PySpark for Data Scientists a New Way Out
Author(s): Akshith Kumar Originally published on Towards AI. New way out to work on large data for data science projects. Photo by Ross Findon on Unsplash Introduction As big data becomes more prevalent in today’s world, data scientists need to be able …
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 …
Generative AI Timelines from GRU to ChatGPT
Author(s): Amit Chauhan Originally published on Towards AI. Image Source Generative AI has seen some remarkable developments in recent years. As researchers have explored the capabilities of machine learning models, new techniques and architectures have emerged that have the potential to revolutionize …
How ChatGPT Changed the Way I Approach Problem-Solving
Author(s): Leah Berg and Ray McLendon Originally published on Towards AI. Harnessing ChatGPT as a test-driven development partner Photo by Toa Heftiba on Unsplash ChatGPT is an artificial intelligence language model that has rapidly become a key tool for many individuals …
Build and Deploy a Bert Question-Answering app using Streamlit
Author(s): Lan Chu Originally published on Towards AI. Free learning resources for Data Scientists & Developers. Handpicked blogs, tutorials, books and… For free. And real quick. Do you wish to build and deploy a Bert question-answering app to the web for …
Training a Language Model To Give (Non) Legal Advice
Author(s): Thomas Rochefort-Beaudoin Originally published on Towards AI. In this article, I go through the basics of finetuning large language models like BLOOM on a legal text dataset. You can try it on HuggingFace Spaces! I am currently on a quest …
How I built Supervised Skin Lesion Segmentation on HAM10000 Dataset
Author(s): Sriram S M Originally published on Towards AI. Skin cancer is one of the most common types of cancer in the world. Its early diagnosis is pivotal for eliminating malignant tumors from the human body. There is a lot of …
The Crown Jewel Behind ChatGPT: Reinforcement Learning with Human Feedback
Author(s): Jesus Rodriguez Originally published on Towards AI. One of the core ideas behind ChatGPT dates back to a research paper from 2017. Created with Stable Diffusion I recently started an AI-focused educational newsletter, that already has over 150,000 subscribers. TheSequence …
GPT-4 and the Next Frontier of Generative AI
Author(s): Mary Reagan PhD Originally published on Towards AI. Part 2: Responsible AI Recommendations for ML Practitioners and Policy Makers By Mary Reagan and Krishnaram Kenthapadi This is a follow-up to my part 1 on ChatGPT. Prompt : ‘A machine learning …
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 …
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