Department of Computer Science - University of Texas at Austin

Academy for AI

Through hands-on projects and mentorship from UT faculty, you’ll dive into coding with Python to train your own models, test their performance, and explore the ethical and social impacts of machine ...
Analytics Insight

Three Ways to Speed Up Python Code With Numba: A Practical Guide

Overview: Numba is a just-in-time (JIT) compiler that turns Python functions into fast machine code. In one tested example, a ...
Science

Real-time single-molecule imaging in zebrafish embryos uncovers noncanonical translation

Precise spatiotemporal control of protein synthesis is essential during embryogenesis, yet directly measuring translation ...

[Eliminate 4,100 Hours of Annual Emergency Response] Building a Pipeline for Automatic Detection of 'Invisible Micro-Abnormalities' in Production Lines Using Polars, STOMP, and ...

What is the most exhausting factor for maintenance teams in manufacturing facilities?It is the sudden line stoppages (major breakdowns), late-night emergency calls, and the 'scramble maintenance' ...

Python removal index identifies large females as key targets for limiting population growth

When it comes to removing Burmese pythons, one snake does not equal another. A new study by researchers at the University of Florida Institute of Food and Agricultural Sciences (UF/IFAS) offers ...
note

For Python Beginners | Understanding Lists and Indexes with Diagrams

When studying Python, you will come across code like the following. data = [10, 20, 30] Even if you understand that numbers are lined up, when data[0] or data[1] appear, it is easy to get confused, ...
learn

Microsoft Spark Utilities (MSSparkUtils) for Fabric

Microsoft Spark Utilities (MSSparkUtils) is a built-in package that helps you easily perform common tasks. Use MSSparkUtils to work with file systems, get environment variables, chain notebooks ...
Hackster

MyPalletizer Buddy: A Hardware-in-the-Loop AI Agent

Let's beal for a second. Clicking 'Y' or 'N' in a terminal to approve an AI's tool execution is boring. As developers, we spend all day staring at text editors and CLI prompts. When you're using ...
letsdatascience

Python Machine Learning Interview Questions for Data Scientists

Implement ML algorithms from scratch in Python and answer the conceptual questions that trip up candidates. Covers logistic regression, K-means, ROC-AUC, cross-validation, feature engineering, ...
howtogeek

7 Python mistakes That make your code slow (and the fixes that matter)

Aggy is a veteran writer and editor in the technology and gaming space. Having served as a Managing Editor for high-traffic digital publications, alongside being an editor and consultant for over a ...
habr

Разбор threading vs multiprocessing vs asyncio в Python

Также применимы структуры совместной памяти, например, Value и Array. В новых версиях Python (3.8 и выше) стала доступна полноценная shared memory. Что делают основные механизмы модуля: ...