Real-Time Browser-Ready Computer Vision Apps with Streamlit
Learn to build real-time computer vision applications for browsers using Streamlit and streamlit-webrtc, with demos of object detection, speech-to-text, and style transfer.
Revolutionizing Education - How Python is Essential Beyond Computer Science
Explore the integration of Python in non-computing fields, its impact on student understanding, and the potential to revolutionize education across disciplines. Gain insights from case studies and recommendations for implementation.
Creating the Next Generation of Billionaires - Part 4
Explore how young people use Python to analyze real-world issues like climate change and population growth, showcasing the impact of early programming education on problem-solving skills.
PyArrow and the Future of Data Analytics
Explore PyArrow's transformative impact on data analytics, covering its in-memory format, disk format, network protocol, dataframe library, and query engine integration with NumPy and Pandas.
Writing Faster Python 3
Learn practical techniques for optimizing Python code performance, including efficient data structures, built-in functions, and alternatives to loops, with real-world examples and benchmarks.
Forget Mono vs. Multi-Repo - Building Centralized Git Workflows with Python
Discover a Python-based solution for unified Git workflows, transcending the mono vs. multi-repo debate and significantly enhancing CI/CD efficiency across all services.
Build-A-Database with Python
Unlock the inner workings of databases by building one from scratch using Python. Learn to create interfaces, implement data storage, and optimize performance with B-tree indexes.
Maps with Django
Learn to create interactive web maps using Django's GeoDjango module, from simple Spatialite-based maps to complex PostGIS-powered solutions, without relying on external services.
When gRPC Met Python
Explore gRPC in Python: Learn about Protocol Buffers, build a basic gRPC service, and discover how to create communicating clients and servers for efficient, scalable distributed systems.
Robyn - An Async Python Web Framework with a Rust Runtime
Explore Robyn, a high-performance async Python web framework with a Rust runtime. Learn its creation, technical decisions, performance benefits, and future plans for web app development.
Build Your Own Playlist Recommender System with Python Using Your GDPR Data
Learn to create a personalized playlist recommender system using Python and Spotify GDPR data. Analyze listening history, enrich with audio features, and rediscover forgotten favorites from your past.
Python for Arts, Humanities and Social Sciences
Discover how Python and data science tools can revolutionize research in arts, humanities, and social sciences. Learn practical tips for overcoming programming fears and applying data-driven methods to real-world problems.
Try Something Different - Explore MicroPython - A Rough Guide for Newcomers
Discover MicroPython: a Python implementation for microcontrollers. Learn about its applications, from educational boards to commercial use, and explore the vibrant community behind this innovative technology.
Automated Refactoring Large Python Codebases
Learn to build automated refactoring tools using LibCST and MonkeyType for large Python codebases, and automate code reviews with GitPython/PyGithub to improve code quality at scale.
Saving Lives with Predictive Geo - AI
Explore geospatial Python libraries for Multi-Criteria Decision making, including imagery dataset processing, overlay analysis, and zonal statistics. Learn to create intuitive geo-visualization portals using vector tiles.
Demystifying Python’s Internals - Diving into CPython by Implementing a Pipe Operator
Dive into CPython's source code by implementing a pipe operator, exploring grammar, syntax trees, and core internals. Learn to navigate and modify Python's codebase for better understanding and potential contributions.
Super Search with OpenSearch and Python
Explore OpenSearch's search and aggregation capabilities for semi-structured data, and learn to integrate powerful search functionalities into Python applications.
Clean Architectures in Python
Explore layered software design for maintainable, loosely coupled systems. Learn to implement clean architecture principles in Python, enhancing testability and reducing framework dependence.
Tales of Python Security
Explore recent CPython security issues, learn responsible reporting, and discover best practices for protection and response in this informative session on Python ecosystem vulnerabilities.
Game Development with CircuitPython
Learn to create simple games on small devices using CircuitPython. Explore hardware options, libraries, and practical examples to kickstart your game development journey with minimal setup.
Rapid Prototyping in BBC News with Python and AWS
Explore rapid prototyping techniques for news innovation using Python and AWS, focusing on efficient project cycles, ideation methods, and cloud technologies for accelerated delivery.