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Introduction: Why Everyone Talks About Machine Learning ML is everywhere (Netflix, Google Maps, Instagram, Amazon) You already use ML daily, even if you don’t know it Promise of the blog: “You don’t need to be a math genius to understand ML” Wha...

Before diving deeper into machine learning models, it’s critical to understand the assumptions that linear regression rests upon. These assumptions — linearity, independence, constant variance (homoscedasticity), and normality of residuals — form the...

While working with Transformers in a Google Colab environment, I always encounter an ImportError related to the accelerate library. ImportError: Using the Trainer with PyTorch requires accelerate>=0.21.0: Please run pip install transformers[torch] or...
