Planet SciPy
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Python blog posts by SciPy.
Planet SciPy
2M ago
This tutorial explains various methods for checking and correcting grammatical errors using Python. Automatic grammar correction helps students, professionals and content creators to make sure their writing follows proper grammar rules.
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This post appeared first on ListenData ..read more
Planet SciPy
2M ago
I started my ML journey as an analyst back in 2016. Since then, I’ve worked as a data scientist for a multinational company and an MLOps engineer for an early-stage startup before moving to Mailchimp in May 2021. I joined just before its $12 billion acquisition by Intuit. It was an exciting time to be ..read more
Planet SciPy
2M ago
Training and evaluating models is just the first step toward machine-learning success. To generate value from your model, it should make many predictions, and these predictions should improve a product or lead to better decisions. For this, we have to build an entire machine-learning system around our models that manages their lifecycle, feeds properly prepared ..read more
Planet SciPy
2M ago
When dealing with limited data or uncertain scenarios, one of the most potent methods is Bayesian inference. At its core, it is a formulation of statistics that enables one to incorporate prior knowledge and update beliefs systematically and coherently. Its power lies in the flexibility in model-building, especially its ability to take into account insights ..read more
Planet SciPy
2M ago
Até tentei abrir meu Twitter pra verificar quando foi a última vez que passei por lá, mas descobri que os perfis não são mais públicos. Esse é meu estado atual em relação àquela rede: só hoje descobri essa restrição. Após cultivar um perfil por mais de uma década (talvez uma década e meia?), ser um… ..read more
Planet SciPy
2M ago
What are those words on the bottom of your video screen and where do they come from? Captioning’s normalization in the past several decades may seem like it would render those questions moot, but understanding more about captions means making more informed decisions about when, how, and why we make sure information is accessible ..read more
Planet SciPy
3M ago
E iniciamos 2024 com mais um processo seletivo para o Mestrado em Ciência da Computação do Programa de Pós-Graduação em Ciência da Computação da UFPA, campus Belém. Nesse processo disponibilizo 2 vagas na área de inteligência computacional, que é basicamente um outro nome para inteligência artificial. As pesquisas que oriento atualmente tem muita relação com… ..read more
Planet SciPy
3M ago
Imagine you’re facing the following challenge: you want to develop a Large Language Model (LLM) that can proficiently respond to inquiries in Portuguese. You have a valuable dataset and can choose from various base models. But here’s the catch — you’re working with limited computational resources and can’t rely on expensive, high-power machines for fine-tuning. How do ..read more
Planet SciPy
3M ago
JupyterHub is a solution to host Jupyter notebooks via a web interface to several users. On their website, there are two main recommended methods for deploying JupyterHub: /The Littlest JupyterHub/, or TLJH, and a Kubernetes deployment. I tried the former and had trouble diagnosing some configuration issues. In the following, I show how to deploy the pip version on Ubuntu 22.04 ..read more