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Best Python tutorials 2020

The most popular Python resource. Written by Jose Portilla, this guide will make you a professional Python developer. 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 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 explained.  Complex topics like Decorators and Generators are explained in great detail.


PROS

  • Great for beginners and advanced
  • Over 567,000 students!
  • 24 hours of video

CONS

  • Comprehensive

SUMMARY

Learn Python from the Best Python tutorial in 2020.


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 for Machine Learning. 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 explained. 

PROS

  • Data Science
  • Over 209,000 students!
  • 22.5 hours of video

CONS

  • Detailed

SUMMARY

Best Python tutorial for Data Science in 2020.

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 concepts. 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. Demand of developers in fields such as Machine Learning and Data Science continues to rise. You will learn how to create your own programs. Object-Oriented Programming (OOP) is also covered. By the end of this course, you’ll have the 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 2020.

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 2020.

Best Python courses 2020

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.

Python Regular Expressions – Real World Applied Python

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 2020

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
  • English (Publication Language)
  • No Starch Press (Publisher)

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.  You will learn how to write good code and test it extensively.

Learning Python

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Learning Python, 5th Edition
  • O'Reilly Media
  • Lutz, Mark (Author)
  • English (Publication Language)
  • 1648 Pages - 07/09/2013 (Publication Date) - O'Reilly Media (Publisher)

This book is packed with exercises, advanced language features, and even illustrations to give you the best education in Python. 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 one of the best Python books for beginners in 2020.

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 - 08/20/2015 (Publication Date) - O'Reilly Media (Publisher)

This book 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 2020.

Effective Python: 59 Specific Ways to Write Better Python

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Effective Python: 59 Specific Ways to Write Better Python (Effective Software Development Series)
  • Addison-Wesley Professional
  • English (Publication Language)
  • Addison-Wesley Professional (Publisher)
59 tips and tricks to get better at Python. This book will help you learn best practices, tips, tricks and coding examples that you can implement into your Python coding. 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 coding. This is one of the best Python books for tips and tricks.

Python Cookbook

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Python Cookbook, Third Edition
  • O Reilly Media
  • Beazley, David (Author)
  • English (Publication Language)
  • 706 Pages - 06/01/2013 (Publication Date) - O'Reilly Media (Publisher)
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.

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 Intelligent Systems
  • O Reilly Media
  • Géron, Aurélien (Author)
  • English (Publication Language)
  • 572 Pages - 04/09/2017 (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, scikit-learn, and TensorFlow
  • 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.

Automate the Boring Stuff with Python: Practical Programming for Total Beginners

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Automate the Boring Stuff with Python: Practical Programming for Total Beginners
  • No Starch Press
  • Sweigart, Al (Author)
  • English (Publication Language)
  • 504 Pages - 04/14/2015 (Publication Date) - No Starch Press (Publisher)
Write Python programs in minutes. You will be learning Python from step-by-step instructions that will save you hours every week. Once you learn the basics, you will quickly build Python programs that do a wide variety of tasks.This is one of the best Python books for beginners in 2020.

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 - 10/20/2017 (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 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
  • English (Publication Language)
  • 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 - 12/10/2016 (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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