Learn Python 2021 – Best Python courses & Best Python books

Table of Contents

Best Python Courses 2021

 

Best Python Books 2021

Best Python tutorials 2021

2021 Complete Python Bootcamp: From Zero to Hero in Python3

Become a professional Python programmer with over 100 lectures and more than 20 hours of video content for learning Python. This  makes it one of the most comprehensive python programming language courses. Well over 400,000 developers have taken this course. This python tutorial will help you in learning python programming concepts. You start with basics of python language and go all the way to advanced features and techniques. This interactive online training course will help you learn to use Python 2 and Python 3. Advanced Python features like collections module and timestamps are easy to understand.  Complex topics like Decorators and Generators are explained in great detail. Learn Python from the Best Python tutorial in 2021.

Python for Data Science and Machine Learning Bootcamp

This programming tutorials by Jose Portilla will help you to learn Data Science and Machine Learning with Python. You will use different frameworks and libraries such as NumPy, Pandas, Seaborn, Matplotlib, Scikit-Learn, Tensorflow and more. This Python programming language tutorial will show you how to implement Machine Learning algorithms.  You will use SciKit-Learn. This tutorials will show you how use Matplotlib and Seaborn for data visualizations. Learn Spark for Big Data analysis. You will understand what Natural Language Processing is along with Spam Filters. K Nearest Neighbors and K Means Clustering is discussed. You will learn all about Neural Networks. This Data Science training will teach you how to support Vector Machines. Decision Trees and Random Forests are both explainedBest Python tutorial for Data Science in 2021.

The Python Mega Course: Build 10 Real World Applications

by Ardit Sulce teaches you building 10 applications. With well over 100,000 students, this among the most popular project based Python tutorials. Not only that, it is regularly updated to keep up with changes in learning Python programming language. You will be learning Python for websites, databases, web scraping, data science, web visualizations, image processing & more.

You will use learn frameworks and libraries to build these apps. Using Flask, you will build web applications. You will do data analysis and build interactive data visualizations with Pandas and Bokeh. Scarp data from websites with  Beautiful Soup. You will learn Smtplib for sending automated emails. Use Tkinter for building desktop applications. Do scientific computing with Numpy. Use Folium for building interactive web maps. Do batch geocoding of addresses with Geopy. Without question, this is one of the best project based Python tutorials.

Learn Python Programming Masterclass

by Tim Buchalka and Jean-Paul Roberts will help you in learning Python programming language fast. This course is aimed at complete beginners who have do not know any programming techniques. Programmers with any level of experience can learn from this great tutorial and increase their career and salary options. With 40 plus hours of video content and regular updates, this is an epic course. Between the two of them, Tim and Jean-Paul have a combined near 70 years of professional programming experience. You will start of with gaining a fundamental understanding of the python programming language. This course will give you the pre-requisite skills required to move into specific branches such as Machine Learning, Data Science, etc. You will learn how to create your own Python projects. Object-Oriented Programming (OOP) is also covered. By the end of this course, you’ll have the Python skills and understanding needed to apply for programming jobs.

Learning Python for Data Analysis and Visualization

By Jose Portilla will teach you how to analyze and visualize data. This Data Analysis tutorial will teach how to use scientific computing modules and libraries to analyze data. You need to be an intermediate programmer. This video tutorial will show you how to work with various data formatslike JSON, HTML, and MS Excel Worksheets. Create and manipulate arrays using Numpy. Use Pandas to create and analyze data sets. Create beautiful data visualization using Matplotlib and Seaborn libraries. You will build an amazing portfolio of data analysis projects. This visualization tutorial will help you understand Machine Learning and SciKit Learn. This is one of the best Data Analysis and Visualization tutorials in 2021.

Python for Data Structures, Algorithms, and Interviews!

Python for Data Structures, Algorithms, and Interviews! by Jose Portilla will help you in learning python programming concepts to master your Python job interview. This Python interview tutorial help you learn how to succeed in Python coding interviews and get a Python developer job. Python developers can make high salaries. This course will help you understand all major Data Structures and Python Algorithms. Non-technical Python interview questions and answers are discussed. You will prepare from 4 different Python mock interviews. This Python programming language tutorial will help you learn and explain everything you need to get a Python job. This is the best Python interview course in 2021.

