Beginners guide for Python – 20 Plus best books, Websites, Courses list

How do you learn languages? By learning alphabets then syntax and later you apply grammar on it.That’s pretty much same with Python as well.

 I believe in this quote,’In order to learn something, first, you need to start it’. Here I have created Beginners guide for Python which will provide you everything you will need to get started with python.

This list includes courses, books (both digital and physical), and tools/utilities you can use to take your first step with the Python programming language. These resources are a combination of free and paid tutorials. Most of the paid lessons include a set of sample exercises you can use to get a taste of the quality of the content.

Whether you’re a seasoned code-slinger or this is the first time you’ve written a line of code, these resources will undoubtedly be helpful on your journey to Python mastery

This learning module is divided into following parts:

1. Learn From Books,

2. Learn from Tutorials,

3. Learn from MOOC’s,

4. Learn from Paid courses,

5. Learn from Youtube.

6. Learn From Applications.

Let’s start with books first.

1. Learn From Books:

Many said books are the greatest friends of human. Yes! that’s true. Even I have learned a lot of things from books by doing self-study. Books are also known as a treasure of knowledge. There are lot of books (thousands of) books has written on python. So, there will be a hell of confusion on which one has to follow. I’ve done some research and study and comes up with following lists:

A] Head First Python:

Well, your mind remembers more diagrams or pictures than text. It has been proven by a scientist. So, what if I tell you, these researchers practically used by the Headfirst team, then? … I wondered once, how can someone things convert that into books. You will find how theory has been explained by diagrams. Isn’t that great?

While this is an excellent resource, my biggest problem with this book is its sheer size. Coming in at a whopping 1,648 pages, this book does an excellent job of covering both Python 2.7 and Python 3; however, I recommend using this book to supplement your education once you’ve gone through a few chapters/lessons from the other more hands-on resources I’ve mentioned in the rest of this article.

official link to buy:http://shop.oreilly.com/product

If you’re a beginner to python then I’d suggest to go and get this book.

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B] Python Cookbook:

Once you know ingredients, It’s your time to cook. Some people got a habits to learn everything from cookbook for them we have python cookbook available. (Here is the official link: Python Cookbook)

You can buy this here: Python Cookbook

Indian users follow this link: Buy Python Cookbook Book Online at Low Prices in India

These two books are really great to kick-start with python.

C] Learn Python the Hard Way

classic in the Python education space, Learn Python the Hard Way is an ebook by Zed Shaw, a software developer and creator of the Mongrel web server for Ruby.

Zed’s teachings follow a simple three-step formula:

  1. Go through each exercise.
  2. Type in each example exactly.
  3. Make it run.

Yes, it’s difficult.

Yes, it will be a bit frustrating.

And yes, you may find the lessons a bit dry at times.

But Zed’s approach works.

We often struggle when thrown into the deep end of the pool, but Learn Python the Hard Way will help you tread water, eventually teaching you how to swim on your own.

If you’re new to the programming world (<1 year of experience), then I would recommend this resource to you — but if you’re already a seasoned programmer, you’ll find more value out of the Real Python and Python Jumpstart courses, as they are more practical and demonstrate how to build actual applications rather than code snippet examples.

All that said, I do want to call out an important nuance regarding this book, one that is often missed by beginner programmers:

As you become more experienced with the Python programming language, you’ll likely find yourself putting down this book and moving to other resources.

How come?

The reason is that Learn Python the Hard Way uses Python 2.7 and has not been updated to cover the newer Python 3.

While this isn’t a deal breaker (remember, the most important step you can take when learning Python is to actually get started), it does become frustrating when you try to run your Python 2.7 code in a Python 3 interpreter and have no idea why your code is failing and throwing errors.

If you decide to go with this book, keep this nuance in mind, and you’ll be okay. I would also recommend investing in a good Python 3 resource, such as O’Reilly’s definitive Python “bible” (detailed later in this list).

D]Automate the Boring Stuff with Python

 Arguably my favorite Python tool for beginners, Al Sweigart’s Automate the Boring Stuff with Python is a “must have” if you learn by practical examples.

