#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(542)

#37: Python Cybersecurity and Penetration Testing

#37: Python Cybersecurity and Penetration Testing

How secure is your application? Do you know the main vulnerabilities that most apps suffer from? How would you even start answer these questions? On this episode of Talk Python To Me, Justin Seitz is ...

8 Des 20151h 4min

#36: Python IDEs with the PyCharm team

#36: Python IDEs with the PyCharm team

As a software developer, what's the most important application on your computer? If your answer is Microsoft Outlook, my heart goes out to you - stay strong! But for most of us, it's probably a toss u...

1 Des 201559min

#35: Turbogears and the future of Python web frameworks

#35: Turbogears and the future of Python web frameworks

Do you have a new web project coming up? Are you thinking of choosing Django or maybe Flask? Those are excellent frameworks, but you might also want to check out TurboGears.

24 Nov 20151h 1min

#34: Continuum: Scientific Python and The Business of Open Source

#34: Continuum: Scientific Python and The Business of Open Source

What if you built a product that dramatically improved how hundreds of free, open source Python libraries worked together, gave it to the world for free, and then built a thriving business on it? It's...

17 Nov 201559min

#33: OpenStack: Cloud computing built on Python

#33: OpenStack: Cloud computing built on Python

You've probably heard of Infrastructure-as-a-services (IaaS) cloud providers such as Amazon's AWS, with EC2 in particular, and to a lesser degree Microsoft's Azure cloud platform. But have you hear of...

10 Nov 201556min

#32: PyPy.js - PyPy Python in Your Browser

#32: PyPy.js - PyPy Python in Your Browser

Imagine a future where you are building that rich, client-side web app. You start by creating some backend services in Flask or Node, an HTML page, throw in a few divs and uls, and then you type [scri...

3 Nov 201559min

#31: Machine Learning with Python and scikit-learn

#31: Machine Learning with Python and scikit-learn

Machine learning allows computers to find hidden insights without being explicitly programmed where to look or what to look for. Thanks to the work of some dedicated developers, Python has one of the ...

27 Okt 201549min

#30: Python Community and Python at Dropbox

#30: Python Community and Python at Dropbox

What does it mean to be a leader in the Python community? Contributing to open source? Speaking at conferences? Starting the largest user group? Writing a book? Being a core contributor? The answer is...

20 Okt 201546min

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