Python and Django Full Stack Web Developer Bootcamp

Python and Django Full Stack Web Developer Bootcamp by Jose Portilla will teach you how to build a fully functional website using Python and Django. This course is designed in such a way that anyone can learn how to become a web developer. You will learn the power of Python programming language to build web applications. You will use Models-Views-Templates structure to build your web apps. Django will be used for the back-end. You will also use other technologies to build your Python and Django websites. HTML, Bootstrap, CSS, jQuery and JavaScript for the front-end. The course is packed with examples, code, projects, etc. This is one of the best Django Python tutorials.

2021 Python Regular Expressions (Regex) with Projects

by Chandra Lingam will teach you pattern matching skills for log mining, big data parsing, cleanup and preparation with regex in Python. You will be able to confidently use regular expression as a powerful text processing tool for data parsing, cleanup, and preparation. This Python Regex tutorial will teach you how to use regular expression as a powerful text processing tool. You will minimize effort spent on custom development for data cleanup. This Python Regex course will help you understand potential performance issues and techniques to address them.

Best Python books 2021

Python Crash Course: A Hands-On, Project-Based Introduction to Programming

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Python Crash Course: A Hands-On, Project-Based Introduction to Programming
  • No Starch Press
  • Matthes, Eric (Author)
  • English (Publication Language)
  • 560 Pages - 11/30/2015 (Publication Date) - No Starch Press (Publisher)

Python Crash Course by Eric Matthes is a fast-paced ride through the world of programming with Python. You will learn everything to write your own programs quickly. This does not mean that it is not through or doesn’t give an explanation of what exactly you are doing. Basic programming concepts like classes and loops are explained. Python Crash Course will help you learn how to write good code and test it extensively.

Learn Python 3 the Hard Way: A Very Simple Introduction to the Terrifyingly Beautiful World of Computers and Code

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Learn Python 3 the Hard Way: A Very Simple Introduction to the Terrifyingly Beautiful World of...
  • Shaw, Zed (Author)
  • English (Publication Language)
  • 320 Pages - 06/27/2017 (Publication Date) - Addison-Wesley Professional (Publisher)

Learn Python 3 the Hard Way by Zed A. Shaw which teaches the reader how to program in the Python 3 programming language. Learn Python the Hard Way book is written for people who have absolutely no experience in programming. Zed Shaw has perfected the world’s best system for learning Python 3. Follow it and you will succeed—just like the millions of beginners Zed A Shaw has taught to date! You bring the discipline, commitment, and persistence; the author supplies everything else.

Head First Python: A Brain-Friendly Guide

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Head First Python: A Brain-Friendly Guide
  • O\'Reilly Media
  • Barry, Paul (Author)
  • English (Publication Language)
  • 624 Pages - 12/13/2016 (Publication Date) - O'Reilly Media (Publisher)

Head First Python by Paul Barry is a friendly guide gets you started programming immediately while guiding you through Python’s core concepts. You’ll learn about topics like built-in data structures, control flow, functions, and classes, and all the important details of Python syntax. It takes a teaching approach that’s just as fun as it is effective, Head First Python gets you started programming with Python right away. And not just any Python—you’ll learn Python 3, the latest and most powerful version of the language. You’ll learn about fundamental programming concepts, like data types, functions, and classes. Then, you’ll see how thinking about code in a different way makes it much easier to create programs. By the time you finish this book, you’ll be able to read, write, and understand Python code—and start building programs of your own.

Python Programming: An Introduction to Computer Science

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Python Programming: An Introduction to Computer Science, 3rd Ed.
  • John Zelle (Author)
  • English (Publication Language)
  • 552 Pages - 08/08/2016 (Publication Date) - Franklin, Beedle & Associates (Publisher)

Python Programming – An Introduction to Computer Science by John Zelle is intended for the aspiring computer scientist. It continues the tradition of updating text to reflect new technologies while maintaining a time-tested approach to teaching introductory computer science stuff. A major change in this edition is the removal of most uses of eval and the addition of a discussion about its dangers. In our increasingly connected world, it’s never too early to start thinking about Computer security issues.

