Table of Contents
- Best Programming Books for Python
- Best Online Courses for Learning Python
3.1 Fundamentals Courses
3.3 Data Science/Machine Learning Courses
3.4 Web Development Courses
- Best Python Project Tutorials
4.1 Full Project Tutorials
4.1 Projects with Source Code
- Python Communities and Social Media Hubs
- Best Websites for Python Coding Exercises
- Other Top Miscellaneous Python Articles
5.1 Python Applications
5.2 Python Career Resources
Living in the day and age of the internet, we're able to access an abundance of resources that we never could have before with a touch of a button and a swipe on the screen. Students are uniquely poised to take advantage of it, either to supplement the education they recieve in their schools and universities or simply to pursue their curiosities and passions.
For students and new graduates (of course not just limited to them), particularly those aiming to be in the technical field, there are tons of free resources available out there– ranging from books to online courses and walkthroughs to social media chains and networking spaces.
While there are many resources out there, it's often difficult to navigate through them all and choose the ones that might support your needs the best. Fear not, for all you computer science majors, engineering students, exploring graduates or anyone else, that is what this article will help you do.
Since we can't cover every facet of programming, we'll focus on the best resources to learn and explore one of our favorite programming languages, Python. And another thing, all the resources below are absolutely free.
The Best Programming Books for Python
- A Byte of Python, by Swaroop C H
A full guide to Python language for all beginners. From the website itself, "if all you know about computers is how to save text files, then this is the book for you."
As a "desert island" Python book, each chapters shows you a treasure of code, breaks it down, and the connects it all together.
- Learn Python the Hard Way by Zed A. Shaw
Explore Python the hard way, which is through cleverly crafted exercies and problems. Then understand the solution and its implications.
- Automate the Boring Stuff with Python by Al Sweigart
A less intense and more real-time approach to Python – this book teaches you how to automate all those tedious, time-consuming things that you manually do on your computer.
- Python for Informatics: Exploring Information by Charles Severance
Diving into data exploration, this book introduces Python programming through analytical and computational thinking.
- How To Think Like A Computer Scientist: Learning With Python by Allen B. Downy, Jeff Elkner and Chris Meyers
Another great beginner's guide to Python that starts from values and variables and ends with data structures and algorithms.
The Best Way to Learn Python Online (all free to enroll in!)
- Python for Everybody in Coursera offered by the University of Michigan
- Introduction To Python Programming trusted by more than 350,000 students on Udemy
- Introduction to Computer Science and Programming in Python by three fantastic MIT professors
- freeCodeCamp has one of the most popular courses on Python, check out Learn Python here below.
- Python Data Structures offered by University of Michigan
Data Science/Machine Learning Courses:
- Machine Learning with Python: A Practical Introduction offered by IBM
- Python for Data Science and AI offered by IBM pt.2
- Python Data Visualization offered by Rice University
Web Development Courses:
- Conducted by freeCodeCamp, Python Django Web Framework — Full Course for Beginners:
- Try Django 1.11 // Python Web Development – A Popular Udemy Class
If you feel comfortable enough with these technical concepts and tutorials and ready to put your skills to use, check out some of the 10+ guided project walkthroughs on The Codex and start building something of your own.
The Best Python Project Tutorials & Walkthroughs
Full Project Tutorials:
- Python Projects - Programmer Books by Laura Cassell and Alan Gauld is a great written resource for those who want to learn the tricks and tools to start building projects.
- Invent with Python by Al Sweigart (the one from Automating Boring Stuff above) is similar for those ready to start creating something tangible: games in Python.
- Machine Learning Projects in Python by Brian Boucheron Lisa Tagliaferri is a structured approach to setting up a Python Learning environment in AI/ML.
Project Tutorials with Source Code:
- 15+ practical Python projects for beginners by Gareth Dwyer
- A huge variety of practical projects with solutions that anyone can be solved in Python and any programming language, compiled with source code on Github.
The Best Python Exercises Online
Some great websites for Python and other programming exercises to work through:
The Best Python Communities and Social Media Hubs
Worldwide Communities to Join:
(organizations for female college students and graduates aspiring to be in the technical/engineering field)
Girls Who Code is on a mission to close the gender gap in technology and to change the image of what a programmer looks like and does.
- Girls Who Code Mission
Subreddits (pretty great way to find likeminded people and great insights!):
- r/Python – literally eveyrthing and anything about Python.
- r/learnpython – more oriented to learning and the educational side of Python.
- r/pythoncoding – for Python developers to share articles and discuss things relevant to Python
- r/dailyprogrammer – daily challenges to learn, refresh skills, or just for fun.
- r/csMajors – everything about studying compupter science.
- r/cscareerquestions – Q&A for the computer science professional industry.
- r/internships – navigating co-ops and internships, many deal with tech/SWE roles.
For college students/ new graduates that want to branch out and integrate into a community to talk to, share resources, and learn from:
(not necessarily limited to computer science)
- Ladder.to – the professional community platform for the next generation, for consulting to product management to tech.
- Intern.club – The place to meet other interns, build your network, and make friends.
If you're currently trying to land a tech internship or starting to prep for one, check out this comprehensive guide here. Along with the best resources to prepare, find out how to approach the interview, customize your progress, and personalize your goals to get it.
The Best Python Article Picks
- What is Python Used for? (contributed by several helpful Stack Overflow community members)
Python Career Resources
- The Post-Graduation Blues: 10 Tips for the Recent Computer Science Grad
- Practical Business Python – Taking care of business, one python script at a time
- How to create a perfect Python Resume – Let your resume speak!
If you want to stay engaged with the technical world in a way that's just as enjoyable as educational, check out this article to check out some great reading blogs, podcasts, social media handles, and news publications for programmers.
The natural progression to be complete programmer goes as follows: acquiring foundational knowledge, building technical expertise, and establishing credibility.
In the world we currently we live in, it's not hard to start on any of these steps. If your goal is to become a better progammer or simply begin your attempt to, check out some of these resources above. Instead, if you feel ready to move on from guides and tutorials, you can start taking those skills to create technical projects of your own here.
Not only are the books, online courses, websites, and some of the articles comprehensive and well-written, they're also free to go through. Once you start learning, you can join some of the numerous communities above and support your growth and others.
Hi– thanks for reading!
At The Codex, we want students to complement their foundational education of Python material with the building of practical, relevant, and functional projects. Visithttps://thecodex.me/ to actively mastering your Python skills in a fun and enjoyable way and make some great resume/portfolio additions :)