Mar 12 · 15 min read · TLDR: This is a practical, notebook-style quantization guide for Google Colab and Hugging Face. You will quantize real models, run inference, compare memory/latency, and learn when to use 4-bit NF4 vs
Join discussionJan 17 · 3 min read · Many students believe that using Kaggle datasets in Google Colab is difficult. They usually follow a long and frustrating process: Download dataset from Kaggle Upload it to Google Drive Mount Drive in Colab Extract files Fix directory paths Fo...
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Jan 11 · 4 min read · As Generative AI becomes more accessible, one of the first decisions developers face is where to run Large Language Models (LLMs). Should you run them locally on your own machine, or use cloud-based GPUs? Instead of treating this as a theoretical deb...
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Nov 18, 2025 · 5 min read · Introduction : Quand Votre IDE Préféré Rencontre la Puissance du Cloud Dans l'univers de la data science et du machine learning, les développeurs ont longtemps dû choisir entre deux mondes : travailler dans un environnement cloud comme Google Colab p...
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Nov 16, 2025 · 7 min read · For years, a subtle but significant divide has existed in the workflow of millions of developers, data scientists, and AI researchers. On one side stood Visual Studio Code, the fast, lightweight, and endlessly customizable code editor beloved by the ...
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Oct 10, 2025 · 1 min read · Connecting Google Colaboratory (Colab) Python To PostgreSQL, MySQL, MS SQL and SQLITE Databases Big Data Processing with HADOOP and SPARK in Python on COLAB Several Ways Of Importing Text Data Into Python COLAB For Textual Analysis Merge Word Docu...
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Sep 11, 2025 · 9 min read · ¡Bienvenido de nuevo a "El Puente al Machine Learning"! En el capítulo anterior, conectamos nuestro entorno a un origen de datos. Ahora, vamos a arremangarnos y hacer lo que define el 80% del trabajo de un analista: la limpieza de datos. Seguro te ha...
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Aug 26, 2025 · 9 min read · ¡Bienvenido al tercer capítulo de "El Puente al Machine Learning"! En el post anterior, instalamos nuestro laboratorio de ciencia de datos. Ahora que tienes tu entorno listo, es hora de hacer lo que mejor sabemos hacer: conectarnos a un origen de dat...
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Jul 28, 2025 · 3 min read · Introduction This is a bash script code that helps the user turn off their computer automatically using a timer previously entered by the user. How it works These are the steps that i took when i was writing the code: Step #1: Adding the Username #!/...
Join discussionMay 21, 2025 · 4 min read · I'm setting up a chatbot where the language model runs on Google Colab (FastAPI exposed via Ngrok), and a local Flask app serves the HTML frontend, acting as a proxy. The Ngrok tunnel for the Colab FastAPI appears to be running, but the chatbot isn't...
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