Fluent Python: Clear, Concise, and Effective Programming

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Fluent Python: Clear, Concise, and Effective Programming
  • O Reilly Media
  • Ramalho, Luciano (Author)
  • English (Publication Language)
  • 792 Pages - 09/01/2015 (Publication Date) - O'Reilly Media (Publisher)

by Luciano Ramalho is for programmers that are already familiar and comfortable with Python but what to reach the next level of proficiency. This hands-on guide teaches you how to write even better Python code by using often neglected features of Python. You will learn how to write better code by using Python features efficiently. Data structures, Functions as objects and meta-programming are some of the things. This is the best advanced Python book in 2021.

Python Cookbook: Recipes for Mastering Python 3

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Python Cookbook, Third Edition
  • O Reilly Media
  • Beazley, David (Author)
  • English (Publication Language)
  • 706 Pages - 06/11/2013 (Publication Date) - O'Reilly Media (Publisher)

by David Beazley and Brian K. Jones covers Python recipes that you can instantly cook up and use. Python Cookbook will help you learn practical Python recipes that cover a wide range of topics including data structures, algorithms, metaprogramming, etc. The recipes also come with detailed coding samples that tell you how and why to use them. You will learn testing and debugging. Python Cookbook is all about writing code that is more robust, cleaner and faster.

Learning Python

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Learning Python, 5th Edition
  • O'Reilly Media
  • Lutz, Mark (Author)
  • English (Publication Language)
  • 1648 Pages - 07/16/2013 (Publication Date) - O'Reilly Media (Publisher)

Learning Python by Mark Lutz is a best sellers Python programming book is packed with exercises, advanced topics, and even illustrations to give you the best education in Python knowledge. Features such as Python’s syntax and statements are explored.More advanced Python features such as decorators, metaclasses and descriptors are also taught. This is the best Python book for beginners in 2021.

Automate the Boring Stuff with Python, 2nd Edition: Practical Programming for Total Beginners

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Automate the Boring Stuff with Python, 2nd Edition: Practical Programming for Total Beginners
  • Sweigart, Al (Author)
  • English (Publication Language)
  • 592 Pages - 11/12/2019 (Publication Date) - No Starch Press (Publisher)

Automate the Boring Stuff with Python by Al Sweigart teaches you how to write programs that do in minutes what would take you hours to do by hand—no prior programming experience required. Once you’ve mastered the techniques in this book, you’ll be able to write programs that effortlessly perform useful tasks for you. Step-by-step instructions walk you through each program, and updated practice projects at the end of each chapter challenge you to improve those programs and use your newfound skills to automate similar tasks like email notification. Don’t spend your time doing work a well-trained monkey could do. Even if you’ve never written a line of code, you can make your computer do the grunt work. This is one of the best Python books for beginners in 2021

Python Essential Reference 4th Edition

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Python Essential Reference
  • Addison-Wesley Professional
  • Beazley, David (Author)
  • English (Publication Language)
  • 717 Pages - 07/09/2009 (Publication Date) - Addison-Wesley Professional (Publisher)

Python Essential Reference by David Beazley is the definitive reference for Python programmers who want to go beyond the language basics. Unlike other Python references, this book assumes that you are already fluent in Python and delves deeper into the language to show you how it works under the covers. It contains hundreds of useful code examples that illustrate key concepts and give practical solutions to common problems.

Grokking Algorithms: An Illustrated Guide for Programmers and Other Curious People

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Grokking Algorithms: An Illustrated Guide for Programmers and Other Curious People
  • Manning Publications
  • Bhargava, Aditya (Author)
  • English (Publication Language)
  • 256 Pages - 05/01/2016 (Publication Date) - Manning Publications (Publisher)

Grokking Algorithms by Aditya Bhargava is an easy-to-use, fully illustrated guide that teaches you how to apply common algorithms to the practical problems you face every day as a programmer. You’ll start with sorting algorithms and searching, and as you develop your algorithmic thinking skills, you’ll tackle more complex problems like data compression and artificial intelligence. Each carefully presented example includes helpful diagrams and fully annotated code examples in Python.

