Learn Python - GR

ΕΙΣΑΓΩΓΗ

Αγαπητέ επισκέπτη,

καλώς όρισες στη σελίδα εκμάθησης Python στα Ελληνικά.

Αρχικά η προσπάθεια ξεκίνησε με σκοπό τη δημιουργία μιας ατομικής συλλογής πληροφοριών, tutorials, παραδειγμάτων κτλ από διάφορα sites σχετικά με θέματα εκμάθησης Python. Από τα πρώτα βήματα μέχρι και τα πιο προχωρημένα. Όσο όμως περνούσε ο καιρός και το υλικό γινόταν όλο και περισσότερο -και πιο ενδιαφέρον- θεώρησα σωστό ότι θα ήταν καλό να μην μένει για "προσωπική χρήση" αλλά να μοιράζεται σε οποιονδήποτε εκεί έξω έχει όρεξη και μεράκι να ασχοληθεί με αυτή την υπέροχη ομολογουμένως γλώσσα προγραμματισμού. Υπάρχουν βέβαια πολλά που πρέπει να γίνουν ακόμα στην παρακάτω συλλογή και το επόμενο διάστημα θα υπάρχουν συνεχείς αλλαγές. Κάποιες φορές σε τακτά διαστήματα, κάποιες φορές πιο σπάνια. Κάθε πρόταση για βελτίωση είναι ευπρόσδεκτη.

Καλή μάθηση!

Μ Α Θ Η Μ Α Τ Α - Α Σ Κ Η Σ Ε Ι Σ - Ε Ρ Γ Α Λ Ε Ι Α

FIRST THINGS FIRST

PYTHON INSTALLATION

How To Install Python on Windows 10 and 11 | Tom's Hardware - https://www.tomshardware.com/how-to/install-python-on-windows-10-and-11 or HERE

ABOUT GITHUB

Git and GitHub - The Complete Guides - https://dev.to/ifierygod/git-and-github-the-complete-guides-chapter-1-23cp
How to Write Better Git Commit Messages – A Step-By-Step Guide - https://www.freecodecamp.org/news/how-to-write-better-git-commit-messages/

SITES & TUTORIALS

https://docs.python.org/3/tutorial/
https://www.guru99.com/python-tutorials.html
https://realpython.com/ (needs to be member)
Build your programming skills with these e-courses, from Python to SwiftUI: https://amp.cnn.com/cnn/2020/12/23/cnn-underscored/learn-to-code-bundle-review/index.html
The Python Handbook: https://www.freecodecamp.org/news/the-python-handbook/ or HERE
A Full-Length Machine Learning Course in Python for Free: https://towardsdatascience.com/a-full-length-machine-learning-course-in-python-for-free-f2732954f35f
Here's how you can master Python, one of the most popular coding languages | ZDNet: https://www.zdnet.com/article/heres-how-you-can-master-python-one-of-the-most-popular-coding-languages/
Learn to Code Python Free With These Courses and Apps - https://www.makeuseof.com/learn-to-code-python/
GitHub - MatthewTamYT/LearnPython: Everything you need to know about learning Python is here. This is a catalog that teaches you how to code in Python. In fact, everything you need to know from beginner to intermediate is here. Even experts could learn... - https://github.com/MatthewTamYT/LearnPython

ΑΡΘΡΑ

TYPES

LOOPS

Understand Loops in Python with One Article: https://towardsdatascience.com/understand-loops-in-python-with-one-article-bace2ddba789 or HERE
Python Do While – Loop Example - https://www.freecodecamp.org/news/python-do-while-loop-example/ or HERE
Python For Loop – Example and Tutorial - https://www.freecodecamp.org/news/python-for-loop-example-and-tutorial/ or HERE
How to Use Built-in Looping Functions in Python - https://www.freecodecamp.org/news/python-looping-functions/ or HERE

IF ... THEN ... ELSE

Python Operator – Logical Operators in Python - https://www.freecodecamp.org/news/operators-in-python-how-to-use-logical-operators-in-python/ or HERE
Else-If in Python – Python If Statement Example Syntax - https://www.freecodecamp.org/news/else-if-in-python-python-if-statement-example-syntax/ or HERE

