#477: Awesome Text Tricks with NLP and spaCy

#477: Awesome Text Tricks with NLP and spaCy

Do you have text that you want to process automatically? Maybe you want to pull out key products or topics of conversation? Maybe you want to get the sentiment? The possibilities are many with this week's topic: NLP with spaCy and Python. Our guest, Vincent D. Warmerdam, has worked on spaCy and other tools at Explosion AI and he's here to give us his tips and tricks for working with text from Python.

Episoder(523)

#155: Practical steps for moving to Python 3

#155: Practical steps for moving to Python 3

Since 2008 there has been this tension in Python where the much of the effort to improve Python has been on Python 3 whereas many developers were left stuck on Python 2 primarily because important packages were not yet Python 3 capable.

16 Mar 20181h 3min

#154: Python in Biology and Genomics

#154: Python in Biology and Genomics

Python is often used in big-data situations. One of the more personal sources of large data sets is our own genetic code. Of course, as Python grows stronger in data science, it's finding its place in biology and genetics.

7 Mar 201858min

#153: How Python Evolves

#153: How Python Evolves

If you have spent some time in the Python community, you have probably heard the term PEP which stands for Python Enhancement Proposal. In fact, the very first one was created in June 2000 which defines the PEP process.

1 Mar 20181h 22min

#152: Understanding and using Python's AST

#152: Understanding and using Python's AST

Have you heard about ASTs? Maybe that was in the context of compilers or parsers? They are an powerful data structure that we all use but often indirectly. They are just an, well, abstract idea to most of us.

23 Feb 201851min

#151: Gradual Typing of Production Applications

#151: Gradual Typing of Production Applications

I hope you using Python 3 these days. One of its powerful new features is type annotations. This lets you build and maintain large-scale Python projects with much more ease and confidence.

16 Feb 20181h 9min

#150: Technical Lessons Learned from Pythonic Refactoring

#150: Technical Lessons Learned from Pythonic Refactoring

Does your code smell? Have a weird fragrance? It turns out code smells are a real thing and an amazing conceptualization of suboptimal design. This week you'll meet Yenny Cheung who has some practical and real-world advice on using refactoring in Python to improve your code and wash away those code smells.

8 Feb 201859min

#149: 4 Python Web Frameworks, Compared

#149: 4 Python Web Frameworks, Compared

Are you considering getting into web programming? Choosing a web framework (like Pyramid, Flask, or Django) can be daunting. It would be great to see them all build out the same application and compare the results side-by-side.

2 Feb 201857min

#148: Python Book Authors'  Panel Discussion

#148: Python Book Authors' Panel Discussion

Are you a fan of developer and technical books? Ever wonder what went into the writing of your favorite Python book? This week we peek inside the world of book authorship with a panel of renowned developer-focused authors. You'll meet Katharine Jarmul, Bruce Eckel, Luciano Ramalho, Dan Bader, and Brian Okken.

28 Jan 20181h 2min

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