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Tagged “Data Science”
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Python Performance, Testing, and Deployment Tools
In this episode, Michael Kennedy and Brian Atkin discuss industry news, focusing on tools to enhance Python development, testing, and execution. The conversation begins with a look at the Tenacity library for resilient retries and the Mu I…
28m 50s -
Python Documentation, Security, and Ecosystem Growth
This episode explores diverse aspects of the Python ecosystem, starting with the importance of intentional code commenting and documentation. The hosts discuss the new security vulnerability alerts for Python now integrated into GitHub's d…
23m 08s -
Python Byte-Sized News: PyTest, Qt, MongoDB, and Packaging
In this episode, Michael Kennedy and Brian Okken cover the latest developments in the Python ecosystem. The conversation begins with a deep dive into the internal API cleanups in PyTest 3.6.0, followed by an exploration of the promising ne…
27m 31s -
Python Bytes Episode 74: Community, Data, and Tools
In episode 74 of Python Bytes, Michael Kennedy, Brian Akin, and guest Matt Harrison explore the thriving state of the Python ecosystem. The conversation covers the vital importance of engaging with open source projects to boost career pros…
24m 51s -
Python Bytes Episode 68: Notebooks and Tooling Updates
In this episode, Michael Kennedy and Brian Akin explore the evolving Python landscape, focusing on utility and the massive innovation occurring within the Jupyter notebook space. They introduce dumb pypi for simple local repository managem…
19m 09s -
Python Updates: OOP, MongoDB Transactions, & Packaging
Episode 66 of Python Bytes explores essential updates for the modern Python ecosystem. The hosts delve into the nuances of object-oriented programming, specifically the explicit use of base class constructors in Python 3. The episode highl…
21m 43s -
Python Tools, Learning Pathways, and Migration Guides
This episode covers diverse topics in the Python ecosystem, ranging from visualization libraries like PyGal to advanced performance profiling in Python 3.7 using the new -X importtime flag. The hosts highlight the value of community-driven…
27m 07s -
Python Tooling: Retox, Robo3T, Regular Expressions, and Excel
In this episode, Michael Kennedy and Brian Akin explore a variety of essential tools for the Python ecosystem. Key highlights include Retox, a GUI-based test runner that facilitates parallel testing across different environments, and Robo3…
15m 48s -
Python Developer Tools: Pendulum, Celery, and Requestium
This episode of Python Bytes covers essential tools for modern Python development. We start with Pendulum, a library that simplifies date and time manipulation with a beautiful interface. For web developers, we discuss the power of Celery …
16m 29s -
Python Insights: Line Lengths, NumPy Trends, and Growth
This episode of Python Bytes covers a wide spectrum of the Python ecosystem, starting with a fascinating statistical analysis of code line lengths in major packages like NumPy and Scikit-Learn. The hosts delve into the strategic decision b…
22m 10s -
Python Bytes Ep 51: Policing Analytics, PyPy, and IoT
Episode 51 of Python Bytes covers a wide range of topics essential for the Python community. The hosts explore the practical application of data science in analyzing public policing records, highlighting both the power of tools like Jupyte…
21m 33s -
Python Data Viz, Garbage Collection, and WSGI Trends
In this episode, Michael Kennedy and Brian Aukin delve into a wealth of tools and concepts for the Python community. They feature the Python Graph Gallery for data visualization and recommend the PyNesis library for AWS-based stream proces…
17m 50s -
Python Development: PyPy Updates, Security, and Tools
In this episode, Michael Kennedy and Brian Aukin discuss major advancements in PyPy 5.9, specifically the new support for NumPy and Pandas, marking a significant milestone for performance-critical applications. The conversation explores th…
16m 44s -
Python Developer Updates: Tools, Testing, and Packaging
This episode of Python Bytes covers a variety of essential tools for the modern Python ecosystem. Key discussions include the SciPy Lecture Notes for scientific computing, a guide to using desktop notifications via notify2 for system monit…
16m 51s -
Python Developer News: Kenneth Reitz Tools, Growth & Trends
In this episode, Michael Kennedy and Brian Okken reunite to discuss a flurry of new Python tools, including Kenneth Reitz's latest releases: Homebrew Pythons, requests-threads, and useful background automation utilities. The hosts delve in…
23m 52s -
Python Data Structures, Concurrency, and Debugging
This episode of Python Bytes covers a wide range of topics essential for Python developers. The conversation begins with a look at LOLViz for visualizing complex data structures and Odo for efficient cross-format data migration. The hosts …
23m 21s -
Python Style, Fedora Science, and Industry Trends
This episode of Python Bytes covers foundational best practices in coding, framing code as a refined form of poetry to maximize readability and maintainability. The hosts discuss the Fedora Python Classroom Lab, an excellent resource for d…
22m 34s -
Python 3.6.2 Updates, AI Ethics, & Career Trends
In this episode, we dive into the technical details of Python 3.6.2, focusing on critical security patches and improved build reliability for Windows. We discuss the debate between using docstrings versus standard comments and highlight th…
24m 44s -
Python Updates: Dash, Performance, and Packaging
In this episode, Michael and Brian explore the latest in the Python ecosystem. They feature Dash by Plotly, a powerful new tool for creating interactive web apps directly in Python. The conversation then shifts to the crucial topic of Pyth…
23m 10s -
Python Development Tools and Creative Automation
In this episode of Python Bytes, Michael Kennedy and Brian Okken explore a variety of Python tools and community projects. They discuss modern command-line interface tools like prompt_toolkit that make terminal applications more interactiv…
19m 44s -
Python Developer News: In-Database ML and Open Source
Episode 25 of Python Bytes explores significant advancements in the Python ecosystem. Microsoft has introduced in-database machine learning for SQL Server, allowing for high-performance Python execution without process boundaries. The epis…
17m 53s -
Python Development: Hashing, APIs, and Best Practices
In this episode, we explore the power of perceptual hashing to identify duplicate images efficiently without needing heavy machine learning. We examine a variety of useful Google open source projects, including Python Fire and OAuth2L, whi…
23m 48s -
Python Bytes Episode 12: Performance and Best Practices
In this episode of Python Bytes, Michael Kennedy and Brian Aukin cover critical aspects of the Python ecosystem. They discuss the importance of understanding functions as first-class objects and share insights into meta-programming. The ho…
19m 04s -
Python Updates: Requests, Strategy, and Tooling
Episode 5 of Python Bytes explores critical updates and community trends. It highlights the challenges of maintaining large-scale projects like the Requests library, noting that library maintainers must balance strict validation with user …
18m 30s
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