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Tag: tutorial
A Pythonista's Introductory Guide to Web Assembly
Awesome Modern Web Testing with Playwright
Distributed Python with Ray: Hands-on with the Ray Core APIs
Documenting your code from docstrings to automated builds
Getting started with Object-Oriented Programming through Signal Processing
Goodbye, "Hello, World." Hello, Functional FastAPI Web App!
Introduction to Property Based Testing
Knowledge graph data modelling with TerminusDB
Network Analysis Made Simple
Python Types for Fun and Profit
Tutorial: Practical Intro Blockchain for Python Developers
Tutorial: Let's Forget About Excel: Conda + Jupyter + Pandas to leave office behind
Deploying Django on Serverless Infrastructure
Effective Data Visualization
Geospatial Public Policy Analysis with GeoPandas
Hands-on Python for Programmers
Hands-On Web App Test Automation
Introduction to Decorators: Power Up Your Python Code
Migration from Python 2 to 3
Modern Python Developer's Toolkit
Natural Language Processing (NLP) in Python - From Zero to Hero
Nonsense verse with Python and machine learning
Python Concurrency: from beginner to pro
Say it with Bots!
Demystifying Deep Learning for Data Scientists
Advanced Software Testing for Data Scientists
An Introduction to Probability and Statistics
How to Prove You’re Right: A/B Testing with SciPy
Introduction to Language Modeling
Introduction to NLP
Introduction to pandas
Visualizing the 2019 Measles Outbreak in NYC (with Python)
The anatomy of a #deepfake
Bayesian Data Science: Probabilistic Programming
Bayesian Statistics Made Simple
Complexity Science
Deep Learning Fundamentals: Forward Model, Differentiable Loss Function & Optimization Routine
Getting Started with JupyterLab
Intermediate Methods for Geospatial Data Analysis
Intro to Bayesian Model Evaluation, Visualization, & Comparison Using ArviZ
Introduction to Data Processing in Python with Pandas
Introduction to Matplotlib
Introduction to Numerical Computing with NumPy
Introduction to Python
Land on Vector Spaces: Practical Linear Algebra with Python
Lights Camera Action! Scrape, Explore, and Model to Predict Oscar Winners
Modern Time Series Analysis
Testing your Python Code with PyTest
Using SatPy to Process Earth observing Satellite Data
Visualize any Data Easily, from Notebooks to Dashboards
Xonsh: Bringing Python Data Science to your Shell
An Overview to Simulations and Generating Synthetic Data Sets
Escape from Auto manual Testing with Hypothesis!
Hands-on Satellite Imagery Analysis
Image Analysis in Python with SciPy and Scikit Image
Multi-dimensional Linked Data Exploration with Glue (Tutorial)
Network Analysis Made Simple
RAPIDS: Open GPU Data Science
Reproducible Data Science in Python
The Jupyter Interactive Widget Ecosystem
tqdm - A Fast, Extensible Progress Bar for Python and CLI
Final Remarks and Conference Close for PyCon 2019
Programación para periodistas: el uso de Python en la extracción y análisis de reportajes
Planea el próximo eclipse con Jupyter y geopandas.
Applied Deep Learning for NLP Using PyTorch
Data Science Best Practices with pandas
Escape from auto-manual testing with Hypothesis!
Faster Python Programs - Measure, don't Guess
Hands-on Intro to aiohttp
Hands-On Web Application Security with Django
Open the Black Box: an Introduction to Model Interpretability in Python
What To Expect When You’re Expecting: A Hands-On Guide to Regression Testing
Meg Ray - Keynote - PyCon 2019
Building Evolutionary API with GraphQL and Python
Hello World of Machine Learning Using Scikit Learn
Introduction to Data Science with Python
IPython and Jupyter in Depth: High productivity, interactive Python
Practical API Security
Python by Immersion
To trust or to test?: Automated testing of scientific projects with pytest
Python Certification
Analyzing Census Data with Pandas
Bayesian Data Science by Simulation
Build Your Own 2D Platformer Game
Dealing with Datetimes
Design Patterns in Python for the Untrained Eye
Lazy Looping in Python: Making and Using Generators and Iterators
Scikit-learn, wrapping your head around machine learning
Writing about Python (Even When You Hate Writing)
Beginning Python for Human People with Feelings
Building data pipelines in Python: Airflow vs scripts soup
Getting started with Kubernetes and container orchestration
Lambda Calculus from the Ground Up
Network Analysis Made Simple
Pandas is for Everyone
Pythonic Objects: idiomatic OOP in Python
Writing Command Line Applications that Click
Advanced Machine Learning
Intro to Visualization
Advanced NumPy
Tensorflow
Around the World in 80 Ways: An Introduction to Working w/ Geodata & Cartopy
PyViz: Easy Visualization and Exploration for all your Data
Introduction to Geospatial Data Analysis with Python
Machine Learning with scikit-learn Part 1
Machine Learning with scikit-learn Part 2
The Sheer Joy of Packaging
3D Visualization with Mayavi
Bayesian Data Science Two Ways: Simulation and Probabilistic Programming
Keras
Matplotlib
NetworkX
Pandas
Scikit-image
SymPy
Advanced data wrangling with pandas
Scikit-learn (1/2)
Scikit-learn (2/2)
Network Science and Statistics - Fundamentals and Applications
Interactive Data Visualization with HoloViews & Bokeh
Introduction to Numerical Computing with NumPy
Parallel Data Analysis in Python
Parallelizing Scientific Python with Dask
scikit image - Image Processing for Python
Signal Processing and Communications Hands On Using scikit dsp comm
Automatic Code Generation with SymPy
Cython for Data, Scientists, and Data Scientists
HDF5 take 2 - h5py & PyTables
From Novice to Data Ninja
Advanced Metaphors in Coding with Python
Best Practices for Debugging
Introduction to Data-Analysis with Pandas
Introduction to Julia for Scientific Computing and Data Science
Introduction to Machine Learning with H2O and Python
Pandas from the Inside / "Big Pandas"
Topic Modelling (and more) with NLP framework Gensim
Julia Tutorial
Applied Time Series Econometrics in Python and R
Build Data Apps by Deploying ML Models as API Services
How do I apply a function to a pandas Series or DataFrame?
