by CPI Staff | Sep 25, 2025 | AI, Blog, Keras
In this blog post Build a Keras Model for Real Projects From Idea to Deployment we will walk through a practical, end-to-end way to design, train, and ship a Keras model that stands up in real work. Keras is a high-level deep learning API that runs on top of...
by CPI Staff | Sep 25, 2025 | AI, Blog, Keras
In this blog post Keras Functional API Demystified for Flexible Deep Learning Workflows we will unpack what the Keras Functional API is, why it matters, and how to use it effectively in real projects. The Keras Functional API is the sweet spot between simplicity and...
by CPI Staff | Sep 22, 2025 | Blog, Streamlit
In this blog post A Practical Guide to Securing Streamlit Environment Vars with TOML we will show you how to keep API keys, database URLs, and service credentials safe while building fast Streamlit apps. Secrets are the backbone of most apps. If you hardcode them, you...
by CPI Staff | Sep 22, 2025 | AI, Blog, Deep Learning, Machine Learning
In this blog post Deep Learning vs Machine Learning Choosing the Right Approach we will unpack what each approach really means, where they shine, and how to make a confident choice for your next project. Whether you build models or fund them, the goal here is clarity...
by CPI Staff | Sep 21, 2025 | .NET, Blog, PyTorch
In this blog post Practical ways to run PyTorch in .NET with TorchSharp and more we will walk through reliable ways to use PyTorch from .NET, when to choose each approach, and how the pieces work under the hood. At a high level, you have three good options: write and...