STRINGS

Python Strings Masterclass 101 | Introduction to Strings: https://www.analyticsvidhya.com/blog/2021/05/python-strings-masterclass-101-introduction-to-strings-in-python-for-absolute-beginners/ or HERE
Python String Methods Tutorial – How to Use find() and replace() on Python Strings - https://www.freecodecamp.org/news/python-string-methods-tutorial-how-to-use-find-and-replace-on-python-strings/ or HERE
15 Must-Know Python String Methods | by Soner Yıldırım | Sep, 2021 | Towards Data Science - https://towardsdatascience.com/15-must-know-python-string-methods-64a4f554941b or HERE
How to Format a String in Python - https://www.freecodecamp.org/news/how-to-format-a-string-in-python/ (useful cheat sheet, examples) or HERE
Python String split() and join() Methods – Explained with Examples - https://www.freecodecamp.org/news/python-string-split-and-join-methods-explained-with-examples/ or HERE
Python Reverse String – String Reversal in Python Explained with Examples - https://www.freecodecamp.org/news/python-reverse-string-string-reversal-in-python-explained-with-code-examples/ or HERE
Python Print Variable – How to Print a String and Variable - https://www.freecodecamp.org/news/python-print-variable-how-to-print-a-string-and-variable/ or HERE
Python strip() – How to Trim a String or Line - https://www.freecodecamp.org/news/python-strip-how-to-trim-a-string-or-line/ or HERE
Python String.Replace() – Function in Python for Substring Substitution - https://www.freecodecamp.org/news/python-string-replace-function-in-python-for-substring-substitution/ or HERE
Python String zfill() - ItsMyCode - https://itsmycode.com/python-string-zfill/ or HERE
How to Remove a Specific Character from a String in Python - https://www.freecodecamp.org/news/how-to-remove-a-specific-character-from-a-string-in-python/ or HERE
Python Compare Strings – How to Check for String Equality - https://www.freecodecamp.org/news/python-compare-strings-how-to-check-for-string-equality/ or HERE

FILES

3 Python Tricks to Read, Create, and Run Multiple Files Automatically: https://towardsdatascience.com/3-python-tricks-to-read-create-and-run-multiple-files-automatically-5221ebaad2ba or HERE
Python Parse JSON – How to Read a JSON File - https://www.freecodecamp.org/news/python-parse-json-how-to-read-a-json-file/ or HERE

FUNCTIONS

Python Functions – How to Define and Call a Function - https://www.freecodecamp.org/news/python-functions-define-and-call-a-function/ or HERE

LAMBDA FUNCTIONS

Lambda Functions in Python: A Beginner's Guide! - Analytics Vidhya: https://www.analyticsvidhya.com/blog/2021/06/anonymous-or-lambda-functions-in-python-a-beginners-guide/ or HERE
Lambda Functions with Practical Examples in Python | by Susan Maina | Jun, 2021 | Towards Data Science - https://towardsdatascience.com/lambda-functions-with-practical-examples-in-python-45934f3653a8 or HERE
Lambda Function in Python – Example Syntax - https://www.freecodecamp.org/news/lambda-function-in-python-example-syntax/ or HERE
Python for Beginners: How to Read Text from a File – The New Stack - https://thenewstack.io/python-for-beginners-how-to-read-text-from-a-file/

LISTS & TUPLES

Python NamedTuple Examples – How to Create and Work with NamedTuples - https://www.freecodecamp.org/news/python-namedtuple-examples-how-to-create-and-work-with-namedtuples/ or HERE
How Not to Use Python Lists. Understanding Mutable Objects in… | by Artemis Nika | Oct, 2021 | Towards Data Science - https://towardsdatascience.com/how-not-to-use-python-lists-d06cbe8e593 or HERE
List Comprehension in Python - https://www.freecodecamp.org/news/list-comprehension-in-python-with-code-examples/ or HERE
Python List insert() – How to Add to a List in Python - https://www.freecodecamp.org/news/python-list-insert-how-to-add-to-a-list-in-python/ or HERE
Python for Beginners: When and How to Use Tuples – The New Stack - https://thenewstack.io/python-for-beginners-when-and-how-to-use-tuples/ or HERE

