About Joanna Jablonski

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I love working in developer education because I like code, words, and people. (And Python!)

As the Executive Editor of Real Python, I spend my time planning curricula, creating educational resources, building an exceptional team, and more.

When I’m not at my desk, I enjoy exploring the beautiful city of Vancouver on foot, laughing with my pub trivia team, and experimenting with seitan recipes.

Let’s level up our Python together!

Tutorials by Joanna:

CPython Internals: Paperback Now Available!
Natural Language Processing With Python's NLTK Package
Python Basics: Paperback Now Available!
Start Contributing to Python: Your First Steps
The Real Python Podcast: It's Been a Year!
The Python range() Function (Guide)
Python 3's f-Strings: An Improved String Formatting Syntax (Guide)

Tutorials Joanna Contributed to:

Linear Regression in Python
pandas GroupBy: Your Guide to Grouping Data in Python
Combining Data in Pandas With merge(), .join(), and concat()
How to Get the Most Out of PyCon US
Python Virtual Environments: A Primer
Python GUI Programming With Tkinter
Python Timer Functions: Three Ways to Monitor Your Code
Socket Programming in Python (Guide)
Using Python's pip to Manage Your Projects' Dependencies
Modulo String Formatting in Python
Python's sum(): The Pythonic Way to Sum Values
Build a Personal Diary With Django and Python
A Python Guide to the Fibonacci Sequence
Using Python Optional Arguments When Defining Functions
Python's deque: Implement Efficient Queues and Stacks
Python's ChainMap: Manage Multiple Contexts Effectively
Python and REST APIs: Interacting With Web Services
Python's collections: A Buffet of Specialized Data Types
Your First Steps With Django: Set Up a Django Project
Python Community Interview With Dustin Ingram
Using FastAPI to Build Python Web APIs
What Can I Do With Python?
Python's Counter: The Pythonic Way to Count Objects
Beautiful Soup: Build a Web Scraper With Python
Reverse Python Lists: Beyond .reverse() and reversed()
Simplify Complex Numbers With Python
Working With Linear Systems in Python With scipy.linalg
Python Practice Problems: Parsing CSV Files
Python's filter(): Extract Values From Iterables
Python Community Interview With Sebastián Ramírez
Context Managers and Python's with Statement
Python News: What's New From May 2021?
Visualizing Data in Python Using plt.scatter()
Build a Blog Using Django, Vue, and GraphQL
Build a Bulk File Rename Tool With Python and PyQt
Embedded Python: Build a Game on the BBC micro:bit
Write Pythonic and Clean Code With namedtuple
Recursion in Python: An Introduction
Python News: What's New From April 2021?
Build a Platform Game in Python With Arcade
Python Community Interview With Moshe Zadka
Deploying a Python Flask Example Application Using Heroku
Build a Python Directory Tree Generator for the Command Line
The k-Nearest Neighbors (kNN) Algorithm in Python
Python News: What's New From March 2021?
Python Community Interview With Will McGugan
OrderedDict vs dict in Python: The Right Tool for the Job
Python Community Interview With Dane Hillard
Build an Asteroids Game With Python and Pygame
Python AI: How to Build a Neural Network & Make Predictions
Python Community Interview With Ewa Jodlowska
Build a Contact Book With Python, PyQt, and SQLite
New Features: Article Bookmarks, Completion Status, and Search Improvements
Python and MongoDB: Connecting to NoSQL Databases
Brython: Python in Your Browser
Python & APIs: A Winning Combo for Reading Public Data
Functional Programming in Python: When and How to Use It
Pandas Sort: Your Guide to Sorting Data in Python
Python Microservices With gRPC
Python Inner Functions: What Are They Good For?
Qt Designer and Python: Build Your GUI Applications Faster
Python Web Applications: Deploy Your Script as a Flask App
Stochastic Gradient Descent Algorithm With Python and NumPy
How to Use Python: Your First Steps
C for Python Programmers
Make Your First Python Game: Rock, Paper, Scissors!
