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Image Compression Using Different Machine Learning Techniques
Photo by N. on Unsplash In this post, we’re going to investigate the field of image compression and it’s applications…
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Machine Learning for Classifying Social Media Ads
image source: Pixabay Social media first served as a space for individuals, but companies have since seen the potential. Top…
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Emotion Classification with SpaCy v3 & Comet
Photo by Nik on Unsplash If you are a natural language processing researcher or have an interest in this field,…
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Understanding Memory Mapping in Numpy for Deep Learning: Pt 2
Photo by Heliberto Arias on Unsplash In the previous article, we demonstrated the benefits and ease with which someone could…
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Understanding Memory Mapping in Numpy for Deep Learning: Pt 1
In the previous article, we discussed the possibility of having memory constraints when trying to get into deep learning. I…
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Revolutionizing Healthcare Using Machine Learning
Machine learning has recently been a game-changer in healthcare and medical diagnosis. Machine learning algorithms have transformed how healthcare professionals…
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AI Emotion Recognition Using Computer Vision
Photo by Andrea Piacquadio: https://www.pexels.com/photo/collage-photo-of-woman-3812743/ Computer vision is one of the most widely used and evolving fields of AI. It…
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Image Augmentation for Computer Vision Tasks Using PyTorch
Source: https://unsplash.com/photos/-f8ssjFhD1k Data augmentation is the process of transforming training data to introduce randomness. This strategy is common for computer…
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Resampling to Properly Handle Imbalanced Datasets in Machine Learning
Photo by Martin Sanchez on Unsplash Often in machine learning, and specifically with classification problems, we encounter imbalanced datasets. This…
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RoBERTa: A Modified BERT Model for NLP
Photo by Fatos Bytyqi on Unsplash Introduction Did you know that in the past, computers struggled to understand human languages?…
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