ΔΙΑΦΟΡΑ

When and Why to Use := Over = in Python: https://towardsdatascience.com/when-and-why-to-use-over-in-python-b91168875453 or HERE
Top 12 Python Developer Skills You Must Need to Know: https://towardsdatascience.com/top-12-python-developer-skills-you-must-need-to-know-9e2b6c7fc6c
Methods in Python – A Key Concept of Object Oriented Programming: https://www.analyticsvidhya.com/blog/2020/11/basic-concepts-object-oriented-programming-types-methods-python/
Three Functions to Know in Python: https://towardsdatascience.com/three-functions-to-know-in-python-4f2d27a4d05
Learn Python by coding a simple game: https://opensource.com/article/20/12/learn-python
10 Surprisingly Useful Base Python Functions: https://towardsdatascience.com/10-surprisingly-useful-base-python-functions-822d86972a23
Functional Programming in Python: When and How to Use It – Real Python: https://realpython.com/python-functional-programming/
Python in Visual Studio Code – January 2021 Release | Python: https://devblogs.microsoft.com/python/python-in-visual-studio-code-january-2021-release/
Understanding Feature Importance and How to Implement it in Python: https://towardsdatascience.com/understanding-feature-importance-and-how-to-implement-it-in-python-ff0287b20285
11 Python Built-in Functions You Should Know: https://towardsdatascience.com/11-python-built-in-functions-you-should-know-877a2c2139db
Python most powerful functions: map(), filter(), and reduce() in 5 minutes - https://www.analyticsvidhya.com/blog/2021/07/python-most-powerful-functions-map-filter-and-reduce-in-5-minutes/
How to Boost Pandas Functions with Python Dictionaries | by Soner Yıldırım | Mar, 2021 | Towards Data Science: https://towardsdatascience.com/how-to-boost-pandas-functions-with-python-dictionaries-35da25e250d7
Pyton Data Structures: Comparisons and Operations: https://www.analyticsvidhya.com/blog/2021/03/popular-python-data-structures-comparison-operations/ or HERE
What's New in Python 3.10? | Towards Data Science: https://towardsdatascience.com/whats-new-in-python-3-10-a757c6c69342
Python If Else Statement – Conditional Statements Explained - https://www.freecodecamp.org/news/python-if-else-statement-conditional-statements-explained/
Functions in Python – Explained with Code Examples - https://www.freecodecamp.org/news/functions-in-python-a-beginners-guide/
Python any() and all() Functions – Explained with Examples - https://www.freecodecamp.org/news/python-any-and-all-functions-explained-with-examples/ or HERE
Create Executable from Python Script using Pyinstaller - https://datatofish.com/executable-pyinstaller/ or HERE
How to Automate Things Using Python - https://www.freecodecamp.org/news/how-to-automate-things-using-python/
Top 10 Advance Python Concepts That You Must Know - GeeksforGeeks - https://www.geeksforgeeks.org/top-10-advance-python-concepts-that-you-must-know/
Getting Started With Python on Hardware - Make: - https://makezine.com/2021/09/21/getting-started-with-python-on-hardware/
Python Try and Except Statements – How to Handle Exceptions in Python - https://www.freecodecamp.org/news/python-try-and-except-statements-how-to-handle-exceptions-in-python/
Python Enumerate – Python Enum For Loop Index Example - https://www.freecodecamp.org/news/python-enumerate-python-enum-for-loop-index-example/
Python range() Function – Explained with Code Examples - https://www.freecodecamp.org/news/python-range-function-explained-with-code-examples/
Introduction to Data structures and Algorithms in Python - DEV Community - https://dev.to/luxacademy/data-structures-and-algorithms-in-python-2i88
12 Of My Favorite Python Practices For Better Functions | by Emmett Boudreau | Sep, 2021 | Towards Data Science - https://towardsdatascience.com/12-of-my-favorite-python-practices-for-better-functions-7a21d18cfb38
How to Generate Automated PDF Documents with Python | by M Khorasani | Sep, 2021 | Towards Data Science - https://towardsdatascience.com/how-to-generate-automated-pdf-documents-with-python-55981f4d9e3
Stop Hardcoding Sensitive Data in Your Python Applications | by Ahmed Besbes | Sep, 2021 | Towards Data Science - https://towardsdatascience.com/stop-hardcoding-sensitive-data-in-your-python-applications-86eb2a96bec3
Understanding Python imports, init.py and pythonpath — once and for all | by Dr. Varshita Sher | Oct, 2021 | Towards Data Science - https://towardsdatascience.com/understanding-python-imports-init-py-and-pythonpath-once-and-for-all-4c5249ab6355
6 New Awesome Features in Python 3.10 | by Sara A. Metwalli | Oct, 2021 | Towards Data Science - https://towardsdatascience.com/6-new-awesome-features-in-python-3-10-a0598e87689f
Creating Python Virtual Environment with Pip - DEV Community - https://dev.to/jkariukidev/creating-python-virtual-environment-with-pip-2a4p
