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Stop Manually Creating Your AWS Infrastructure. Use Terraform!
Author(s): Paul Iusztin Originally published on Towards AI. Terraform 101: How to Use Terraform as an MLE to Automate a Production-Ready AWS Infrastructure This member-only story is on us. Upgrade to access all of Medium. Photo by sebastiaan stam on Unsplash The …
Java Transfer Learning for Image Classification with Small Dataset
Author(s): Kexin Feng Originally published on Towards AI. Deep learning has shown its strong power in solving problems in various areas like CV, NLP, reinforcement learning, etc., which generates numerous examples of successful applications. However, for a very specific customized task, like …
How do the text2image Models Work?
Author(s): Anton Lebedev Originally published on Towards AI. You probably have heard about Dalle-2, Midjourney, and Stable Diffusion. These are models that generate images from text. Recently, they have advanced to the point where artists are protesting by putting pictures with calls …
ChatGPT API 101 — A Beginner’s Guide
Author(s): Skanda Vivek Originally published on Towards AI. OpenAI just released the ChatGPT (GPT-3.5) API! This tutorial goes into the various ways you can use the ChatGPT API to turbo-charge your application. Photo by Mohamed Hassan form PxHere OpenAI just released their …
Train and Deploy Custom Object Detection Models Without a Single Line Of Code.
Author(s): Peter van Lunteren Originally published on Towards AI. Images taken from the ENA24-detection dataset, licensed under the Community Data License Agreement (permissive, v1.0). Labels by author. Let AI process your imagery through an open-source graphical user interface. Table of contents Introduction …
Introduction
Author(s): Towards AI Editorial Team Originally published on Towards AI. Introduction to Reinforcement Learning Series. Tutorial 1; Motivation, States, Actions, and Rewards Table of Content: 1. What is Reinforcement Learning? 2. Why is this Useful? 3. Markov Decision Process 4. State, Actions …
Introduction
Author(s): Towards AI Editorial Team Originally published on Towards AI. Introduction to Reinforcement Learning Series. Tutorial 1; Motivation, States, Actions, and Rewards Table of Content: 1. What is Reinforcement Learning? 2. Why is this Useful? 3. Markov Decision Process 4. State, Actions …
Build and Train Vision Transformer from Scratch
Author(s): Mikhail Kravets Originally published on Towards AI. Image by author A few years ago, it was hard to imagine what a transformer is; today, it is hard to imagine a modern neural network that doesn’t use transformers. In this tutorial, we’ll …
Dialogue Prompting Over Documents Using ChatGPT API
Author(s): Skanda Vivek Originally published on Towards AI. This tutorial uncovers how to format multiple inputs to guide dialogues over custom documents using ChatGPT.Chatbot generated in Dream Studio | Skanda Vivek Recently, the ChatGPT API has developers all over making interesting product …
Git Rebase, Merge, Stash, Revert and Reset
Author(s): Muttineni Sai Rohith Originally published on Towards AI. Git rebase is an advanced feature in git which helps us when we are dealing with multiple branches. Rebasing is a bit more advanced, but incredibly useful when you need it. When you …
All About Git Branches… And Git pull vs. fetch
Author(s): Muttineni Sai Rohith Originally published on Towards AI. With Branches in Git, we can create a copy of the file we would like to work on without messing up with the original file. Later we can merge them to the original …
How to Train XGBoost Model With PySpark
Author(s): Divy Shah Originally published on Towards AI. Why XGBoost? XGBoost (eXtreme Gradient Boosting) is one of the most popular and widely used ML algorithms by Data Scientists in every industry. Also, this algorithm is very efficient in terms of reducing computing …
AnimeGAN Effect With Python
Author(s): Rokas Liuberskis Originally published on Towards AI. I’ll show you how you can easily apply the AnimeGAN effect on your media to get beautiful animated pictures, videos, or real-time camera streams This member-only story is on us. Upgrade to access all …
Airflow Production Tips — Grouped Failures and Retries
Author(s): Guilherme Banhudo Originally published on Towards AI. Photo by Jackson Simmer on Unsplash Apache Airflow has become the de facto standard for Data Orchestration. However, throughout the years and versions, it accumulated a set of nuances and bugs which can hinder …
(Part I) Fostering Criminal Justice with Data Science
Author(s): Vincent Liu Originally published on Towards AI. A Data-driven Analysis of the Uniform Crime Report 2021 DC Arrest Data Source: Official NIBRS Website As a crime researcher, I am always intrigued by the questions of how many crimes were committed in …
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