#497: Outlier Detection with Python

#497: Outlier Detection with Python

Have you ever wondered why certain data points stand out so dramatically? They might hold the key to everything from fraud detection to groundbreaking discoveries. This week on Talk Python to Me, we dive into the world of outlier detection with Python with Brett Kennedy. You'll learn how outliers can signal errors, highlight novel insights, or even reveal hidden patterns lurking in the data you thought you understood. We'll explore fresh research developments, practical use cases, and how outlier detection compares to other core data science tasks like prediction and clustering. If you're ready to spot those game-changing anomalies in your own projects, stay tuned.

Episoder(545)

#24: Fluent Python

#24: Fluent Python

Are you fluent in Python or do you speak the language with an accent? Maybe you have a hint of C++ in your for-in loop or even a little C# coming through in your function names.

8 Sep 20151h 8min

#23: 3D Printing with Python at Authentise

#23: 3D Printing with Python at Authentise

You've heard of the full-stack developer and full-stack Python, but this week Authentise is taking it to a new level with Python all the way from the cloud to the client to the printer.

1 Sep 201547min

#22: CPython Internals and Learning Python with pythontutor.com

#22: CPython Internals and Learning Python with pythontutor.com

It's time to look deep within the machine and understand what *really* happens when your Python code executes. We're code-walking through the CPython code and visualizing it at pythontutor.com.

25 Aug 20151h 2min

#21: PyPy - The JIT Compiled Python Implementation

#21: PyPy - The JIT Compiled Python Implementation

Is your Python code running a little slow? Did you know that the PyPy runtime could make it run up to 10x faster? Seriously! Maciej Fijalkowski is here to tell us all about it. This episode is all abo...

18 Aug 201553min

#20: Interactive Python and Teaching Python: Beyond Text Books

#20: Interactive Python and Teaching Python: Beyond Text Books

What if your computer science textbooks could run their python code samples and that code ran directly in your browser, kinda like JavaScript but better, because: Python. It is possible and Brad Mille...

11 Aug 201548min

#19: Automate the Boring Stuff with Python

#19: Automate the Boring Stuff with Python

Some of the things we do in life are tedious and boring. It's the kind of thing that machines or robots could do. So let's build those machines!

4 Aug 201541min

#18: Python Anti-patterns and other mistakes

#18: Python Anti-patterns and other mistakes

Often the most important lessons we learn is what NOT to do. Show #18 is all about BAD Python code and Python Antipatterns with Andreas Dewes. Listen in to learn about the "Empty Intern Except Block" ...

28 Jul 201548min

#17: Python on bare metal with MicroPython

#17: Python on bare metal with MicroPython

How many layers of abstraction and indirection are between your python code and machine instructions? What if that number could be 1 and Python itself was the operating system? That would be so amazin...

21 Jul 201551min

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