Sentiment Analysis: First Steps With Python's NLTK Library
NumPy Tutorial: Your First Steps Into Data Science in Python
Develop Data Visualization Interfaces in Python With Dash
Python's .append(): Add Items to Your Lists in Place
Python and MySQL Database: A Practical Introduction
Use PyQt's QThread to Prevent Freezing GUIs
The pass Statement: How to Do Nothing in Python
What Is Data Engineering and Is It Right for You?
Bitwise Operators in Python
Real Python's Office Hours: Learn With Python Experts in Real Time
Handling SQL Databases With PyQt: The Basics
np.linspace(): Create Evenly or Non-Evenly Spaced Arrays
PyQt Layouts: Create Professional-Looking GUI Applications
Split Your Dataset With scikit-learn's train_test_split()
Python enumerate(): Simplify Looping With Counters
Python and PyQt: Creating Menus, Toolbars, and Status Bars
PyPy: Faster Python With Minimal Effort
Use Sentiment Analysis With Python to Classify Movie Reviews
Caching in Python Using the LRU Cache Strategy
Fourier Transforms With scipy.fft: Python Signal Processing
Get Started With Django Part 3: Django View Authorization
Python Modulo in Practice: How to Use the % Operator
Level Up Your Skills With the Real Python Slack Community
Python Booleans: Optimize Your Code With Truth Values
Data Management With Python, SQLite, and SQLAlchemy
Using ggplot in Python: Visualizing Data With plotnine
Python Community Interview With Anthony Shaw
Python 3.9: Cool New Features for You to Try
Python's map(): Processing Iterables Without a Loop
The Python return Statement: Usage and Best Practices
Python Community Interview With David Amos
Python Practice Problems: Get Ready for Your Next Interview
Numbers in Python
Plot With Pandas: Python Data Visualization for Beginners
Find & Fix Code Bugs in Python: Debug With IDLE
PyTorch vs TensorFlow for Your Python Deep Learning Project
Python 3 Installation & Setup Guide
Common Python Data Structures (Guide)
Python mmap: Improved File I/O With Memory Mapping
Data Version Control With Python and DVC
A Practical Introduction to Web Scraping in Python
Python Community Interview With Bruno Oliveira
Pass by Reference in Python: Background and Best Practices
What Are Python Wheels and Why Should You Care?
Customize the Django Admin With Python
Namespaces and Scope in Python
Generative Adversarial Networks: Build Your First Models
Python Packages: Five Real Python Favorites
K-Means Clustering in Python: A Practical Guide
Pandas Project: Make a Gradebook With Python & Pandas
Learn IP Address Concepts With Python's ipaddress Module
Python import: Advanced Techniques and Tips
Object-Oriented Programming (OOP) in Python 3
Get Started With Django Part 2: Django User Management
Python's reduce(): From Functional to Pythonic Style
The Python heapq Module: Using Heaps and Priority Queues
Hands-On Linear Programming: Optimization With Python
PySimpleGUI: The Simple Way to Create a GUI With Python
Python Keywords: An Introduction
SettingWithCopyWarning in Pandas: Views vs Copies
Python Community Interview With Kattni Rembor
Regular Expressions: Regexes in Python (Part 2)
Build Physical Projects With Python on the Raspberry Pi
How to Write an Installable Django App
Create and Modify PDF Files in Python
Python Community Interview With Russell Keith-Magee
Python vs JavaScript for Pythonistas
Python Community Interview With Christopher Bailey
Python eval(): Evaluate Expressions Dynamically
How to Move a Django Model to Another App
Using Python datetime to Work With Dates and Times
Regular Expressions: Regexes in Python (Part 1)
The Python pickle Module: How to Persist Objects in Python
The Pandas DataFrame: Make Working With Data Delightful
Effective Python Testing With Pytest
Sorting Algorithms in Python
How to Provide Test Fixtures for Django Models in Pytest
