Brian Mutea – Medium

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Introduction to LangChain for Including AI from Large Language Models (LLMs) Inside Data…

This article will provide an overview of LangChain, the problems it addresses, its use cases, and some of its limitations.

8 min readJan 5, 2024

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Introduction to LangChain for Including AI from Large Language Models (LLMs) Inside Data…

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Brian Mutea
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Image Captioning Model with TensorFlow, Transformers, and Kangas for Image Visualization

Build an image captioning model with TensorFlow and transformer encoder-decoder architecture and apply Kangas for image visualizations.

18 min readDec 11, 2023

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Image Captioning Model with TensorFlow, Transformers, and Kangas for Image Visualization

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Brian Mutea
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Create and visualize image data with Kangas for computer vision tasks

Create DataGrids with image data using Kangas, and load and visualize image data from hugging face

7 min readMay 24, 2023

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Create and visualize image data with Kangas for computer vision tasks

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Brian Mutea
in
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Constructing and Visualizing Kangas DataGrid on Kangas UI

Pandas can make tasks like grouping, filtering, and sorting a total nightmare — Instead try Kangas for large, complex queries!

12 min readApr 3, 2023

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Constructing and Visualizing Kangas DataGrid on Kangas UI

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Brian Mutea
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Natural Language Processing (NLP) Concepts With NLTK

Learn NLP data processing operations with NLTK, visualize data with Kangas, build a spam classifier, and track it with Comet Machine…

18 min readMar 22, 2023

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Natural Language Processing (NLP) Concepts With NLTK

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Brian Mutea

Entropy, information gain, and Gini impurity

Learn decision tree splitting criteria and how they work.

14 min readDec 6, 2022

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Entropy, information gain, and Gini impurity

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Brian Mutea

Decision Trees and Random Forests

Building and optimizing decision trees and random forest models.

13 min readDec 6, 2022

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Decision Trees and Random Forests

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Brian Mutea

Logistic regression in Python with Scikit-learn

Logistic regression step by step tutorial to get started.

10 min readSep 15, 2022

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Logistic regression in Python with Scikit-learn

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Brian Mutea

Linear regression in Python with Scikit-learn

Linear regression with examples, code, and notebook.

18 min readSep 8, 2022

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Linear regression in Python with Scikit-learn

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Brian Mutea

NumPy tutorial

Everything you need to know about NumPy with examples and video tutorials

31 min readJul 20, 2022

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NumPy tutorial

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Brian Mutea

Brian Mutea

Software Engineer | Data Scientist | Machine Learning Engineer with a palpable passion for data science and sharing knowledge to build models that fix problems

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