The Intersection of Technology & Mental Health: Advantages & Concerns
Author(s): Deepankar Varma Originally published on Towards AI. The Intersection of Technology & Mental Health: Advantages & Concerns Technology refers to the tools, systems, and methods developed through scientific knowledge and innovation to solve problems and improve human life. The intersection …
Drift Detection Using TorchDrift for Tabular and Time-series Data
Author(s): Rahul Veettil Originally published on Towards AI. Learn to monitor your mo in production Photo by Alexander Sinn on Unsplash Introduction Machine learning models are designed to make predictions based on data. However, the data in the real world is …
Taking a Walk in the OpenAI Gym: Using Decision Transformer to Power Reinforcement Learning
Author(s): Brent Larzalere Originally published on Towards AI. Perform Deep Reinforcement Learning using the Decision Transformer deepmind-lISkvdgfLEk-unsplash This article will describe how to use a decision transformer model to perform deep reinforcement learning in the OpenAI gym. PyTorch will be used …
Meet BLIP-2: Salesforce New Open Source Visual-Language Model that is Faster the Simpler than GPT-4
Author(s): Jesus Rodriguez Originally published on Towards AI. The model radically improves in the cost and efficiency of pretraining for visual-language models. Created Using Midjourney I recently started an AI-focused educational newsletter, that already has over 150,000 subscribers. TheSequence is a …
Python Tips and Tricks for Efficient Coding and Data Manipulation
Author(s): Himanshu Tripathi Originally published on Towards AI. Photo by Kenny Eliason on Unsplash Python is a powerful programming language that has grown in popularity among data scientists, professionals, and newcomers. Its versatility and ease of use make it a popular …
Deep Learning at Rescue: Loan Application Approval
Author(s): Supreet Kaur Originally published on Towards AI. AI can not only automate the credit decision process, it can also make it more efficient and accurate. Machine learning algorithms can be trained on historical loan data to predict the likelihood of …
A Step-by-Step Guide to Developing a Streamlit Application with Redis Data Storage and Deploying it Using Docker
Author(s): Rahul Veettil Originally published on Towards AI. Deploying a Streamlit App with Docker Image by Gerd Altmann from Pixabay Introduction In this tutorial, we will build a Streamlit app that uses Redis for data storage and deploy it using Docker. …
5 Simple Steps to Choose the Best Machine Learning Algorithm for Your Project
Author(s): Dr. Mandar Karhade, MD. PhD. Originally published on Towards AI. With so many algorithms available, it can be difficult to know which one is the best fit for your project and data. Machine learning algorithms have become essential for developing …
A comprehensive guide for handling outliers.
Author(s): Rohini Vaidya Originally published on Towards AI. Analytics Vidhya Part: 2 In this second part of the statistics series, you will learn about the outliers in the dataset. What is an outlier in a dataset, different types of outliers, what …
Meet MM-REACT: Microsoft Research New Model that Enables Visual Reasoning on top of ChatGPT
Author(s): Jesus Rodriguez Originally published on Towards AI. The model combines language and computer vision to enable sophisticated reasoning capabilities. Image Credit: Microsoft Research I recently started an AI-focused educational newsletter, that already has over 150,000 subscribers. TheSequence is a no-BS …
Chain-of-Thought Reasoning | by C. Jarnach | Medium
Author(s): Clemens Jarnach ⚡️ Originally published on Towards AI. Chain-of-Thought Reasoning How Multimodal Chain-of-Thought Reasoning Can Improve Large Language Models and your ChatGPT prompting too Photo by DeepMind on Unsplash The Generative Pre-trained Transformer (GPT) model, which is currently used by …
AI Wont Replace Marketers, But It Will Help Them Succeed
Author(s): Frederik Bussler Originally published on Towards AI. GPT-4 isn’t taking your job. Photo by Christina @ wocintechchat.com on Unsplash The progress of artificial intelligence follows a J-curve, as the technology saw decades of research and development before finally reaching the …
StyleGAN2: Improve the quality of StyleGAN
Author(s): Albert Nguyen Originally published on Towards AI. This post is in the series StyleGAN architectures. Recap: StyleGAN achieves style-based image generation by disentangling styles from randomness. It allows us to control the synthesis by scaling the size and localizing the …
Beginners Guide for Finding, Installing, and Using Python Packages with PyPI
Author(s): Cornellius Yudha Wijaya Originally published on Towards AI. Understand the primary usage of Python Packages Photo by Mildlee on Unsplash Python is one of the most used programming skills, and it’s thanks to its versatility. You can do almost anything …
Top 3 Online AI Certification Programs To Boost Your Career In 2023
Author(s): Jennifer Wales Originally published on Towards AI. Power up your AI consultant role with the most trusted Artificial Intelligence Certification programs from around the world. Take home a fat pay cheque with the best AI skillsets to flaunt today. Artificial …
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