Azure AI Computer Vision OCR: Image and Document Intelligence Services
Aprende a utilizar Azure AI Services para OCR de imágenes y documentos con Computer Vision y Document Intelligence.
Deploying a Multimodal Chatbot with Gemini Pro and Streamlit on Google App Engine
Desarrolla un chatbot multimodal con Vertex AI, Gemini Pro y Streamlit, y despliégalo en Google App Engine para aplicaciones de aprendizaje automático.
Google App Engine: Deploy Machine Learning Applications in Google Cloud
Deploy machine learning applications on Google Cloud using App Engine. Learn to leverage cloud infrastructure for scalable ML solutions.
MLOps MLflow: Time Series Forecasting with SkTime and Prophet
Explore time series forecasting using SkTime and Prophet libraries in MLflow, enhancing your MLOps skills with practical implementation.
Azure AI Studio and OpenAI Studio - Python SDK for Machine Learning and Data Science
Explore Azure AI and OpenAI Studio, learn Python SDK usage, and discover practical examples for machine learning and data science applications.
Simplifying Scientific Python Package Installation and Usage in HPC Environments
Simplify scientific Python package installation in HPC environments with a new tool that reduces errors and enables sharing among users.
A Nearly Tight Analysis of Greedy k-means++
Explore the greedy k-means++ algorithm's performance, analyzing its approximation guarantees and comparing it to the original k-means++ method for solving the k-means problem.
The Missing Python Introduction for Scientists - Performance and Efficiency
Explore Python's internals, performance optimization, and essential scientific libraries. Learn to write efficient code and choose the right tools for scientific computing tasks.
Perun: Keep Your Project's Performance Under Control
Explore Perun, an open-source tool for managing project performance. Learn to detect issues, analyze changes, and generate inputs to uncover potential vulnerabilities.
Secure Python Development: Tips, Tricks, and Tools
Explore Python-specific security challenges and solutions, including package management, SAST, and best practices for DevOps environments.
EDA Techniques for Data Analysis
Explore powerful Exploratory Data Analysis techniques for cleaning, visualizing, and understanding datasets to drive insights and inform decision-making in business contexts.
The Story of the Anaconda Backend - Modularizing a Legacy System Installer
Explore the journey of modularizing Anaconda, the Linux system installer, and learn about the challenges faced in implementing a D-Bus backend for a new web UI.
A New Way to __init_subclass__ for Python Automation
Explore metaprogramming techniques to automate Python class initialization, reducing manual intervention and enhancing code flexibility for diverse data handling scenarios.
How to Make Python Faster: AOT, JIT and NoGIL Technologies
Explore AOT, JIT, and noGIL technologies to boost Python performance. Learn about Numba, mypyc, and GIL-free Python variants for faster application execution.
High Speed Query Execution with Accelerators and C++ - Lecture
Explore advanced techniques for accelerating big data analytics using C++ and custom hardware, combining metaprogramming and novel processor architectures for optimized query execution.
The Surprising Complexity of Formatting Ranges in C++ - CppCon 2022
Explore the intricacies of formatting ranges and tuples in C++, delving into std::format API, technical challenges, and future developments for C++23 and beyond.
Frictionless Software Development for Arm-based Clouds
Migrate workloads to Arm-based cloud instances for better performance, lower costs, and sustainability. Learn through hands-on examples and demonstrations on various cloud platforms.
Juju Charmed Operator Debugging with Jhack
Explore jhack CLI devtool for Juju charms, learning its popular commands and advanced debugging techniques for operator framework charms.
Terraforming Your Juju World: The Many Ways to Run Operators - Operator Day Europe 2023
Explore integrating Juju with Terraform for enhanced infrastructure provisioning and application lifecycle management. Learn about use cases and roadmaps for Juju tools and libraries.
Fast and Reusable GitHub CI - Community Workshop
Optimize GitHub CI with caching, parallel testing, and shared workflows for faster, more efficient charm development and integration testing.
LLM Projects - A Quick Tutorial on Multi-Agent Workflows with AutoGen
Explore multi-agent workflows using AutoGen framework for RAG-based question answering with Wikipedia integration. Learn to implement and leverage this powerful approach for dynamic information retrieval.