Sentiment Analysis, Fourier Transforms + More Python Data Science | Real Python Podcast #36

Are you interested in learning more about Natural Language Processing? Have you heard of sentiment analysis? This week on the show, Kyle Stratis returns to talk about his new article titled, Use Sentiment Analysis With Python to Classify Movie Reviews. David Amos is also here, and all of us cover another batch of PyCoder’s Weekly articles and projects.

Kyle discusses an article about distance metrics for machine learning. David shares a Real Python article about Python signal processing and Fourier transforms with scipy.fft. We also cover several other articles and projects from the Python community including, simulating real-world processes in Python with SimPy, working with Microsoft Excel using Python and OpenPyXL, why running code during import is a bad idea, what I wish I knew as a junior dev, the Raspberry Pi 400 personal computer, dynamic sky replacement and harmonization in videos with SkyAR.

Topics:

- 00:00:00 -- Introduction
- 00:02:56 -- Use Sentiment Analysis With Python to Classify Movie Reviews
- 00:09:49 -- OpenPyXL: Working with Microsoft Excel Using Python
- 00:12:41 -- An Illustration of Why Running Code During Import Is a Bad Idea
- 00:16:52 -- Distance Metrics for Machine Learning
- 00:22:52 -- Sponsor: Linode.com
- 00:22:52 -- What I Wish I Knew as a Junior Dev
- 00:35:29 -- Fourier Transforms With scipy.fft: Python Signal Processing
- 00:39:44 -- Simulating Real-World Processes in Python With SimPy
- 00:43:30 -- Video Course Spotlight
- 00:44:35 -- Raspberry Pi 400 Personal Computer Kit Now Available
- 00:49:55 -- SkyAR: Dynamic Sky Replacement and Harmonization in Videos
- 00:52:04 -- Creating an Idea Factory with Roam Research
- 00:56:02 -- Thanks and goodbye

? Links from the show: https://realpython.com/podcasts/rpp/36/