Advanced ML Specialization](https://www.coursera.org/specializations/aml) | ||
| - [Introduction to Machine Learning](https://www.udacity.com/course/intro-to-machine-learning--ud120) | ||
| - [Reinforcement Learning](https://www.udacity.com/course/reinforcement-learning--ud600) | ||
| - [Machine Learning A-Z](https://www.udemy.com/course/machinelearning/) | ||
| - [Deep Learning A-Z](https://www.udemy.com/course/deeplearning/) | ||
| - [Data Science A-Z](https://www.udemy.com/course/datascience/) | ||
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| # 3. **DataSets** | ||
| ***Beginners*** | ||
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