Context Managers; The Best Managers for Python Developers | by Simon Hawe | Nov, 2021 | Towards Data Science - https://towardsdatascience.com/context-managers-the-best-managers-for-python-developers-a5809fb7e428
10 Python Code Snippets For Everyday Programming Problems - GeeksforGeeks - https://www.geeksforgeeks.org/10-python-code-snippets-for-everyday-programming-problems/
How to build and run your Python scripts in a web browser • The Register - https://www.theregister.com/2021/11/30/python_web_wasm/
Python Code Best Practices - DEV Community - https://dollardhingra.com/blog/python-code-best-practices/
How to Merge Dictionaries in Python - https://www.freecodecamp.org/news/merge-dictionaries-in-python/
5 Most Useful Scripts in Python — 1 | by Harendra Verma | Nov, 2021 | Python in Plain English - https://python.plainenglish.io/5-most-useful-scripts-in-python-e54d70bd00d7
10 Tools Python Programmers Can Learn in 2022 - DEV Community - https://dev.to/javinpaul/10-tools-python-programmers-can-learn-in-2022-49ll
Write Clean Python Code Using Pipes - KDnuggets - https://www.kdnuggets.com/2021/12/write-clean-python-code-pipes.html
Python Requests – How to Interact with Web Services using Python - https://www.freecodecamp.org/news/how-to-interact-with-web-services-using-python/
Top 10 Python Tools Every Programmer Should Learn in 2022 - https://www.analyticsinsight.net/top-10-python-tools-every-programmer-should-learn-in-2022/
5 More Useful Scripts in Python — 3 | by Harendra Verma | Dec, 2021 | Python in Plain English - https://python.plainenglish.io/5-more-useful-scripts-in-python-3-d4c74037e909
Top 10 Python Tools Programmers Should Know In 2022 - https://www.analyticsinsight.net/top-10-python-tools-programmers-should-know-in-2022/
Why are More Developers Using Python for Their Machine Learning Projects? - KDnuggets - https://www.kdnuggets.com/2022/01/developers-python-machine-learning-projects.html
Interning in CPython - Blog | luminousmen - https://luminousmen.com/post/interning-in-cpython
Object-Oriented Programming in Python - https://www.freecodecamp.org/news/object-oriented-programming-in-python/
Draw the Mandelbrot Set in Python – Real Python - https://realpython.com/mandelbrot-set-python/
4 keys to writing modern Python in 2022 | InfoWorld - https://www.infoworld.com/article/3648061/4-keys-to-writing-modern-python-in-2022.html
10 Useful Tools for Python Developers - https://www.makeuseof.com/python-developer-tools/
List Index Out of Range – Python Error Message Solved - https://www.freecodecamp.org/news/list-index-out-of-range-python-error-message-solved/
8.x Series — IPython 8.0.1 documentation - https://ipython.readthedocs.io/en/stable/whatsnew/version8.html or HERE
Python Parse JSON – How to Read a JSON File - https://www.freecodecamp.org/news/python-parse-json-how-to-read-a-json-file/ or HERE
Python Global Variables – How to Define a Global Variable Example - https://www.freecodecamp.org/news/python-global-variables-examples/ or HERE
Python for Beginners: The Range() Function – The New Stack - https://thenewstack.io/python-for-beginners-the-range-function/
Providing Multiple Constructors in Your Python Classes – Real Python - https://realpython.com/python-multiple-constructors/
Python If-Else – Python Conditional Syntax Example - https://www.freecodecamp.org/news/python-if-else-python-conditional-syntax-example/
Python for Beginners: Data Types – The New Stack - https://thenewstack.io/python-for-beginners-data-types/
Top 10 Python Programming Tips and Tricks Beginners to Follow - https://www.analyticsinsight.net/top-10-python-programming-tips-and-tricks-beginners-to-follow/
Top 5 Myths around Python Programming Language - https://www.analyticsinsight.net/top-5-myths-around-python-programming-language/
How to Run Python Functions in Parallel Using Ray API | by Konstantinos Patronas | Mar, 2022 | Better Programming - https://betterprogramming.pub/python-use-ray-to-run-functions-in-parallel-871f7a6678c4
Python Comment Block – How to Comment Out Code in Python - https://www.freecodecamp.org/news/python-comment-block-how-to-comment-out-code-in-python/
Right and Left Hand Detection Using Python - GeeksforGeeks - https://www.geeksforgeeks.org/right-and-left-hand-detection-using-python/
How to Write Unit Tests for Instance Methods in Python - https://www.freecodecamp.org/news/how-to-write-unit-tests-for-instance-methods-in-python/ or HERE
Top Algorithms for Competitive Programming Every Programmer Must Know in 2022 - https://www.analyticsinsight.net/top-algorithms-for-competitive-programming-every-programmer-must-know-in-2022/ or HERE
Python Sleep – time.sleep() in Python - https://www.freecodecamp.org/news/python-sleep-time-sleep-in-python/ or HERE
Python Attributes – Class and Instance Attribute Examples - https://www.freecodecamp.org/news/python-attributes-class-and-instance-attribute-examples/ or HERE

