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 …
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 …
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 …
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 …
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 …
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 …
The Complete Guide to Machine Learning: Mastering Python for a Career in ML Engineering
Author(s): Simranjeet Singh Originally published on Towards AI. Introduction The field of machine learning is expanding quickly and has the potential to completely change how we approach problem-solving across a variety of industries. However, given the amount of material accessible on the …
Meet Alpaca: Stanford University’s Instruction-Following Language Model that Matches GPT-3.5 Performance
Author(s): Jesus Rodriguez Originally published on Towards AI. The model is based on Meta AI’s LLaMA and remains significatively smaller than GPT-3.5. Created Using Midjourney I recently started an AI-focused educational newsletter, that already has over 150,000 subscribers. TheSequence is a no-BS …
10 End-to-End Guided Data Science Projects to Build Your Portfolio
Author(s): Youssef Hosni Originally published on Towards AI. Join Medium with my referral link – Youssef Hosni Data science is one of the most sought-after fields in today’s job market. With the ever-increasing amount of data being generated every day, businesses are …
Multimodal Deep Multipage Document Classification using both Image and Text
Author(s): Qaisar Tanvir Originally published on Towards AI. Document AI using python and Tensorflow, using CNN (for image) and BERT (for text), and combining both in a multimodal model to get the best of both worlds Inspired from : https://link.springer.com/chapter/10.1007/978-3-030-43823-4_35 The conventional …
AI Won’t Replace Marketers, But It Will Help Them Succeed
Author(s): Frederik Bussler Originally published on Towards AI. GPT-4 isn’t taking your job. Photo by Christina @ wocintechchat.com on Unsplash The progress of artificial intelligence follows a J-curve, as the technology saw decades of research and development before finally reaching the mainstream. …
RMSprop Explained: a Dynamic learning rate
Author(s): Skander Menzli Originally published on Towards AI. Photo by Johnson Wang on Unsplash Introduction: Gradient descent is one of the most fundamental building blocks in all of the machine learning, it can be used to solve simple regression problems or build …
All Statistical Tests using Python: Mastering Statistics | Part — 1
Author(s): Simranjeet Singh Originally published on Towards AI. Top highlight All Statistical Tests using Python: Mastering Statistics U+007C Part — 1 Introduction Welcome to “Mastering Statistical Tests with Python: A Comprehensive Guide.” that will go over all the fundamental statistical tests and …
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