Here are a few simple tips for making better use of Colab's capabilities while you play around with it. To be clear, these aren't hidden hacks, but a handy collection of documented (and further clarified) functionality that may be essential. 1. Using a Free GPU Runtime Select "Runtime,...
Every data professional must understand the core functionality of these tools to perform data analysis, machine learning, data engineering, and business intelligence tasks. 10. pandas pandas is a gateway into the world of data science. The first thing you learn as a beginner is to load a CSV...
Data Science Here’s how to use Autoencoders to detect signals with anomalies in a few lines of… Piero Paialunga August 21, 2024 12 min read 3 AI Use Cases (That Are Not a Chatbot) Machine Learning Feature engineering, structuring unstructured data, and lead scoring ...
Hugging Face's Datasets library is, in essence, a packaged collection of publicly-available NLP datasets with a common set of APIs and data formats, as well as some ancillary functionality. The largest hub of ready-to-use NLP datasets for ML models with fast, easy-to-use and efficient data...
JSON as a Python package all likely be the most efficient way to save the scared data. The ubiquitous ‘pandas’ package offers the same functionality and deserves mention here as well. Using the built-in ‘re’ package, the script will need to write the scraped data to a file and save...
The search functionality makes it easy to find modules that are loaded by our system which we know we aren’t using. We can then unload these modules (with theukey). Pressing theikey lets us load a kernel module. We can reload a module withALT + rThis kills the module and restarts ...
If your system has a frugal dollop of RAM or a feeble CPU, I’d recommend htop rather than gtop. gtop is also missing some useful functionality such as killing, filtering and searching processes, and there’s no configuration options. But the software offers a very different perspective to...
utilities. For this article, we’ll look at Timeshift, a graphical and command-line tool similar to the System Restore functionality offered by Windows, and the Time Machine Tool in Mac OS. For details of all tools in this series, please check the table at the summary page of this ...
The software is similar in functionality to True Image and Norton Ghost, two proprietary solutions. While Linux is well blessed with backup software to save and restore your data, there aren’t many applications that offer disk imaging.