SimCLS: A Simple Framework for Contrastive Learning of Abstractive Summarization (Paper Review/Explained)
Author(s): Ala Alam Falaki Originally published on Towards AI. This member-only story is on us. Upgrade to access all of Medium. Figure 1. The overall introduced architecture by the paper. (taken from [1]) This paper was published in June 2021, not relatively …
VQ-GAN & Transformer — Taming Transformers for High-Resolution Image Synthesis: Synopsis
Author(s): Rohan Wadhawan Originally published on Towards AI. Summary This post summarizes the work “Taming Transformers for High-Resolution Image Synthesis” by Patrick Esser, Robin Rombach, and Björn Ommer. It highlights the key take-home messages, the scope of improvement, and the applications of …
Make Extra Money on the Side With Data Science!
Author(s): Marie Stephen Leo Originally published on Towards AI. Monetize your Machine Learning models using FastAPI, Docker, GCP Cloud Run, and Rapid API in 5 easy steps! This member-only story is on us. Upgrade to access all of Medium. Photo by Alexander …
Original Research to Predict Prime Numbers — Error Convergence Using Data Science
Author(s): Ashutosh Malgaonkar Originally published on Towards AI. Using Python to Unlock the Prime Number Pattern Top highlight This member-only story is on us. Upgrade to access all of Medium. I. Sample of primes between 0 and 103(excluded) II. Modular Indexing the …
How to build a complex Hybrid AI model to predict oil and gas projects over costs?
Author(s): Felipe Sanchez Garzón Originally published on Towards AI. Hybrid AI model for energy project cost overruns Photo by Warner on Unsplash This member-only story is on us. Upgrade to access all of Medium. In this post, I will explain step by …
ML Algorithms from scratch in Python
Author(s): Ravi Shankar Originally published on Towards AI. Self notes for behind the scenes mathematical understanding This member-only story is on us. Upgrade to access all of Medium. Goal: To build Machine Learning algorithms in python without using any over-the-shelf ML library …
ML Algorithms from scratch in Python
Author(s): Ravi Shankar Originally published on Towards AI the World’s Leading AI and Technology News and Media Company. If you are building an AI-related product or service, we invite you to consider becoming an AI sponsor. At Towards AI, we help scale …
Logistic Regression for Multi-Class Classification: Hands-On with SciKit-Learn
Author(s): Carla Martins Originally published on Towards AI the World’s Leading AI and Technology News and Media Company. If you are building an AI-related product or service, we invite you to consider becoming an AI sponsor. At Towards AI, we help scale …
Towards Artificial Intelligence — Overcoming Data Challenges
Author(s): Ramkumar Hariharan Originally published on Towards AI. The many varieties of messy data, and its fixes “Data Mining is what’s mine is mine and what’s yours is also mine”, Sydney Brenner Using the Data Preprocessing Toolbox is often critical (source: Anete-Lusina, …
Trends in AI — March 2022
Author(s): Sergi Castella i Sapé Originally published on Towards AI. A monthly selection of ML papers by Zeta Alpha: Audio generation, Gradients without Backprop, Mixture of Experts, Multimodality, Information Retrieval, and more. Image by Zeta Alpha. March has arrived packed with developments …
Meta Just Updated the Largest Computer Vision Model in History
Author(s): Jesus Rodriguez Originally published on Towards AI. SEER v2 represents one of the most important evolutions in self-supervised computer vision models. This member-only story is on us. Upgrade to access all of Medium. Source: https://analyticsindiamag.com/a-guide-to-self-supervised-learning-in-computer-vision/ I recently started an AI-focused educational …
Tableau: What it is? Why it is the best? A road to Tableau Desktop Specialist Certification (with Sample Questions)
Author(s): Daksh Trehan Originally published on Towards AI. Chapter 1: A comprehensive guide to Tableau, Business Intelligence, Data Visualization, and Tableau Certifications with free Udemy dumps It is hard to stay relevant in the data field and still not know about Tableau. …
Simple, Good Sentiment Classification
Author(s): Pratish Originally published on Towards AI. Sentiment classification using MultinomialNB This member-only story is on us. Upgrade to access all of Medium. Photo by Tanner Boriack on Unsplash In this article, I am taking one of the state-of-the-art papers[1] which takes …
Backpropagation and Vanishing Gradient Problem in RNN (part 1)
Author(s): Alexey Kravets Originally published on Towards AI. Theory and code https://unsplash.com/@emilep Introduction In this article, I am not going to explain the applications or intuition about the RNN model — indeed, I expect the reader to already have some familiarity with …
Pandas hacks for a Data Scientist: Part II
Author(s): Anurag Tangri Originally published on Towards AI. This member-only story is on us. Upgrade to access all of Medium. This blog post is in continuation of my first post on Pandas Hacks: Part -I As I mentioned earlier, learning Pandas is …
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