ONE-LINERS

18 Python one-liners that will speed up your coding process. - DEV Community - https://dev.to/yash_makan/18-python-one-liners-that-will-speed-up-your-coding-process-21md
11 Useful Python One-Liners You Must Know - https://www.makeuseof.com/useful-python-one-liners-you-must-know/
Python If-Else Statement in One Line - Ternary Operator Explained | Better Data Science - https://betterdatascience.com/python-if-else-one-line/

PROGRAMS IMPROVEMENTS

12 Python Tips and Tricks For Writing Better Code - Towards Data Science: https://towardsdatascience.com/12-python-tips-and-tricks-for-writing-better-code-b57e7eea580b or HERE
3 Tools to Track and Visualize the Execution of your Python Code | by Khuyen Tran | Apr, 2021 | Towards Data Science: https://towardsdatascience.com/3-tools-to-track-and-visualize-the-execution-of-your-python-code-666a153e435e
Measuring memory usage in Python: it’s tricky! - https://pythonspeed.com/articles/measuring-memory-python/ or HERE
Do Not Use Print For Debugging In Python Anymore | by Christopher Tao | Jun, 2021 | Towards Data Science - https://towardsdatascience.com/do-not-use-print-for-debugging-in-python-anymore-6767b6f1866d or HERE
Python Memory Management | What is Python Memory Management: https://www.analyticsvidhya.com/blog/2021/04/an-overview-of-python-memory-management/ or HERE
3 Chaotic Python Features To Avoid | by Yong Cui | Jul, 2021 | Better Programming - https://betterprogramming.pub/3-chaotic-python-features-to-avoid-9c609908bc13
Python Code Performance Measurement – Measure the right metric to optimize better!: https://www.analyticsvidhya.com/blog/2021/01/python-code-performance-measurement-measure-the-right-metric-to-optimize-better/
Make Your Python Program Bug-Free: 8 Essential Tips | by Yang Zhou | TechToFreedom | Aug, 2021 | Medium - https://medium.com/techtofreedom/make-your-python-program-bug-free-8-essential-tips-1700bceb5b8
How to Track the Progress of Parallel Tasks In Python with TQDM | by Ahmed Besbes | Sep, 2021 | Towards Data Science - https://towardsdatascience.com/how-to-track-the-progress-of-parallel-tasks-in-python-with-tqdm-6d93339f03fe
3 Tools to Track and Visualize the Execution of Your Python Code - KDnuggets - https://towardsdatascience.com/3-tools-to-track-and-visualize-the-execution-of-your-python-code-666a153e435e
So Much More Python for Beginners: Functions – The New Stack - https://thenewstack.io/so-much-more-python-for-beginners-functions/
Python in Visual Studio Code – February 2022 Release - Python - https://devblogs.microsoft.com/python/python-in-visual-studio-code-february-2022-release/
Faster Python made easier with Cython’s pure Python mode | InfoWorld - https://www.infoworld.com/article/3648539/faster-python-made-easier-with-cythons-pure-python-mode.html
The fastest way to read a CSV in Pandas - https://pythonspeed.com/articles/pandas-read-csv-fast/