How do I create a pandas DataFrame from another object?
How do I change display options in pandas?
How do I avoid a SettingWithCopyWarning in pandas?
How do I find and remove duplicate rows in pandas?
How do I work with dates and times in pandas?
How do I create dummy variables in pandas?
Simulating Robot, Vehicle, Spacecraft, and Animal Motion w/ Python Advanced
Symbolic Computation with Python using SymPy (Beginner)
More of your pandas questions answered!
How do I use pandas with scikit-learn to create Kaggle submissions?
How do I make my pandas DataFrame smaller and faster?
When should I use the "inplace" parameter in pandas?
How do I select multiple rows and columns from a pandas DataFrame?
What do I need to know about the pandas index? (Part 2)
What do I need to know about the pandas index? (Part 1)
How do I handle missing values in pandas?
How do I explore a pandas Series?
When should I use a "groupby" in pandas?
How do I change the data type of a pandas Series?
How do I use string methods in pandas?
How do I use the "axis" parameter in pandas?
Your pandas questions answered!
How do I apply multiple filter criteria to a pandas DataFrame?
How do I filter rows of a pandas DataFrame by column value?
How do I sort a pandas DataFrame or a Series?
How do I remove columns from a pandas DataFrame?
How do I rename columns in a pandas DataFrame?
Why do some pandas commands end with parentheses (and others don't)?
How do I select a pandas Series from a DataFrame?
What is pandas? (Introduction to the Q&A series)
How do I read a tabular data file into pandas?
Building a live face recognition system in the blink of a very slow eye
Matplotlib Plot Tutorial: Histograms, Scatter Plots & Legend
How to evaluate a classifier in scikit-learn
Beginner's Guide to Machine Learning Competitions
How to find the best model parameters in scikit-learn
Software Carpentry 2 Day Scientific Python Course Part 4 of 4
Efficient Python for High Performance Parallel Computing
Modern Optimization Methods in Python
Anatomy of matplotlib
Building Python Data Apps with Blaze and Bokeh
Cython: Blend the Best of Python and C++
Jupyter Advanced Topics Tutorial
Software Carpentry 2 Day Scientific Python Course Part 3 of 4
Analyzing and Manipulating Data with Pandas
Computational Statistics I
Computational Statistics II
Decorating Drones Using Drones to Delve Deeper into Intermediate Python
Geospatial Data with Open Source Tools in Python
Image Analysis in Python with SciPy and Scikit Image
Introduction to NumPy
Machine Learning with Scikit Learn - Part I
Machine Learning with Scikit Learn - Part II
Multibody Dynamics and Control with Python
Software Carpentry 2 Day Scientific Python Course Part 1 of 4
Software Carpentry 2 Day Scientific Python Course Part 2 of 4
Selecting the best model in scikit-learn using cross-validation
Accelerating Scientific Code with Numba
Analysis and transformation of geospatial data using Python
Getting Started with Cloud Foundry for Data Science
How “good” is your model, and how can you make it better?
Data science in Python: pandas, seaborn, scikit-learn
Comparing machine learning models in scikit-learn
Training a machine learning model with scikit-learn
Getting started in scikit-learn with the famous iris dataset
Setting up Python for machine learning: scikit-learn and IPython Notebook
What is machine learning, and how does it work?
