A Developer’s Guide to Building Scalable AI: Workflows vs Agents
I had just started experimenting with CrewAI and LangGraph, and it felt like I’d unlocked a whole new dimension of ...
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What PyTorch Really Means by a Leaf Tensor and Its Grad
isn’t yet another explanation of the chain rule. It’s a tour through the bizarre side of autograd — where gradients ...
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Grad-CAM from Scratch with PyTorch Hooks
car stops suddenly. Worryingly, there is no stop sign in sight. The engineers can only make guesses as to why ...
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What If I had AI in 2018: Rent the Runway Fulfillment Center Optimization
will become our digital assistants, helping us navigate the complexities of the modern world. They will make our lives easier ...
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Connecting the Dots for Better Movie Recommendations
promises of retrieval-augmented generation (RAG) is that it allows AI systems to answer questions using up-to-date or domain-specific information, without ...
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Exploring the Proportional Odds Model for Ordinal Logistic Regression
You can find the full code for this example at the bottom of this post. odds model for ordinal logistic ...
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Audio Spectrogram Transformers Beyond the Lab
Want to know what draws me to soundscape analysis? It’s a field that combines science, creativity, and exploration in a ...
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5 Crucial Tweaks That Will Make Your Charts Accessible to People with Visual Impairments
Approximately 4.5% of the world’s population is colorblind. million people worldwide having just one type of visual impairment. The numbers ...
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Not Everything Needs Automation: 5 Practical AI Agents That Deliver Enterprise Value
in an enterprise organization, you’ve probably felt the paradox firsthand. AI dominates your strategic decks, fills your review meetings, and ...
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The Journey from Jupyter to Programmer: A Quick-Start Guide
, myself included, start their coding journey using a Jupyter Notebook. These files have the extension .ipynb, which stands for ...
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