OPENCV

Open Source Computer Vision - https://docs.opencv.org/master/index.html
An Introduction to Computer Vision With OpenCV - https://www.analyticsvidhya.com/blog/2021/07/an-introduction-to-computer-vision-with-opencv/ or HERE
Computer Vision With OpenCV And Python | What is OpenCV for CV? - https://www.analyticsvidhya.com/blog/2021/07/performing-computer-vision-task-with-opencv-and-python/ or localy HERE
Some Advanced OpenCV Operations For Your Computer vision Project! - https://www.analyticsvidhya.com/blog/2021/07/some-advanced-opencv-operations-for-your-computer-vision-project/ or HERE
Some Advanced OpenCV Functions For Your Computer Vision Projects-Continued - https://www.analyticsvidhya.com/blog/2021/07/some-advanced-opencv-functions-for-your-computer-vision-projects/ or HERE
Multi-Attribute and Graph-based Object Detection–LearnOpenCV - https://learnopencv.com/multi-attribute-and-graph-based-object-detection/ or HERE
Number Plate Detection with OpenCV and Python | Don't Repeat Yourself - https://dontrepeatyourself.org/post/number-plate-detection-with-opencv-and-python/

MACHINE LEARNING etc

Programming language Python is a big hit for machine learning. But now it needs to change: https://www.zdnet.com/google-amp/article/programming-language-python-is-a-big-hit-for-machine-learning-but-now-it-needs-to-change/ or ΗΕΡΕ
Top 7 Python NLP Libraries and Their Applications in 2021 - https://www.analyticsinsight.net/top-7-python-nlp-libraries-and-their-applications-in-2021/ or HERE
Tree Based Algorithms: A Complete Tutorial from Scratch (in R & Python) - https://www.analyticsvidhya.com/blog/2016/04/tree-based-algorithms-complete-tutorial-scratch-in-python/#one or HERE
Why Is Python Popular for Data Science? - https://www.makeuseof.com/why-is-python-popular-for-data-science/ or HERE
NLP Tutorials Part -I from Basics to Advance - Analytics Vidhya - https://www.analyticsvidhya.com/blog/2022/01/nlp-tutorials-part-i-from-basics-to-advance/ or HERE
Top 10 Python Libraries Data Scientists Should Know in 2022 - https://www.analyticsinsight.net/top-10-python-libraries-data-scientists-should-know-in-2022/ or HERE
Machine Learning (ML) - Complete Guide - https://www.jcchouinard.com/machine-learning/ or HERE

ΙΔΕΕΣ - PROJECTS

Learn Python by Building 12 Projects in This 3-Hour Course: https://www.freecodecamp.org/news/learn-how-to-build-12-python-projects-in-one-course/amp/
Test your Python skills with these 10 projects: https://thenextweb.com/syndication/2020/09/30/test-your-python-skills-with-these-10-projects/amp/
3 Useful Projects to learn Python Classes: https://towardsdatascience.com/3-useful-projects-to-learn-python-classes-cf0076c36297
3 Interesting Python Projects With Code for Beginners! - Analytics Vidhya - https://www.analyticsvidhya.com/blog/2021/07/3-interesting-python-projects-with-code-for-beginners/
6 Python Projects You Can Finish in a Weekend | by Frank Andrade | Jun, 2021 | Towards Data Science: https://towardsdatascience.com/6-python-projects-you-can-finish-in-a-weekend-f53552279cc
5 Python projects for absolute beginners to learn programming | TechGig - https://content.techgig.com/5-python-projects-for-absolute-beginners-to-learn-programming/articleshow/84584452.cms
What is Pseudocode? How to Use Pseudocode to Solve Coding Problems - https://www.freecodecamp.org/news/what-is-pseudocode-in-programming/
12 Unique Python Project Ideas for Your Resume | by Abhay Parashar | Jul, 2021 | Better Programming - https://betterprogramming.pub/3-chaotic-python-features-to-avoid-9c609908bc13
25 Python Projects for Beginners – Easy Ideas to Get Started Coding Python - https://www.freecodecamp.org/news/python-projects-for-beginners/
Know Top Python Projects Every Developer Should Try in 2021 - https://www.analyticsinsight.net/know-top-python-projects-every-developer-should-try-in-2021/
3 Python Projects That Will Help Automate Your Life | by Frank Andrade | Nov, 2021 | Towards Data Science - https://towardsdatascience.com/3-python-projects-that-will-help-automate-your-life-b6d48a4c1fa2
Python Project – How to Build Tony Stark's JARVIS with Python - https://www.freecodecamp.org/news/python-project-how-to-build-your-own-jarvis-using-python/
Top 5 Python Projects for Beginners to Look Out for in 2022 - https://www.analyticsinsight.net/top-5-python-projects-for-beginners-to-look-out-for-in-2022/ or HERE
Top 10 Easy Python Projects that Beginners Should Try in 2022 - https://www.analyticsinsight.net/top-10-easy-python-projects-that-beginners-should-try-in-2022/
Python Project Ideas to Improve Your Résumé - https://www.freecodecamp.org/news/python-project-ideas-to-improve-your-resume/
Top 10 Easy Python Projects that Beginners Should Try in 2022 - https://www.analyticsinsight.net/top-10-easy-python-projects-that-beginners-should-try-in-2022/ or HERE

