Designing with Machine Learning

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LIDA: Automatic Generation of Grammar Agnostic Visualizations and Infographics with Large Language Models (ChatGPT, GPT4) - Issue #15
How to build tools for automatic data exploration, grammar-agnostic visualizations and infographics using Large Language Models like ChatGPT and GPT4.
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Victor Dibia
1
February 2023
Practical Steps to Reduce Hallucination and Improve Performance of Systems Built with Large Language Models - Issue #11
How can we make systems that integrate LLM's like ChatGPT more reliable? Here are practical techniques (and research) to mitigate hallucination and…
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Victor Dibia
4
October 2022
Machine Learning Models that Generate High Quality Images from Text - Issue #10
The ability to generate high quality novel images has been the target of extensive research in the deep learning and computer vision field. The promise…
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Victor Dibia
May 2022
Running Machine Learning Models on Android Devices - Issue #9
In this issue we will discuss how to run machine learning models locally on an Android mobile devices. We will explore :Why on-device machine learning…
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Victor Dibia
Building and Explaining Language Models with Tensorflow and HuggingFace - Issue #8
Hi all, hope you are well!In this issue I'll talk about some of my recent experiments building a simple text classification model (predict if a tweet is…
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Victor Dibia
March 2022
Integrating Jupyter Notebooks in Web Applications - Issue #7
Hi everyone! Hope you are all doing well! In this newsletter issue, I'll discuss some of my recent experiments with attempting to render beautiful…
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Victor Dibia
Deep Learning Models that Write Code - Issue #6
Consider the following scenario - You write a comment "create a function that fetches all machine learning tweets and saves it to a file", and a deep…
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Victor Dibia
January 2022
Interesting Advances in Consumer VR, Making VR Apps - Issue #5
What is the state of consumer VR devices and how easy is it to write VR apps today? I was curious about these questions and this newsletter issue…
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Victor Dibia
August 2021
Implementing Extractive Text Summarization with BERT- Issue #4
Across many business and practical use cases, we might want to automatically generate short, abbreviated versions of some long text. It turns out you…
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Victor Dibia
June 2021
Top 10 Machine Learning and Design Insights from Google IO - Issue #3
Google IO is Google's annual developer conference where they announce new products, projects and developer tools. I attended several of the sessions and…
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Victor Dibia
May 2021
Real-Time High Resolution Background Matting/Segmentation - Issue #2
Real-Time High Resolution Background Matting, Fine Grained Segmentation
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Victor Dibia
April 2021
State of Object Detection Models 2021 and more! | Newsletter by Victor Dibia - Issue #1
This edition is a roundup on the state of object detection models and self supervised multimodal models!
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Victor Dibia
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