Effective Python: 90 Specific Ways to Write Better Python

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Effective Python: 90 Specific Ways to Write Better Python (Effective Software Development Series)
  • Slatkin, Brett (Author)
  • English (Publication Language)
  • 480 Pages - 11/15/2019 (Publication Date) - Addison-Wesley Professional (Publisher)

Effective Python 90 Specific Ways to Write Better Python by Brett Slatkin will help you learn best practices, tips, tricks and coding examples that you can implement into your Python coding. Effective Python aims to provide Python programmers with an understanding of the “Pythonic” way of writing programs: the best way to use Python. The code examples in this book will show you learn techniques that you were not previously aware of. Some of the many topics addressed include algorithms, objects, collaboration, etc.  You will write good code that is effective and easy to maintain. Effective Python will improve your Python code.

Hands-On Machine Learning with Scikit-Learn and TensorFlow: Concepts, Tools, and Techniques to Build Intelligent Systems

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Hands-On Machine Learning with Scikit-Learn and TensorFlow: Concepts, Tools, and Techniques to Build...
  • O Reilly Media
  • Géron, Aurélien (Author)
  • English (Publication Language)
  • 574 Pages - 04/25/2017 (Publication Date) - O'Reilly Media (Publisher)
Gain an intuitive understanding of the concepts and tools for building intelligent systems. This book will help you learn a range of techniques including simple linear regression and progressing to deep neural networks. You will explore several training models, including support vector machines, decision trees, random forests, and ensemble methods. This Python Machine Learning book will help you apply practical code examples without acquiring excessive machine learning theory or algorithm details

Python Machine Learning: Machine Learning and Deep Learning with Python, scikit-learn, and TensorFlow

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Python Machine Learning - Second Edition: Machine Learning and Deep Learning with Python,...
  • Raschka, Sebastian (Author)
  • English (Publication Language)
  • 622 Pages - 09/20/2017 (Publication Date) - Packt Publishing (Publisher)

Practical approach to key frameworks in data science, machine learning, and deep learning. You will learn to use TensorFlow, make use of Keras neural network library and leverage scikit-learn. This Python Machine Learning will help you explore machine learning techniques using challenging real-world data.

Python for Data Analysis: Data Wrangling with Pandas, NumPy, and IPython

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Python for Data Analysis: Data Wrangling with Pandas, NumPy, and IPython
  • McKinney, Wes (Author)
  • English (Publication Language)
  • 550 Pages - 10/31/2017 (Publication Date) - O'Reilly Media (Publisher)

All about working with data in Python. You will learn how to manipulate, process, clean and crunch data with practical hands-on case studies. This book is updated for Python 3.6 and the latest versions of Python libraries like Pandas, NumPy, IPython, and Jupyter.

Introducing Python: Modern Computing in Simple Packages

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Introducing Python: Modern Computing in Simple Packages
  • O Reilly Media
  • Lubanovic, Bill (Author)
  • English (Publication Language)
  • 484 Pages - 12/16/2014 (Publication Date) - O'Reilly Media (Publisher)
Ideal book for beginners to Python. You will go from Python basic topics to more advanced Python topics with cookbook style recipes. This Python 3 book includes best practices for testing, debugging and code reuse. At the end of each chapter, there are practice Python exercises. This is one of the best books to get started with Python.

Python Data Science Handbook: Essential Tools for Working with Data

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Python Data Science Handbook: Essential Tools for Working with Data
  • O\'Reilly Media
  • VanderPlas, Jake (Author)
  • English (Publication Language)
  • 548 Pages - 12/20/2016 (Publication Date) - O'Reilly Media (Publisher)
This book will help you learn the important Data Science libraries including NumPy, Pandas, Matplotlib and Scikit-Learn. You will learn all about manipulating, transforming, and cleaning data. Using data to build machine learning models is also explained. This is one of the best Python reference books.

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