Fernando Nieuwveldt – Medium

Fernando Nieuwveldt

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Towards AI

Unifying Scikit-learn Pipelines and PyTorch Models with ONNX for Deployment

I have blogged in the past about a common machine learning design pattern involving feature engineering and preprocessing when working with…

22h ago

Unifying Scikit-learn Pipelines and PyTorch Models with ONNX for Deployment

22h ago

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Creating Feature Engineering Flow Graphs in Keras

In this blog we will look at creating plots while building up our feature engineering flow graph natively with Keras layers. At each step…

Sep 2, 2022

Creating Feature Engineering Flow Graphs in Keras

Sep 2, 2022

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Migrating an Sklearn model training Pipeline to Tensorflow Keras.

In this post we look at ways to migrate an Sklearn training pipeline to Tensorflow Keras. There might be a few reasons to move from Sklearn…

Apr 24, 2022

Migrating an Sklearn model training Pipeline to Tensorflow Keras.

Apr 24, 2022

Pinned

Feature Engineering using custom Keras Layers for a complete training and inference pipeline.

In a previous post we looked at applying feature engineering with Keras Lambda layers. We also mentioned that Lambda layers have some…

Mar 15, 2022

Feature Engineering using custom Keras Layers for a complete training and inference pipeline.

Mar 15, 2022

Pinned

Feature Engineering using Keras Lambda Layers for complete training pipeline.

Often for structured data problems we end up using multiple libraries for preprocessing or feature engineering. We can go as far as having…

Jan 22, 2022

Feature Engineering using Keras Lambda Layers for complete training pipeline.

Jan 22, 2022

The Keras Functional API: Where Flexibility Meets Functionality showed by building custom…

Designing the right architecture for a neural network is a blend of creativity and science. As problems grow more complex, the need for…

Sep 28, 2023

The Keras Functional API: Where Flexibility Meets Functionality showed by building custom…

Sep 28, 2023

A Novel Approach to Designing a Modular ML Lifecycle Framework with Custom Steps and Pipelines

Streamlining Machine Learning Development through Reusable, Customizable Steps and Pipelines

Apr 25, 2023

Apr 25, 2023

Implementing Sklearn-like Transformers in Keras: A Custom Preprocessing Layer Example

In this article we will be looking at implementing a Sklearn-like transformer as a Keras Preprocessing layer. The example transformer will…

Apr 22, 2023

Implementing Sklearn-like Transformers in Keras: A Custom Preprocessing Layer Example

Apr 22, 2023

Published in
Towards AWS

Building Modular AWS Lambda Deployment Pipelines with Github Actions

In today’s world of serverless computing, AWS Lambda functions have become an essential tool for developers to build and deploy scalable…

Apr 15, 2023

Building Modular AWS Lambda Deployment Pipelines with Github Actions

Apr 15, 2023

Building advanced custom Feature transformation Pipelines in Keras using EasyFlow.

In this post we will show case how to apply different transformations and preprocessing steps on the same feature. What we have here is an…

Jul 21, 2022

Building advanced custom Feature transformation Pipelines in Keras using EasyFlow.

Jul 21, 2022

Fernando Nieuwveldt

Fernando Nieuwveldt

I am an ML Engineer | Data scientist with interests in Deep learning and building systems and software for ML. https://www.linkedin.com/in/fernandonieuwveldt

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