This book makes no assumptions regarding your prior programming experience but at the same time teaches you how to write software by building simple (automated) applications, such as:

  • Searching for text in a text file.
  • Creating, renaming, and moving files on your system.
  • Sending out TXT reminders and emails.
  • Updating data in an Excel spreadsheet.

I would suggest using this book in tandem with a Code Academy or Code School class, so you can learn how all the Python “puzzle pieces” fit together to create solutions to actual problems.

E] Think Python &  How To Think Like A Computer Scientist: Learning With Python (Interactive Edition)

Think Python is published by O’Reilly but is also available free, direct from the author. I’m learning from this textbook now after having done (1) and (2), and feel like I’m learning quite a few new things, having important concepts reinforced, and getting an idea of some of the basic ideas of computer science. I’ve made a Memrise “course” to help me to remember all the vocabulary: Think Python vocabulary.
One of the things that makes Think Python nice is that you do some work with graphics; that adds some spice to material that has become familiar.

The text of Think Python has also been used to develop the interactive textbook How to Think Like A Computer Scientist, which is pretty fantastic. You are able to do everything in the browser, and the course uses Python 3. I’ve done some work on it. If I’d found How to Think Like A Computer Scientist first, I probably would have only used it.

2. Learn from Tutorials:

Don’t want to learn it from books? Got a good internet connectivity? If yes, then here are the best tutorials sites on the internet.

A] Codeacademy:

They have started teaching programming language in the banner of ‘Learn with doing it’.Yeah, that’s true. They made it very interactively and the content presentation is in the very lucid way.

One of my favorite online courses to learn Python from is Code Academy.

The exercises are fun and interactive, meaning you can code inside your browser.This is a huge benefit for readers who are new to the language and simply want to get started learning without having to download any software or configure their machine.

The ideal audience for Code Academy’s Learn Python course are programmers with little to no experience. If you have more than 6-12 months of coding experience under your belt, you may find the tutorials are a bit “gimmicky” and lacking in technical depth.

The downside is that while this course is currently available, it will be taken offline in summer 2017 for a refresh. If I were you, I would jump into this course immediately.

B] Python Course:

Once roaming into the internet I’ve found this comprehensive website that content immense knowledge about python. Why don’t you guys check this out: Online and On-Site

There are many tutorials about python that can found on google. But these are two very famous and most important thing is their BEST content.

C] Learn Python, it’s CAKE

Looking for a free resource to jumpstart your Python career?

If so, I would highly suggest the Learn Python, it’s CAKE course from Jay Elbourne. All you need is a (free) Udemy account, and you’ll be able to access over seven hours of video tutorials, starting from the very basics (how to install Python on your system) all the way up to building small applications.

My personal suggestion would be to take this course and then purchase a more project-based book such as Python Jumpstart or Automate the Boring Stuff with Python.

3. Learn From MOOC’s:

It’s become trends to learn all things from a virtual teacher. Edx, Coursera, Udacity are big players in the world of MOOC’s. What I like about MOOC is, as they have prepared by big shot universities like Stanford, MIT etc.

Coursera MOOC:

A]Programming for Everybody (Getting Started with Python) By University of Michigan:

About this course: This course aims to teach everyone the basics of programming computers using Python. We cover the basics of how one constructs a program from a series of simple instructions in Python. The course has no pre-requisites and avoids all but the simplest mathematics. Anyone with moderate computer experience should be able to master the materials in this course.

Created by:  University of Michigan

User Ratings:- Average User Rating 4.8

Course link:-  Enroll Now

B] An Introduction to Interactive Programming in Python (Part 1) By Rice University:

About this course: This two-part course is designed to help students with very little or no computing background learn the basics of building simple interactive applications. Our language of choice, Python, is an easy-to learn, high-level computer language that is used in many of the computational courses offered on Coursera. To make learning Python easy, we have developed a new browser-based programming environment that makes developing interactive applications in Python simple. These applications will involve windows whose contents are graphical and respond to buttons, the keyboard and the mouse. In part 1 of this course, we will introduce the basic elements of programming (such as expressions, conditionals, and functions) and then use these elements to create simple interactive applications such as a digital stopwatch. Part 1 of this class will culminate in building a version of the classic arcade game “Pong”.