How to Make an Instagram Bot With Python and InstaPy
Linked Lists in Python: An Introduction
How to Use any() in Python
SimPy: Simulating Real-World Processes With Python
The Python math Module: Everything You Need to Know
Python Scope & the LEGB Rule: Resolving Names in Your Code
How to Do a Binary Search in Python
Using the Python defaultdict Type for Handling Missing Keys
Defining Your Own Python Function
Alexa Python Development: Build and Deploy an Alexa Skill
Python Bindings: Calling C or C++ From Python
The Beginner's Guide to Python Turtle
Introduction to Python SQL Libraries
Null in Python: Understanding Python's NoneType Object
A Guide to the Newer Python String Format Techniques
Python Community Interview With Brett Slatkin
Implementing an Interface in Python
Python Command Line Arguments
Use a Flask Blueprint to Architect Your Applications
Python '!=' Is Not 'is not': Comparing Objects in Python
Python Community Interview With Kelly and Sean of Teaching Python
Scientific Python: Using SciPy for Optimization
Arcade: A Primer on the Python Game Framework
Logistic Regression in Python
Exploring HTTPS With Python
Using Pandas and Python to Explore Your Dataset
NumPy, SciPy, and Pandas: Correlation With Python
Run Python Versions in Docker: How to Try the Latest Python Release
Python Statistics Fundamentals: How to Describe Your Data
Data Engineer Interview Questions With Python
MicroPython: An Intro to Programming Hardware in Python
Pandas: How to Read and Write Files
Python Descriptors: An Introduction
Python Community Interview With Brian Okken
Invalid Syntax in Python: Common Reasons for SyntaxError
Getting Started With Python IDLE
PyCon Africa 2019 (Recap)
When to Use a List Comprehension in Python
Build a Mobile Application With the Kivy Python Framework
Python REST APIs With Flask, Connexion, and SQLAlchemy – Part 4
Python Community Interview With Al Sweigart
Python and PyQt: Building a GUI Desktop Calculator
Arduino With Python: How to Get Started
Python sleep(): How to Add Time Delays to Your Code
Cool New Features in Python 3.8
Emacs: The Best Python Editor?
Building a Python C Extension Module
Using the Python zip() Function for Parallel Iteration
Preventing SQL Injection Attacks With Python
How to Use Generators and yield in Python
Getting Started With Async Features in Python
How to Convert a Python String to int
PyGame: A Primer on Game Programming in Python
Python vs C++: Selecting the Right Tool for the Job
MATLAB vs Python: Why and How to Make the Switch
Python args and kwargs: Demystified
Natural Language Processing With spaCy in Python
PyCharm for Productive Python Development (Guide)
A Guide to Excel Spreadsheets in Python With openpyxl
Your Guide to the CPython Source Code
How to Make a Discord Bot in Python
An Effective Python Environment: Making Yourself at Home
Your Guide to the Python print() Function
Inheritance and Composition: A Python OOP Guide
What You Need to Know to Manage Users in Django Admin
First Steps With PySpark and Big Data Processing
Understanding the Python Traceback
Digging Deeper Into Django Migrations
NumPy arange(): How to Use np.arange()
Create a Flask Application With Google Login
Real Python at PyCon US 2019
Build a Recommendation Engine With Collaborative Filtering
The Python Square Root Function
Using the "or" Boolean Operator in Python
How to Use Redis With Python
Python Community Interview With Katrina Durance
Basic Input, Output, and String Formatting in Python
How to Use Python Lambda Functions
Python Community Interview With Marlene Mhangami
How to Build Command Line Interfaces in Python With argparse
How to Make a Twitter Bot in Python With Tweepy
How to Implement a Python Stack
Object-Oriented Programming in Python vs Java
Pointers in Python: What's the Point?
