by aakashchotrani | Dec 27, 2023 | Algorithms, Machine Learning, System Design
Introduction to the World of Movie Recommendation Systems Recommendation systems have become a staple in our digital lives, offering personalized content tailored to our preferences. These systems are particularly prominent in the entertainment industry, where they...
by aakashchotrani | Dec 19, 2023 | Algorithms, Machine Learning
Introduction Ever wondered how your phone predicts the next word you’re about to type? Or how virtual assistants understand your voice commands? Well, a big part of that magic comes from something called Long Short-Term Memory Networks, or LSTMs for short. These...
by aakashchotrani | Nov 1, 2023 | Algorithms, Cloud Technology, GPU, Machine Learning, System Design
Introduction to the GPU’s Role in AI and Machine Learning Graphics Processing Units (GPUs) have become a cornerstone in the field of artificial intelligence (AI) and machine learning (ML). These powerful processors have revolutionized the way we approach complex...
by aakashchotrani | Sep 3, 2023 | Algorithms, Machine Learning
Introduction to the World of LLMs In the realm of artificial intelligence, Large Language Models (LLMs) have emerged as pivotal players. These sophisticated models, which harness vast amounts of data to understand and generate human-like text, are reshaping how we...
by aakashchotrani | Aug 3, 2022 | Algorithms, Cloud Technology, Machine Learning, System Design, Web Development
The Convergence of Machine Learning and Distributed Systems In today’s digitized world, machine learning (ML) has emerged as a transformative force, driving innovations across various sectors. From personalized recommendations on streaming platforms to...
by aakashchotrani | Apr 1, 2021 | Algorithms, Machine Learning, Python
Introduction of Machine Learning Frameworks The realm of machine learning (ML) has been revolutionized by several key frameworks, each bringing unique strengths and capabilities. TensorFlow, PyTorch, Keras, and Scikit-learn are among the most prominent, each playing a...
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