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Demystifying AI for everyone: Part 2-NLP Vectorization
Author(s): Himanshu Joshi Originally published on Towards AI. In the age of ChatGPT, let’s learn the basics I have started this Demystifying AI for everyone series to explain the basic building blocks of NLP in layman's language. So that in the age …
Creating Stunning Neural Network Visualizations with ChatGPT and PlotNeuralNet
Author(s): Clément Delteil Originally published on Towards AI. Presenting PlotNeuralNet, a LaTeX / Python package to visualize Neural Networks Visualization of a Fully Convolutional Neural Network architecture (FCN-8) Tired of the usual visualizations for neural networks? Let me introduce PlotNeuralNet by Haris …
Should One Skip Linear Algebra to Become a Data Scientist?
Author(s): Ivan Reznikov Originally published on Towards AI. This article is not about why linear algebra is essential in machine learning. This is an article on why you will need linear algebra. As a data science university lecturer, I recently had a …
Get Started in Data Engineering By Taking IBM Data Engineering Professional Certificate in 2023
Author(s): Joshua Yeung Originally published on Towards AI. How to Kick Start Your Career in Data Engineering? Photo by ThisisEngineering RAEng on Unsplash One of the most in-demand talents on the job market right now is the ability to be a data …
Python Programming: Understanding Common Types of Errors in Python and How to Fix Them
Author(s): Peace Aisosa Originally published on Towards AI. Learn about the common types of errors you might encounter while writing Python programs and how to handle them. Image by Gerd Altmann from Pixabay Python is a versatile and popular programming language that …
GPT-4 Is Releasing Next Week
Author(s): Dr. Mandar Karhade, MD. PhD. Originally published on Towards AI. Microsoft, I am ready to be disappointed; hit me! Exciting Guess what?! I write an article about GPT-4, and I am ready to be disappointed and then get to read an …
LLaMA by Meta leaked by an anonymous forum: Questions Arises on Meta
Author(s): Aditya Anil Originally published on Towards AI. How this leak by 4Chan poses a critical question about superintelligent models. Image generated via Stable Diffusion Only a few weeks ago Meta announced its new A.I. tool for AI researchers. And yesterday it …
When Should AI Be Used in Healthcare?
Author(s): Andrew Austin Originally published on Towards AI. The Ethical Challenges of AI with a focus on Healthcare This is part of a 10-part series about the Ethics and Governance of Artificial Intelligence for Health that the World Health Organization created. Andrew …
Parametric ReLU | SELU | Activation Functions Part 2
Author(s): Shubham Koli Originally published on Towards AI. Parametric ReLU U+007C SELU U+007C Activation Functions Part 2 What is Parametric ReLU ? Rectified Linear Unit (ReLU) is an activation function in neural networks. It is a popular choice among developers and researchers …
Predicting Stock Prices using ARIMA, Fourier Transforms, and Technical Indicators with Deep Learning: A Comprehensive Guide
Author(s): The AI Quant Originally published on Towards AI. Data Preparation In this article, we will explore the use of ARIMA and Fourier Transforms as features in a deep learning model for financial prediction. ARIMA (AutoRegressive Integrated Moving Average) is a widely …
Comprehensive Guide to Hampel Filter for Outlier Detection
Author(s): Louis Chan Originally published on Towards AI. Step by Step Walkthrough with S&P 500 Index Image by Midjourney; Edited by Author Disclaimer: This is a deep-dive tutorial of Hampel Filter. S&P 500 Index is just an example to demonstrate how to …
Fine-Tune BART for Translation on WMT16 Dataset (and Train new Tokenizer)
Author(s): Ala Alam Falaki Originally published on Towards AI. BART is a well-known summarization model. Also, it can do the translation task with the appropriate tokenizer for the target language. Photo by Etienne Girardet on Unsplash I recently attempted to test a …
Generating Adversaries for CNNs: My Cat Is a Goldfish, so Don’t Tax It.
Author(s): Akhil Theerthala Originally published on Towards AI. Adversarial ML Discover how to fool CNNs with unexpected images, like a cat that’s actually a goldfish! Learn how to generate adversaries for convolutional neural networks (CNNs) with this informative article. AI has become …
March 2023 Tech Roundup: The Latest News and Innovation
Author(s): SPX Originally published on Towards AI. The beginning of March 2023 has witnessed a flurry of exciting news in the field of science and technology. Researchers and scientists from around the world have been hard at work, making discoveries and advancements …
The Ultimate Guide to Statistics: Part 1— Descriptive Statistics
Author(s): Simranjeet Singh Originally published on Towards AI. Introduction Welcome to my statistics blog series! We’ll explore several different subjects in this series, including Descriptive Statistics, Inferential Statistics, Bayesian Statistics, Regression Analysis, Time Series Analysis, Financial Modeling and Analysis, and various Projects …
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