This is Why You Should Read This Before Using Pandas in Data Cleaning
Author(s): Gencay I. Originally published on Towards AI. Master Data Cleaning, Processing, and Exploration with Pandas Created with Leonardo.ai Welcome to the quick tutorial on data manipulation with Pandas! In this tutorial, we will cover a wide range of topics, starts with …
From Detection to Correction: How to Keep Your Production Data Clean and Reliable
Author(s): Youssef Hosni Originally published on Towards AI. Table of Contents: In Production ML, data quality is everything. No matter how great your models or algorithms are, if the data you feed them is garbage, you’ll get garbage results. But how can …
LLM Replacing Doctors! Med-PaLM 2
Author(s): Dr. Mandar Karhade, MD. PhD. Originally published on Towards AI. Med-PaLM 2, consistently performed at an “expert” doctor level on medical exam questions, scoring 85% Large Language Models have made remarkable progress in recent years. Large Language Models don’t really have …
Evolutionary Adversarial Attacks on Deep Networks
Author(s): Moshe Sipper, Ph.D. Originally published on Towards AI. AI-generated image (craiyon) Despite their uncontested success, recent studies have shown that Deep Neural Networks (DNNs) are vulnerable to adversarial attacks. A barely detectable change in an image can cause a misclassification in …
1 Line of Code to Make Your Pandas 80% More Efficient: Modin Pandas
Author(s): Ulrik Thyge Pedersen Originally published on Towards AI. Remove your Data Transformation Bottlenecks with Parallelization Image by Author with @MidJourney Introduction Python’s Pandas library is one of the most popular tools for data manipulation and analysis. However, Pandas can struggle with …
Exponential Smoothing for Balancing Multilingual Model Training Data
Author(s): Deepanjan Kundu Originally published on Towards AI. What is a multilingual model? Machine learning models that cover more than one language are called multilingual models. Since languages differ significantly from each other in script, vocabulary, grammar, and writing styles, in the …
Maximizing LangChain Efficiency: Agents and ReAct Method Review.
Author(s): iva vrtaric Originally published on Towards AI. Image by Lexica AI Human intelligence is unique in its ability to combine task-oriented actions with verbal reasoning. This allows us to learn new tasks quickly and perform robust decision-making, even in unfamiliar situations. …
3 Efficient Ways to Filter a Pandas DataFrame Column by Substring
Author(s): Byron Dolon Originally published on Towards AI. How to quickly filter string columns in Pandas for Machine Learning pre-processing Used with permission from ohmintyartz The Pandas library is used extensively not only for crunching numbers but also for working with text …
Let’s Learn Deep Learning Together with Python!
Author(s): Gencay I. Originally published on Towards AI. Unlocking the Power of Deep Learning: A Comprehensive Guide to Python, for Mastering Deep Learning along with Data Science. Image by Author —Let’s Learn Deep Learning Together with Did you know that deep learning …
Inside Generative Agents: Google and Stanford University’s Generative AI Method that Created Agents that Simulated Human Behavior
Author(s): Jesus Rodriguez Originally published on Towards AI. One of the most fascinating papers of the year uses generative AI to provide some insights into the emergence of human behavior. Image Credit: Google-Stanford University I recently started an AI-focused educational newsletter, that …
How AI Enhances Writing & Affects Journalism
Author(s): Louis Bouchard Originally published on Towards AI. An interview with Limarc Ambalina, VP of Editorial at HackerNoon Originally published on louisbouchard.ai, read it 2 days before on my blog! Join us for an engaging podcast episode with Limarc Ambalina, the Vice …
Google Says You Don’t Need Doctors! I have doubts
Author(s): Dr. Mandar Karhade, MD. PhD. Originally published on Towards AI. An ML-based approach to better characterize lung diseases. Understanding the complex interplay between genetics and the environment can help us better predict and prevent diseases. To achieve this understanding, large national …
Most Effective Methods to Master Python Dictionaries
Author(s): Gencay I. Originally published on Towards AI. Master the Art of Python Dictionaries: A Deep Dive into Essential Dictionary Methods and Data Structures — Created in Canvas Why should you use Python dictionaries? Well, dictionaries are an efficient and flexible data …
![Building and Deploying a GAN Streamlit Web App on Heroku [Part 2]](https://i0.wp.com/miro.medium.com/v2/resize:fit:875/1*cYHuPy24V-HyPV56PnX28A.png?w=875&resize=875,459&ssl=1 "Building and Deploying a GAN Streamlit Web App on Heroku [Part 2]")
Building and Deploying a GAN Streamlit Web App on Heroku [Part 2]
Author(s): Youssef Hosni Originally published on Towards AI. Table of Contents: One of the most fascinating applications of AI is in the field of image generation, which has been made possible by the development of Generative Adversarial Networks (GANs). In this article, …
Cross-Selling Web App on Streamlit Cloud
Author(s): Claudio Giorgio Giancaterino Originally published on Towards AI. Insurance Companies are becoming data-driven oriented with the Marketing field assuming a strategic role for the Company’s growth. With this project, is achieved a little more knowledge of cross-selling strategy from a data …
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