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Tag filtered by: machine-learning ❌

A Step-by-Step Guide to Building and Distributing a Sleek RAG Pipeline

9 Jul 2024 by Jozu MLOps license: CPOL

In this article, we build a Retrieval-Augmented Generation (RAG) pipeline using KitOps, integrating tools like ChromaDB for embeddings, Llama 3 for language models, and SentenceTransformer for embedding models.

Artificial Intelligence » Machine Learning

Python

RedHat

machine-learning

Llama

Machine Learning for C++ developers - the hard way: DirectML

18 Apr 2024 by Michael Chourdakis license: CPOL

An introduction to machine learning with working C++ code that trains a linear regression model.

Artificial Intelligence » Machine Learning

machine-learning

Truly Understanding Neural Networks through their Implementation in C#

8 Feb 2024 by Nicolas DESCARTES license: CPOL

How to implement neural networks in C#?

Artificial Intelligence » Deep Learning

.NET

artificial-intelligence

machine-learning

deep-learning

Truly Understanding Decision Trees and the C4.5 Algorithm through their Implementation in C#

24 Jan 2024 by Nicolas DESCARTES license: CPOL

How to implement decision trees in C#?

Artificial Intelligence » Machine Learning

XML

artificial-intelligence

JSON

text

machine-learning

Understanding Logistic Regression with ML.NET

12 Jan 2024 by Nicolas DESCARTES license: CPOL

How to implement logistic regression in ML.NET?

Artificial Intelligence » Machine Learning

.NET

algorithm

machine-learning

Comparing K-Means and Others Algorithms for Data Clustering

8 Jan 2024 by Nicolas DESCARTES license: CPOL

What clustering algorithm should be selected for the clustering task?

Artificial Intelligence » Machine Learning

algorithm

machine-learning

Truly Understanding the Naïve Bayes Algorithm through its Implementation in C#

11 Dec 2023 by Nicolas DESCARTES license: CPOL

What is naive Bayes and how to implement it?

Artificial Intelligence » Machine Learning

algorithm

machine-learning

Transforming Data into Insights: The Art of Machine Learning

8 Nov 2023 by Chris Maunder license: CPOL

Dive into the world of machine learning and explore how it empowers businesses to extract valuable insights from vast amounts of data. Discover practical techniques and tools for successful implementation.

Artificial Intelligence » Machine Learning

artificial-intelligence

machine-learning

Taking Intelligent Apps to the Next Level: Implementing Advanced Features with Azure Machine Learning: Part 2

25 Oct 2023 by Cloud Native Apps Team license: CPOL

In this four-part series, you’ll learn how to create an Intelligent App with Azure Container Apps. In this fourth and final part, you’ll explore how to integrate a custom model into your Intelligent Apps, enhancing the application’s features with specialized AI.

Artificial Intelligence » Machine Learning

Python

Azure

artificial-intelligence

machine-learning

Taking Intelligent Apps to the Next Level: Implementing Advanced Features with Azure Machine Learning: Part 1

24 Oct 2023 by Cloud Native Apps Team license: CPOL

In this four-part series, you’ll learn how to create an Intelligent App with Azure Container Apps. In this third part, you’ll explore how to level up your Intelligent Apps by training a custom model using your own dataset.

Artificial Intelligence » Machine Learning

Azure

artificial-intelligence

machine-learning

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