Dec 19, 2024 · 3 min read · Machine Learning (ML) is a subset of artificial intelligence (AI) that enables systems to learn and improve from experience without being explicitly programmed. It involves developing algorithms that can process and analyze data to identify patterns,...
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Aug 8, 2024 · 2 min read · 🏋️♂️ Batch Machine Learning 📊 Data Processing: Processes entire dataset at once. Example: Training a model on a historical dataset of customer purchases at the end of each month. 🔄 Model Update: Model is trained on the entire dataset in one g...
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Aug 6, 2024 · 1 min read · ML, a branch of AI, enables computers to learn from data and improve without explicit programming. It involves training algorithms to recognize patterns, make predictions, and adapt. Types of Machine Learning Supervised Learning 📚 What: Trains on ...
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Feb 26, 2024 · 3 min read · AI vs ML vs DL: Artificial Intelligence (AI): Definition: AI simulates human intelligence to perform tasks and make decisions. Machine Learning (ML): Definition: ML is a subset of AI that uses algorithms to learn patterns from data. Deep Learn...
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Feb 1, 2024 · 3 min read · What is Adagrad? Short for Adaptive Gradient Algorithm, Adagrad is an optimization algorithm designed to adaptively adjust the learning rate for individual parameters. The key idea is to give a small learning rate to parameters with a large gradient...
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Jan 12, 2024 · 7 min read · I received many messages inquiring about my study plan for the 100 Days of Machine Learning challenge. A big thanks to CampusX's YouTube playlists, which were my primary resource throughout the journey. They've put together a dedicated playlist for t...
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Sep 26, 2022 · 4 min read · Data powers today's world. From unleashing innovations to improving decision-making processes, data holds the potential to unlock the success of every industry. The world, as we know, it has been transformed radically by data such that it’s crippling...
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Sep 25, 2022 · 4 min read · Hello troubleshooters! This article is progressive part of the on-going series of 100days of machine learning wherein we're exploring the building blocks of machine learning alongwith algorithms. Machine learning has given computer systems the abilit...
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Sep 24, 2022 · 12 min read · Hello troubleshooters! From retailing section to finance to transportation to manufacturing to recommendation system machine learning can be seen everywhere. Machine learning is the latest buzzword sweeping across the global business landscape. It’s ...
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Sep 23, 2022 · 9 min read · Hello troubleshooters! Machine Learning or ML is one of the most successful applications of Artificial intelligence which provides systems with automated learning without being constantly programmed. It has acquired a ton of noticeable quality lately...
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