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Tagged “Data Science”
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Python Tooling, Data Science Ethics, and Deep Learning
In this episode, we dive into modern Python development, focusing on convenient CLI libraries like Typer and Clize, and production-grade configuration for uWSGI. We also explore the ethical challenges in data science, detailing a major sca…
28m 30s -
Python Byte-Sized News: Type Hints, Executables & Data
This episode of Python Bytes covers a variety of essential topics to boost your development workflow. The hosts emphasize the growing importance of Type Hints for better IDE support and code clarity, while also providing practical tips for…
28m 43s -
Python in Banking, GitHub Security, and Testing Tools
This episode covers the shifting landscape of professional programming, starting with Python's dominance replacing Excel in the high-speed world of financial modeling. The hosts discuss the new GitHub Security Lab, which incentivizes open-…
26m 05s -
Python Type Checking, Async Tools, and Memory Management
Episode 149 of Python Bytes explores the growing importance and benefits of type hinting in large codebases like Dropbox's 4-million-line project. The hosts analyze the role of IDEs like Visual Studio Code for modern Python workflows, incl…
37m 18s -
Python Release Cycles, ASGI, and Django 3.0 Updates
This episode covers significant changes in the Python ecosystem, notably the potential move to an annual release cadence via PEP 602 and the upcoming release of Django 3.0, which features native ASGI support for asynchronous web developmen…
24m 03s -
Python Updates: Friendly Tracebacks, Data Analysis & Tools
Episode 145 dives into key Python developments and community research. The discussion features Friendly Traceback, a tool designed to demystify complex error messages for students. Insights from the 2019 Pandas User Survey reveal the shift…
34m 24s -
Python Ecosystem Trends: R, Python 3, and Modern Tips
This episode of Python Bytes covers the dramatic shift in programming popularity, where Python has cemently surpassed R as the go-to language for both software development and data science. The hosts dive into technical nuances, including …
32m 24s -
CircuitPython, Data Science Trends, and Web Containers
In this episode of Python Bytes, Michael Kennedy and Brian Akin discuss the evolution of CircuitPython for embedded systems and the trend of Python replacing R in data science. The conversation shifts to the history of containerization, in…
30m 19s -
Python for Black Holes, WebAssembly, and IoT Gadgets
This episode of Python Bytes covers a wide range of topics, starting with the innovative use of Python libraries such as NumPy, SciPy, and Matplotlib in the historic project to image a black hole. The hosts explore new technical ground wit…
30m 10s -
Python Development Highlights from PyCascades 2019
This episode of Python Bytes covers exciting updates from the PyCascades conference. The discussion highlights Dropbox's successful migration to Python 3 with the help of MyPy, and the growing influence of Python in the network automation …
22m 13s -
Python Development: Frozen Flask, Pipx, and Data Science
This episode covers a diverse range of topics for the Python community. We dive into Frozen Flask for creating static sites, look at pipx for reliable binary installation, and discuss the shift in data science toward professional software …
25m 54s -
Python Data Insights, Hardware, and Security
In this episode, the hosts dive into a variety of Python-centric topics, starting with Great Expectations, a library for data validation that brings structure to data pipelines. The team then explores hardware programming with CircuitPytho…
28m 58s -
Python Standard Library Debates and Packaging Trends
This episode of Python Bytes covers the nuanced debate surrounding the future size and scope of the Python standard library, with discussions on potentially moving towards a curated, modular distribution. The hosts explore new advancements…
28m 33s -
Python Governance, Pathlib, and LogGuru Essentials
In this episode, we explore powerful new tools to modernize your Python workflow. We dive into LogGuru for simplified, robust logging and discuss why transitioning to pathlib is a must for modern path manipulation. The episode covers the m…
34m 16s -
Python Descriptors, Data Science Trends, and Tooling
In episode 109, hosts Michael Kennedy and Brian Aukin delve into essential Python concepts and data science workflows. The discussion kicks off by demystifying descriptors, a powerful technique for cleaner getters and setters in object-ori…
20m 45s -
Optimizing Python Workflows and Django Insights
In this episode, we dive into tools for cleaner code and better security. We explore PyJanitor, a library that provides a fluent API for easier Pandas data manipulation, and discuss James Powell's insightful PyData presentation on masterin…
21m 51s -
Python Data Tools, GUIs, AI in Health, and Advent of Code
In this episode of Python Bytes, we explore tools for data manipulation including Glom for restructuring nested data and Pampy for intuitive pattern matching. We discuss the simplicity of Traits UI for generating forms in scientific comput…
22m 50s -
Python Bytes: ML Visualization, IoT in VS Code & Core Dev
This episode of Python Bytes explores a variety of cutting-edge tools and community topics. Key discussions include the impressive Deoldify project which uses deep learning to colorize vintage photos, and the PlatformIO IDE which brings ad…
24m 15s -
Python Updates: Packaging, Data Science, and Governance
This episode of Python Bytes covers a wide range of essential updates for the Python ecosystem. The conversation begins with a focus on modern packaging techniques using PyProject.toml and the merits of clear open-source documentation. The…
30m 07s -
Python Development, Chaos Engineering, and PC Tools
In this episode, we dive into the intersection of modern Python and high-performance computing. We highlight the FEniCS project for solving complex equations and explore how the Cursive RE library simplifies regular expressions. We examine…
27m 06s -
Python Bytes 101: Asterisks, Web Frameworks, and More
In this episode, Michael and Brian celebrate 101 episodes by unpacking the versatile uses of Python asterisks and examining the high-performance Responder web framework. They highlight the importance of open-source reproducibility in acade…
21m 34s -
Python Ecosystem: Design Patterns, Arctic, and Governance
In this episode, the hosts explore the application of traditional architectural design patterns in Python and introduce Arctic, a high-performance framework for time series data analysis using MongoDB and Pandas. The discussion moves to th…
23m 49s -
Python Scripting, PyIodide, and Automated Security
This episode covers diverse tools to improve Python workflows. The hosts discuss the benefits of transitioning from shell scripting to Python for DevOps tasks and highlight the groundbreaking PyIodide project, which brings CPython and data…
24m 15s -
Python Popularity, MyPyC Compiler, and Jupyter Innovation
In this episode, we explore Python's continued dominance as the top programming language according to IEEE, with a special focus on its growing influence in embedded systems. We delve into an exciting development from Dropbox called MyPyC,…
26m 57s -
Python Data Analysis, GUIs, Async Django, and Audio Processing
This episode of Python Bytes covers a variety of tools and concepts, starting with the effectiveness of Jupyter Notebooks for transparent, iterative data analysis. The hosts explore practical solutions for UI development using the simple-t…
25m 18s
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