Who is this class for: Recommended Background – A knowledge of high school mathematics is required. The class is designed for students with no prior programming experience.

Created by:  Rice University

User Ratings:- Average User Rating 4.8

Course link:-  Enroll Now

C]An Introduction to Interactive Programming in Python (Part 2) By Rice

About this course: This two-part course is designed to help students with very little or no computing background learn the basics of building simple interactive applications. Our language of choice, Python, is an easy-to learn, high-level computer language that is used in many of the computational courses offered on Coursera. To make learning Python easy, we have developed a new browser-based programming environment that makes developing interactive applications in Python simple. These applications will involve windows whose contents are graphical and respond to buttons, the keyboard and the mouse. In part 2 of this course, we will introduce more elements of programming (such as list, dictionaries, and loops) and then use these elements to create games such as Blackjack. Part 1 of this class will culminate in building a version of the classic arcade game “Asteroids”. Upon completing this course, you will be able to write small, but interesting Python programs. The next course in the specialization will begin to introduce a more principled approach to writing programs and solving computational problems that will allow you to write larger and more complex programs.

Created by:  Rice University

User Ratings:- Average User Rating 4.9

Course link:-  Enroll Now

EDX MOOC:

A] Learn to Program Using Python By Texas University:

About this course

EdX keeps courses open for enrollment after they end to allow learners to explore content and continue learning. All features and materials may not be available, and course content will not be updated. Check back often to see when new course start dates are announced.

Interested in learning a computer programming language but unsure of how and where to begin? This course, Learn to Program Using Python, is a great place to start.

Python is an easy and fun language to learn, and it is now one of the most popular programming languages, suitable for almost any task from developing graphical user interfaces to building web applications.

This course is an introduction to the Python programming language. This course is open to all learners who wish to gain an understanding of the basic components of computer programming. You will learn basic computer programming concepts and terminologies such as variables, constants, operators, expressions, conditional statements, loops, and functions. This Python course includes hands-on exercises to help you understand the components of Python programming while incrementally developing more significant programs. The exercises in this course will be based on small assignments which will relate to real-world problems.

No previous programming knowledge needed.

What you’ll learn

Upon completing this course you will be able to:

  • Get user-input data and manipulate it using Python.
  • Implement basic Python structures such as if statements, loops, and functions.
  • Read and write external data files using Python.
  • Implement functions and call built-in Python functions.
  • Import and use library function modules from the Python library.
  • Debug an entire program and handle errors in Python.

Link:- Learn to Program Using Python

Udacity MOOC:

A]Programming Foundations with Python:

About this Course

In this introductory programming class, you’ll learn Object-Oriented Programming, a must-have technique for software engineers that will allow you to reuse and share code easily. You’ll learn by doing, and will build byte-sized (ha!) mini projects in each lesson to learn and practice programming concepts.

We’ve heard that programming can be intimidating for newcomers, and we’ve created this course to make sure that you have a great learning experience! You’ll learn actively with our mini projects (see the awesome list below), which you’ll be able to share proudly with your friends. You’ll also learn important programming concepts one by one, with no surprises or leaps of logic along the way.

You’ll pick up some great tools for your programming toolkit in this course! You will:

  • Start coding in the programming language Python;
  • Reuse and share code with Object-Oriented Programming;
  • Create and share amazing, life-hacking projects!

This introductory course is for you if you want to be a software engineer, or if you want to collaborate with programmers. Mastering Object-Oriented Programming will propel your career in tech forward, and it’s also a great way to learn how software engineers think about solving problems.

Link :- Programming Foundations with Python | Udacity

4. Learn From Paid Courses:

Wanna learn with good instructor guidance? If YES! then there are few courses on Udemy that are really great to pull knowledge. Here is the list:

A]Complete Python Bootcamp:

Learn Python like a Professional! Start from the basics and go all the way to creating your own applications and games!

