Free GPU for Your Python Code and Deep Learning Model With Google Colab

If you’re a beginner in deep learning and find it too slow to run the tutorials, or perhaps you faced a “CUDA” related error — don’t worry. Google Colaboratory (Google Colab) is a free and straightforward solution

TF-IDF: Less Is More

You may have encountered this acronym if you’re studying Machine Learning (ML) and specifically Natural Language Processing (NLP). “TF-IDF”. I keep finding it in every research paper I read about automatic text summarization

Bayes Theorem: The Basis for Self-Driving Cars and Other Machine Learning Applications

Bayes theorem, invented by Thomas Bayes in the 18th century, describes a simple and powerful methodology for calculating the probability of a belief/hypothesis occurring given a new piece of evidence/observation. Throughout history, the Bayes theorem has been applied to find nuclear bombs and is the basis for machine learning algorithms (classifiers). It’s used in spam filtering, self-driving cars, to access financial risk and more. The algorithms can accurately identify the probability of an event occurring and therefore make good decisions