How to Iterate Through a Dictionary in Python
Python Logging: A Stroll Through the Source Code
Unicode & Character Encodings in Python: A Painless Guide
Three Ways of Storing and Accessing Lots of Images in Python
Playing and Recording Sound in Python
Python Community Interview With Bob and Julian of PyBites
How to Use sorted() and sort() in Python
Defining Main Functions in Python
Python KeyError Exceptions and How to Handle Them
A Beginner’s Guide to the Python time Module
How to Work With a PDF in Python
How to Create an Index in Django Without Downtime
Python REST APIs With Flask, Connexion, and SQLAlchemy – Part 3
Get Started With Django Part 1: Build a Portfolio App
How to Stand Out in a Python Coding Interview
An Intro to Threading in Python
13 Project Ideas for Intermediate Python Developers
How to Build a Python GUI Application With wxPython
Understanding the Python Mock Object Library
Managing Multiple Python Versions With pyenv
Using PyInstaller to Easily Distribute Python Applications
Refactoring Python Applications for Simplicity
Traditional Face Detection With Python
Python Community Interview With Ali Spittel
Reading and Writing Files in Python (Guide)
How to Run Your Python Scripts
Supercharge Your Classes With Python super()
The Factory Method Pattern and Its Implementation in Python
The Ultimate List of Data Science Podcasts
Python Development in Visual Studio Code
Python "for" Loops (Definite Iteration)
Jupyter Notebook: An Introduction
Python’s Requests Library (Guide)
Working With Files in Python
Async IO in Python: A Complete Walkthrough
Speed Up Your Python Program With Concurrency
Django Migrations: A Primer
Python Type Checking (Guide)
Modeling Polymorphism in Django With Python
Python Community Interview With Corey Schafer
Make a Location-Based Web App With Django and GeoDjango
How to Write Beautiful Python Code With PEP 8
A Pythonista's Holiday Wish List
Thonny: The Beginner-Friendly Python Editor
Python Community Interview With Brian Peterson
Sending Emails With Python
Building Serverless Python Apps Using AWS Chalice
Python Community Interview With Emily Morehouse
Continuous Integration With Python: An Introduction
Memory Management in Python
Interactive Data Visualization in Python With Bokeh
Python Community Interview With Kenneth Reitz
How to Publish an Open-Source Python Package to PyPI
Python "while" Loops (Indefinite Iteration)
Writing Comments in Python (Guide)
Setting Up Python for Machine Learning on Windows
Python Community Interview With Michael Kennedy
Practical Text Classification With Python and Keras
Getting Started With Testing in Python
Python, Boto3, and AWS S3: Demystified
Python Community Interview With Mike Grouchy
How to Round Numbers in Python
Python REST APIs With Flask, Connexion, and SQLAlchemy – Part 2
Splitting, Concatenating, and Joining Strings in Python
Image Segmentation Using Color Spaces in OpenCV + Python
Python Community Interview With Mahdi Yusuf
Absolute vs Relative Imports in Python
Top 10 Must-Watch PyCon Talks
Logging in Python
The Best Python Books
Conditional Statements in Python
Python Program Lexical Structure
Python Pandas: Tricks & Features You May Not Know
Python Community Interview With Mariatta Wijaya
Primer on Python Decorators
Sets in Python
The Ultimate Guide to Django Redirects
Advanced Git Tips for Python Developers
Python Community Interview With Mike Driscoll
Dictionaries in Python
Python Code Quality: Tools & Best Practices
Documenting Python Code: A Complete Guide
Fast, Flexible, Easy and Intuitive: How to Speed Up Your Pandas Projects
Lists and Tuples in Python
Reading and Writing CSV Files in Python
Generating Random Data in Python (Guide)
Strings and Character Data in Python
Python String Formatting Best Practices
Python Histogram Plotting: NumPy, Matplotlib, Pandas & Seaborn
Cool New Features in Python 3.7
