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How to Use MLflow For Managing ML/AI Projects?

There are many machine learning libraries, and codes written in various languages, and managing a large project involving this multitude is difficult. Open-source platforms like MLflow help to streamline machine learning development, including tracking experiments, packaging code into replicable runs, and sharing and deploying models. It offers a set of lightweight APIs that can be […]

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Machine Learning on Cloud Using Scikit?

Scikit is an open-source machine learning library, built on NumPy, SciPy, and matplotlib, that supports supervised and unsupervised learning. It is an efficient tool for predictive data analysis. Scikit consists of many built-in machine learning algorithms and models, called estimators. Each estimator can be fitted to some data using its fit method. It also provides […]

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Machine Learning on Cloud Using OpenCog?

OpenCog is a widely used open-source artificial intelligence framework by developers. Its generic framework is used in broad-based AGI research. OpenCog is an AI platform for robot and virtual embodied cognition that defines a set of interacting components designed to emulate human-equivalent artificial general intelligence as an emergent phenomenon of the whole system. It’s a […]

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How to Use Inkscape on Cloud PC?

Inkscape is an open-source vector graphics software that is very popular among professional designers and website publishers to create a wide variety of graphics such as illustrations, icons, logos, diagrams, maps, and web graphics. Inkscape can take you from doodles on a piece of paper, or a sketch, to a final, professional grade design format […]

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How to Use GIMP with Scalable Resources on Cloud?

GIMP is one of the most popular open-source cross platform image editor software used by graphics designers, photographers, illustrators, etc. Although it’s an image processing application, there are many video games created using images processed in GIMP. GIMP is tough competition to many of the licensed software like Adobe Photoshop. Applications like GIMP do not […]

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Integrating PyTorch with Tensoboard to Develop Deep Learning Models

AI or deep learning developers today would seek to work on predictive modeling. One of the tools that is popularly used is PyTorch. It’s an open-source deep learning framework developed and maintained by Facebook. In simple words, it’s a mathematical library that allows you to perform efficient computation and automated differentiation on graphical models. Although […]

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How to Mix Sounds from Multiple Sources Using VAC in Audacity?

When it comes to audio recording, mixing and multi-track audio editing, Audacity is one the most popular open-source application. Audio from various sources can be mixed and edited. However, all these sources are hardware based, wherein, the output device needs to be connected to same desktop/PC which then becomes input for Audacity application. However, sometimes, […]

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