ΓΕΝΙΚΑ ΑΡΘΡΑ

So you wanna Data Science?. A guide for newbies interesting in…: https://towardsdatascience.com/so-you-wanna-data-science-eb9bd4b048b8
Programming VS Coding VS Development – What's the Difference? - https://www.freecodecamp.org/news/programming-coding-developement-whats-the-difference/
5 Preferred programming languages for game development | TechGig - https://content.techgig.com/5-preferred-programming-languages-for-game-development/articleshow/84677550.cms
Top 8 Programming Languages For Game Developers - https://analyticsindiamag.com/top-8-programming-languages-for-game-developers/
Programming, Math, and Statistics You Need to Know for Data Science and Machine Learning - https://www.freecodecamp.org/news/first-steps-to-learn-data-science-or-ml-after-the-roadmap/
What's The Difference Between AI And Computer vision? - https://www.analyticsinsight.net/whats-the-difference-between-ai-and-computer-vision/
What makes languages "fast" or "slow"? - DEV Community - https://dev.to/vibalijoshi/what-makes-languages-fast-or-slow-3l44 or HERE
Android bluetooth list paired devices example - javatpoint - https://www.javatpoint.com/android-bluetooth-list-paired-devices-example
Functional vs object-oriented programming | CircleCI - https://circleci.com/blog/functional-vs-object-oriented-programming/
Object-oriented Programming vs. Functional Programming: Which Is Better? | Hacker Noon - https://hackernoon.com/object-oriented-programming-vs-functional-programming-which-is-better
10 Different Programming Languages to Use in Robotic Projects - https://www.analyticsinsight.net/10-different-programming-languages-to-use-in-robotic-projects/
All the Math You Need to Know in Artificial Intelligence - https://www.freecodecamp.org/news/all-the-math-you-need-in-artificial-intelligence/
TensorFlow for Computer Vision — How to Implement Convolutions From Scratch in Python | by Dario Radečić | Nov, 2021 | Towards Data Science - https://towardsdatascience.com/tensorflow-for-computer-vision-how-to-implement-convolutions-from-scratch-in-python-609158c24f82
C vs. Python: The Key Differences - https://www.makeuseof.com/c-python-core-differences/
JSON for Beginners – JavaScript Object Notation Explained in Plain English - https://www.freecodecamp.org/news/what-is-json-a-json-file-example/
The complete beginners guide to dynamic programming - Stack Overflow Blog - https://stackoverflow.blog/2022/01/31/the-complete-beginners-guide-to-dynamic-programming/
3 Advanced Data Structures Every Programmer Should Know - https://www.makeuseof.com/advanced-data-structures-every-programmer-should-know/
Primary Interest in Artificial Intelligence: Analytics Insight Survey 2022 - https://www.analyticsinsight.net/primary-interest-in-artificial-intelligence-analytics-insight-survey-2022/
Why deep-learning methods confidently recognize images that are nonsense - https://techxplore.com/news/2021-12-deep-learning-methods-confidently-images-nonsense.html
Top Ten Technologies That Will Outperform AI/ML in 2022 - https://www.analyticsinsight.net/top-ten-technologies-that-will-outperform-ai-ml-in-2022/
The 6 Best Visual Studio Code Themes to Start Into 2022 | by Marvin Wendt | Dec, 2021 | Better Programming - https://betterprogramming.pub/the-6-best-visual-studio-code-themes-to-start-into-2022-1b1c7b8b60dc
Best Programming Languages For Games - https://careerkarma.com/blog/best-programming-languages-for-games/
What is Debugging? How to Debug Your Code for Beginners - https://www.freecodecamp.org/news/what-is-debugging-how-to-debug-code/
Rubber Duck Debugging - https://www.freecodecamp.org/news/rubber-duck-debugging/ or HERE