Operators and Expressions in Python
The Ultimate List of Python YouTube Channels
Variables in Python
Python REST APIs With Flask, Connexion, and SQLAlchemy
Basic Data Types in Python
Python Application Layouts: A Reference
Itertools in Python 3, By Example
Interacting With Python
Introduction to Python 3
Data Classes in Python 3.7+ (Guide)
Operator and Function Overloading in Custom Python Classes
Pure Python vs NumPy vs TensorFlow Performance Comparison
Python Metaclasses
Python Exceptions: An Introduction
Pipenv: A Guide to the New Python Packaging Tool
Python 3's pathlib Module: Taming the File System
Python Modules and Packages – An Introduction
Working With JSON Data in Python
Look Ma, No For-Loops: Array Programming With NumPy
Python Debugging With Pdb
Introduction to Git and GitHub for Python Developers
11 Beginner Tips for Learning Python Programming
Thinking Recursively in Python
Pythonic Data Cleaning With Pandas and NumPy
4 Techniques for Testing Python Command-Line (CLI) Apps
Python IDEs and Code Editors (Guide)
Modern Web Automation With Python and Selenium
VIM and Python – A Match Made in Heaven
Setting Up Sublime Text 3 for Full Stack Python Development
Face Recognition with Python, in Under 25 Lines of Code
Primer on Jinja Templating
Python Basics: Code Your First Python Program (Course)
Mastering Python's Built-in time Module (Course)
Grow Your Python Portfolio With 13 Intermediate Project Ideas (Course)
Pointers and Objects in Python (Course)
Unicode in Python: Working With Character Encodings (Course)
Creating a Discord Bot in Python (Course)
Python Generators 101 (Course)
Getting the Most Out of a Python Traceback (Course)
Parallel Iteration With Python's zip() Function (Course)
A Beginner's Guide to Pip (Course)
Convert a Python String to int (Course)
Improve Your Tests With the Python Mock Object Library (Course)
The Python print() Function: Go Beyond the Basics (Course)
Structuring a Python Application (Course)
Inheritance and Composition: A Python OOP Guide (Course)
Arduino With Python: How to Get Started (Course)
Comparing Python Objects the Right Way: "is" vs "==" (Course)
Using NumPy's np.arange() Effectively (Course)
Make a 2D Side-Scroller Game With PyGame (Course)
Defining Main Functions in Python (Course)
How to Implement a Python Stack (Course)
How to Work With a PDF in Python (Course)
Playing and Recording Sound in Python (Course)
Sets in Python (Course)
Python Modules and Packages: An Introduction (Course)
Basic Data Types in Python (Course)
Supercharge Your Classes With Python super() (Course)
Python args and kwargs: Demystified (Course)
Sorting Data With Python (Course)
Python Dictionary Iteration: Advanced Tips & Tricks (Course)
Documenting Python Code: A Complete Guide (Course)
Variables in Python (Course)
Python, Boto3, and AWS S3: Demystified (Course)
Python KeyError Exceptions and How to Handle Them (Course)
Threading in Python (Course)
Thinking Recursively in Python (Course)
Cool New Features in Python 3.8 (Course)
Python Type Checking (Course)
Python Plotting With Matplotlib (Course)
The Python range() Function (Course)
Get Started With Django: Build a Portfolio App (Course)
Strings and Character Data in Python (Course)
Thonny: The Beginner-Friendly Python Editor (Course)
Python Debugging With pdb (Course)
Absolute vs Relative Imports in Python (Course)
Lists and Tuples in Python (Course)
How to Use Python Lambda Functions (Course)
Python Histogram Plotting: NumPy, Matplotlib, Pandas & Seaborn (Course)
Traditional Face Detection With Python (Course)
11 Beginner Tips for Learning Python (Course)
Dictionaries in Python (Course)
Logging in Python (Course)
How to Write Pythonic Loops (Course)
Reading and Writing Files in Python (Course)
Functional Programming in Python (Course)
Python 3's f-Strings: An Improved String Formatting Syntax (Course)