The AI Process
Author(s): Jeff Holmes MS MSCS Originally published on Towards AI. A clear and concise description of the AI software engineering process Jason Leung on Unsplash AI is still considered a relatively new field, so there are really no guides or standards such …
The Cantilever v/s ChatGPT
Author(s): Anupsa Swain Originally published on Towards AI. Exploring ChatGPT’s natural language processing capabilities in Python by asking it to solve a cantilever beam problem using the Finite Difference Method ChatGPT, as a Large Language Model, has been tested in a number …
This AI newsletter is all you need #60
Author(s): Towards AI Editorial Team Originally published on Towards AI. Hottest News This member-only story is on us. Upgrade to access all of Medium. As the AI race has accelerated this year, AI chip training and inference capacity have become vital resources, …
Information & Entropy
Author(s): Sushil Khadka Originally published on Towards AI. What, Why, and How explained Photo by Raimond Klavins on Unsplash Use “entropy” and you can never lose a debate, von Neumann told Shannon because no one really knows what “entropy” is. — William …
The Zero Redundancy Optimizer (ZeRO): A Short Introduction with Python
Author(s): Armin Norouzi, Ph.D Originally published on Towards AI. Uncover how Zero Redundancy Optimizer transforms data parallelism, boosting memory and computational efficacy. This member-only story is on us. Upgrade to access all of Medium. source: https://www.microsoft.com/en-us/research/blog/zero-deepspeed-new-system-optimizations-enable-training-models-with-over-100-billion-parameters/ The Zero Redundancy Optimizer (ZeRO) improves …
![Mastering A/B Testing: A Real World Business Example [Part 1]](https://i0.wp.com/miro.medium.com/v2/resize:fit:700/0*0uUGbGqORwh2NlhT.png?w=700&resize=700,592&ssl=1 "Mastering A/B Testing: A Real World Business Example [Part 1]")
Mastering A/B Testing: A Real World Business Example [Part 1]
Author(s): Youssef Hosni Originally published on Towards AI. Step-by-Step Walk-Through Real World A/B Testing Use Case This member-only story is on us. Upgrade to access all of Medium. Imagine a scenario where you are running a website, and you aim to optimize …
Top Important Computer Vision for Week from 7/8 to 13/8
Author(s): Youssef Hosni Originally published on Towards AI. Stay Relevant to Recent Computer Vision Research This member-only story is on us. Upgrade to access all of Medium. Computer vision, a field of artificial intelligence that enables machines to interpret and understand the …
The Unreasonable Effectiveness of Transfer Learning
Author(s): Satyam Kumar Originally published on Towards AI. Essential guide to multi-output prediction with Keras Functional API This member-only story is on us. Upgrade to access all of Medium. Image by Gerd Altmann from Pixabay Training a complex deep-learning neural network requires …
Supercharging Your Linux VM for Data Science: A Guide to Boosting Linux VM RAM for Improved Performance
Author(s): Prithivee Ramalingam Originally published on Towards AI. Ever been stuck while using DistilBERT due to an “Out of Memory” error? I’ve been there, and I’ve found a game-changing solution: swap files. Swap files provide an ingenious solution to the challenge of …
Inside XGen-Image-1: How Salesforce Research Built, Trained, and Evaluated a Massive Text-to-Image Model
Author(s): Jesus Rodriguez Originally published on Towards AI. One of the most efficient training processes for text-to-image models ever implemented. Image Credit: Salesforce Research I recently started an AI-focused educational newsletter, that already has over 160,000 subscribers. TheSequence is a no-BS (meaning …
Gorilla — Enhancing Large Language Models’ Ability to Use API Calls
Author(s): Marcello Politi Originally published on Towards AI. A Finetuned LLaMA-based Model to Improve LLMs’ API Call Accuracy and Adaptability Photo by Valentin Jorel on Unsplash This member-only story is on us. Upgrade to access all of Medium. Large Language Models today …
Unleashing Operational Excellence Through Process Mining and Digital Transformation in Industry 4.0
Author(s): Dipta Roy Originally published on Towards AI. Introduction Digital technologies are becoming increasingly popular among organizations, regardless of their industry, for achieving improvements in business outcomes, revenue growth, and sustainability. By enabling better collaboration and optimization of business processes, digitalization can …
How To Understand Others Python Code Easily?
Author(s): Akula Hemanth Kumar Originally published on Towards AI. Invaluable for Strengthening Your Interview DSA Preparation Navigating through someone else’s Python code can often feel like exploring a foreign land. Whether you’re collaborating on a project, contributing to open-source software, or inheriting …
The Evolution of Tabular Data: From Analysis to AI
Author(s): Abid Ali Awan Originally published on Towards AI. Discover how tabular data space is being transformed by Kaggle competitions, the open-source community, and Generative AI. Image by Author Introduction Tabular data refers to data organized into rows and columns. It encompasses …
GANs (Generative Adversarial Networks:)
Author(s): Data Science meets Cyber Security Originally published on Towards AI. We Saw the Generative AI, Now Let’s See How Actually It Is Generated.! IMAGE SOURCE: BY AUTHOR INTRODUCTION: GANs, Generative Adversarial networks, let’s first understand what GANs are. So I have …
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