Blog posts
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Retrieval Augmented Generation (RAG) - Empowering Generative AI with External Knowledge
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Practical guide to run llama2 locally
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Introduction and Implementation guide on LLM fine-tuning using LoRA
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Multi-Modal Machine Learning - A beginner's guide
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Machine Learning in Research vs Production
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Practical Guide on ML Model serving using "Tensorflow Serving"'
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When "Not" to Use Machine Learning?
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What is "Containerization" and its role in productionizing ML model?
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Support Vector Machines? Separate data with largest possible margin!
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Regularize (L2, L1, Dropout) your neural network to prevent overfitting.
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Preprocess your data before feeding into any learning algorithm to make it work awesome
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What makes the Deep Learning "Deep"? Multiple layers and backpropagation
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Creating learning(intelligence) into machines using neural networks
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