ΑΛΛΕΣ ΓΛΩΣΣΕΣ ΠΡΟΓΡΑΜΜΑΤΙΣΜΟΥ

C/C++

The 10 Core Differences Between C and C++ - https://www.makeuseof.com/differences-between-c-c-plus-plus/
C++ Programming: Arena Allocation - DEV Community - https://dev.to/aboss123/advanced-c-arena-allocation-3580
Beautiful C++ - https://cppcast.com/beautiful-cpp-book/
How to Learn the C++ Programming Language - https://www.freecodecamp.org/news/how-to-learn-the-c-programming-language/ or HERE
Microsoft Visual Studio 2022 and Floating-point to Integer Conversions - C++ Team Blog - https://devblogs.microsoft.com/cppblog/microsoft-visual-studio-2022-and-floating-point-to-integer-conversions/

ΒΟΗΘΗΤΙΚΑ - ΧΡΗΣΙΜΑ ΠΑΚΕΤΑ (γίνονται εγκατάσταση από Command Prompt)

pylint - Εργαλείο εύρεσης λαθών σε προγράμματα Python
- https://pypi.org/project/pylint/
- https://github.com/PyCQA/pylint/
```
pip install pylint
```
Jupyterlab
```
  pip install jupyterlab
```

Repl.it - Online Python coding environment

  https://replit.com/ - Σύνδεση με τα στοιχεία του GitHub

pyinstaller - Δημιουργία εκτελέσιμου αρχείου (.exe) από Python script (.py)

  1. Εγκατάσταση: pip install pyinstaller

  2. Χρήση: [x:\ScriptLocationFolder]\pyinstaller --onefile [pythonScriptName].py

  * Περισσότερες πληροφορίες: https://datatofish.com/executable-pyinstaller/

prospector - Εργαλείο ελέγχου κώδικα

  1. pip install prospector
  
  2. Χρήση: [x:\ScriptLocationFolder]\prospector --strictness veryhigh --doc-warnings [pythonScriptName].py -> Κάνει ανάλυση του κώδικα του [pythonScriptName].py και εμφανίζει προτάσεις βελτίωσης αναγνωσιμότητάς του.

ΧΡΗΣΙΜΕΣ ΕΝΤΟΛΕΣ

Από Command Prompt:

pip list -> Εμφανίζει λίστα όλων των εγκατεστημένων πακέτων στην Python.
  
python -m tabnanny [pythonScriptName].py -> Ελέγχει αν υπάρχουν λάθος εσοχές στο [pythonScriptName].py

Από Python:

dir(μεταβλητή ή κλάση) -> Εμφανίζει όλες τις ιδιότητες (attributes) της μεταβλητής/κλάσης.

type(μεταβλητή) -> Εμφανίζει τον τύπο της μεταβλητής.

ΣΗΜΕΙΩΣΕΙΣ

***** ΠΡΟΒΛΗΜΑΤΑ *****

Για να ελέγξουμε αν αναγνωρίζονται τα μέλη κάποιων βιβλιοθηκών εκτελούμε το "check_if_import_cv2_works_fine.py". Αν το VCS εμφανίσει μήνυμα "Module 'XXX' has no 'yyyyyyyy' member" κάνουμε τα παρακάτω:

On VScode: CTRL + Shift + P
Choose "Preferences: Open Settings (JSON)"
Add this line into JSON file:
"python.linting.pylintArgs": ["--generate-members"]

Οι οδηγίες βρίσκονται εδώ: pylint-dev/pylint#2426

panosale / PythonLearningGR