What Will I Learn?
  • Learn to use Python professionally, learning both Python 2 and Python 3!
  • Create games with Python, like Tic Tac Toe and Blackjack!
  • Learn advanced Python features, like the collections module and how to work with timestamps!
  • Learn to use Object Oriented Programming with classes!
  • Understand complex topics, like decorators.
  • Understand how to use both the Jupyter Notebook and create .py files
  • Get an understanding of how to create GUIs in the Jupyter Notebook system!
  • Build a complete understanding of Python from the ground up!
Who is the target audience?
  • Beginners who have never programmed before.
  • Programmers switching languages to Python.
  • Intermediate Python programmers who want to level up their skills!

Course Link:- Complete Python Bootcamp – Udemy

B]Python – Learn Python From Scratch In No Time Flat!

Python is the in-demand programming language used extensively by Google. Master Python 3 and you’ll be in demand too!

What Will I Learn?
  • You’re taught step by step HOW to program in Python
  • With each step, the WHY you’re doing it is explained
  • UNDERSTAND data structures and how to access the web with Python
  • The course is continually UPDATED, so you’ll learn the very latest
  • SUPPORT is mind-blowing – questions answered that day
  • You’ll have the expertise to CREATE your own Python programs
  • The skills to get a JOB with Python under your belt as taught by the best
Who is the target audience?
  • The course is PERFECT for you if you’re a beginner or intermediate. No previous programming experience is assumed!
  • If you are an expert Python programmer with extensive knowledge, and many years’ experience, then this course is probably not for you.

Rating :- 4.6 (6,220 ratings) | 42,323 students enrolled

Course Link Python – Learn Python From Scratch In No Time Flat!

C] Complete Python Masterclass: Learn Python From Scratch:

Python course for beginners, Learn Python Programming , Python Web Framework Django, Flask, Web scraping and a lot more.

Rating:- 

4.4 (618 ratings)

3,707 students enrolled

Course Link  The Complete Python Masterclass: Learn Python From Scratch

Preference: Complete python boot camp.

5. Learn From YouTube:

Nowadays people are getting knowledge from YouTube. People throughout the world are sharing the knowledge via YouTube. here is the list of best channels that provide you knowledge about python:

A] Google’s Python Class:

Youtube playlist :-Learn Python (Google)

 

B] Zero To Hero With Python (Interactive Python Class By Microsoft):

Zero to Hero with Python Tutorial FULL- Easy Learning python 3.4 from begin to advance

6. Learn From Applications :

Are you so busy that you don’t have time to do all these? If you are one of them then I’d suggest please download some application from google play to start with python.

A] SoloLearn:

Great initiative by them, learn things by doing it. Actually, this application got a space on my mobile, It’s just too good!

Play store link: https://play.google.com/store/ap…

7. Learn From online websites :

A] Code School: Learn Python

 Similar to Code Academy’s Learn Python course, we have another one course offered by Code School.

I personally prefer the course offered by Code Academy; however, while Code Academy’s course gets a facelift, you should consider giving Code School’s lessons a try.

However, be careful with courses such as Code Academy and Code School. While these courses will absolutely teach you how to program, it is easy to miss the bigger picture: how to build and ship complete applications.

Learning how to program isn’t about earning badges and decorating your online profile. Instead, it’s about writing software that solves actual problems.

As I said, there is a various way to getting started with python. What I’d suggest is, buy one python book and follow MOOC or follow online tutorials etc. whatever you want but there has to be a book with you to learn more things. Example: Start learning concept from any resources and once you have done with it then follow the book to gain more knowledge.

List of resources to learn python online- 

Going forward

At the end of the day, python is evolving and changing all the time.  There are probably only a few people who can legitimately claim to completely understand it.

You’ll need to be constantly learning and working on projects.  If you do this right, you’ll find yourself looking back on your code from 6 months ago and thinking about how terrible it is.  If you get to this point, you’re on the right track.

Python is a really fun and rewarding language to learn, and I think anyone can get to a high level of proficiency in it if they find the right motivation.

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