Archive - Designing with Machine Learning

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Top 5 AI Announcements (and Implications) from the 1st OpenAI DevDay

Issue #15 | Cost reduction, new models, new developer APIs. What does this mean for developers, and the types of new applications that can now be built…

Nov 7 •

September 2023

A Defacto Guide on Building Generative AI Apps with the Google PaLM API

Issue # 14 | Deep dive on how to access/call the PaLM API (MakerSuite, Vertex AI client libs, REST api), implementing a useful task (structured data…

Sep 6 •

July 2023

Understanding Size Tradeoffs with Generative Models - How to Select the Right Model (GPT4 vs LLAMA2)?

Issue #13 | With multiple LLM providers (GPT4, PaLM) and 1000s of OSS Models, how do you select the right model?

Jul 24 •

April 2023

LIDA: Automatic Generation of Grammar Agnostic Visualizations and Infographics with Large Language Models (ChatGPT, GPT4)

Issue #12 | How to build tools for automatic data exploration, grammar-agnostic visualizations and infographics using Large Language Models like ChatGPT…

Apr 25 •

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…

Feb 14 •

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…

Oct 17, 2022 •

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…

May 30, 2022 •

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…

May 3, 2022 •

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…

Mar 29, 2022 •

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…

Mar 14, 2022 •

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…

Jan 17, 2022 •

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…

Aug 30, 2021 •

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