Geospatial data in Python: Database, Desktop, and the Web part 1
Geospatial data in Python: Database, Desktop, and the Web part 2
Geospatial data in Python: Database, Desktop and the Web - Part 3
HDF5 is for Lovers part 2
HDF5 is for Lovers, Tutorial part 1
Reproducible Science: Walking the Walk Part 1
Reproducible Science: Walking the Walk Part 2
SymPy Tutorial Part 1
SymPy Tutorial Part 2
SymPy Tutorial Part 3
SymPy Tutorial Part 4
Bokeh - Interactive Visualization for Large Datasets
Introducción a Python Científico
Develop Games with Panda3D and Python
Simple Games for Beginners
Super Advanced Python
Fundamentals of Python Debugging
Kivy - Creating Desktop and Mobile Apps with Python
Model-View-Controller & Pygame
Python 101
Shiny, Let's Be Bad Guys: Exploiting and Mitigating the Top 10 Web App Vulnerabilities - Part 1
Shiny, Let's Be Bad Guys: Exploiting and Mitigating the Top 10 Web App Vulnerabilities - Part 2
Getting started with Plone CMS development - Part 1
Getting started with Plone CMS development - Part 2
Sink or swim: 5 life jackets to throw to New Coders
A Gentle Introduction to Computer Vision
Advanced Machine Learning with scikit-learn
An Introduction to scikit-learn: Machine Learning in Python
Applied Parallel Computing with Python
Contribute with me! Getting started with open source development
Documenting Your Project in Sphinx
Fully Test-Driven Web Development with Django and Selenium
Intermediate Twisted: Test-Driven Networking Software
Introduction to PyGame
Introduction to SQLAlchemy
Python 3 Metaprogramming
Python Epiphanies
Python for Data Analysis
Shiny, Let's Be Bad Guys: Exploiting and Mitigating the Top 10 Web App Vulnerabilities
A beginner's introduction to Pydata: how to build a minimal recommendation engine.
A hands-on introduction to Python for beginning programmers
Analyzing Social Networks with Python
Bayesian statistics made simple
Code to Cloud in under 45 minutes
Digital signal processing through speech, hearing, and Python
Effective Django
Faster Python Programs through Optimization
Going from web pages to web apps with Python
IPython in-depth: high-productivity interactive and parallel python
Learn Python Through Public Data Hacking
Pyramid for Humans
Python beyond the CPU
Python for Programmers: A Project-Based Tutorial
Rapid Web Prototyping with Lightweight Tools
Advanced Matplotlib
How to maintain big app stacks without losing your mind
Pyramid: Lighter, faster, better web apps
PyOhio 2011: Multi-player Games using Panda3D and Python
PyOhio 2011: Python 102
PyOhio 2011: Python 101
PyOhio 2011: Python 102
PyOhio 2011: SqlAlchemy tutorial
PyOhio 2011: Toilets and Teleports - A study in Model-View-Control (MVC)
Objects and classes in Python (and JavaScript)
PyPy hands-on
Advanced Python
Experiences making CPU-bound tasks run much faster
Programmazione MapReduce in Python con Pydoop
Python MapReduce Programming with Pydoop
PyOhio 2010: Python 101 for the .NET Developer
PyOhio 2010: So You Just Took "Python 101" -- What's Next?
PyOhio 2010: Teach Me Python Bugfixing
PyConAU 2010: App Engine 101
Creating Rich Client Applications Using Dabo
Faster Python Programs Through Optimization
Hacking the Social Web with Python
Implementing Domain Specific Languages In Python
Introduction to Django
Introduction to Internet Programming
Introduction to SQLAlchemy
Introduction to Traits
Introduction to Twisted
Mastering Python 3 I/O (part 1)
py.test - Rapid Testing with Minimal Effort
Python 101
Python 102
Python 201: How to Solve It Using Python
Relational Database Applications
wxPython II: Introduction to GUI Programming and MVC
PyCon 2010:Advanced SQL Alchemy
PyCon 2009: Django in the Real World (Part 1 of 3)
PyCon 2009: Django in the Real World (Part 2 of 3)
PyCon 2009: Django in the Real World (Part 3 of 3)
PyCon 2009: Internet Programming with Python (Part 1 of 3)
PyCon 2009: Internet Programming with Python (Part 3 of 3)
PyCon 2009: Internet Programming with Python (Part 2 of 3)
PyCon 2009: Introduction to SQLAlchemy (Part 1 of 3)
PyCon 2009: Introduction to SQLAlchemy (Part 2 of 3)
PyCon 2009: Introduction to SQLAlchemy (Part 3 of 3)
PyCon 2009: Introduction to TurboGears2 and WSGI (Part 2 of 2)
PyCon 2009: Introduction to TurboGears2 and WSGI (Part 1 of 2)
PyCon 2009: py.test II - cross-platform and distributed testing (Part 3 of 3)
PyCon 2009: py.test II - cross-platform and distributed testing (Part 1 of 3)
PyCon 2009: py.test II - cross-platform and distributed testing (Part 2 of 3)
PyCon 2009: The Big F'ing Tutorial: Development Using the repoze.bfg Web Framework (Part 2 of 3)
PyCon 2009: The Big F'ing Tutorial: Development Using the repoze.bfg Web Framework (Part 3 of 3)
PyCon 2009: The Big F'ing Tutorial: Development Using the repoze.bfg Web Framework (Part 1 of 3)
PyCon 2009: Using Twisted Deferreds (Part 1 of 3)
PyCon 2009: Using Twisted Deferreds (Part 2 of 3)
PyCon 2009: Using Twisted Deferreds (Part 3 of 3)