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Areas Served: Correlation and Causation: What are the Differences?
Author(s): Cornellius Yudha Wijaya Originally published on Towards AI. Learn the differences between both concepts Photo by Sam Moghadam Khamseh on Unsplash In statistics and data science, we often encounter correlation and causation terms. Albeit, the correlation was mentioned more often …
Memorizing Transformer
Author(s): Reza Yazdanfar Originally published on Towards AI. How To Scale Transformers’ Memory up to 262K Tokens With a Minor Change?Extending Transformers by memorizing up to 262K tokens This article is a fabulous attempt to leverage language models in memorizing information by …
A Beginners Guide to Synthetic Data
Author(s): Supreet Kaur Originally published on Towards AI. A Beginner’s Guide to Synthetic Data Data for Machine Learning Model is like the heart of the human body. A model’s success depends on multiple factors, but Data is one of the critical factors …
Microsofts MathPrompter Shows How to Use Mathematical Reasoning with Large Language Models
Author(s): Jesus Rodriguez Originally published on Towards AI. Microsoft’s MathPrompter Shows How to Use Mathematical Reasoning with Large Language ModelsThe model uses a four-step process to improve trust and reasoning in mathematical problems. I recently started an AI-focused educational newsletter, that already …
Implementing KNN Classification with TensorlFlow.js
Author(s): Jesse Langford Originally published on Towards AI. By New Africa In this article, I will show how to implement a K-Nearest Neighbor classification with Tensorflow.js. TensorFlow.js is an open-source library for machine learning, capable of running in the browser or on …
Generating Adversaries for CNNs: My Cat Is a Goldfish, so Dont Tax It.
Author(s): Akhil Theerthala Originally published on Towards AI. 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 ubiquitous in …
PCA: Bioinformaticians Favorite Tool Can Be Misleading
Author(s): Salvatore Raieli Originally published on Towards AI. PCA: Bioinformatician’s Favorite Tool Can Be MisleadingA new study assesses how a most used technique can be problematicPhoto by NASA on Unsplash The principal component analysis (PCA)is a popular machine learning technique used for …
The Impact of 5G Technology on IoT & Smart Cities
Author(s): Deepankar Varma Originally published on Towards AI. The Impact of 5G Technology on IoT & Smart Cities The Internet of Things (IoT) and smart cities are projected to be significantly impacted by the advent of 5G technology, which is poised to …
How Can Hardcoded Rules Overperform ML?
Author(s): Ivan Reznikov Originally published on Towards AI. I have a confession to make. When I was younger, I was sure that ML could, if not overperform, at least match the pre-ML-era solutions almost everywhere. I’ve looked at rule constraints in deployment …
Navigating the World of Data Engineering: A Beginners Guide.
Author(s): Data Science meets Cyber Security Originally published on Towards AI. Navigating the World of Data Engineering: A Beginner’s Guide. A GLIMPSE OF DATA ENGINEERING ❤ IMAGE SOURCE: BY AUTHOR Data or data? No matter how you read or pronounce it, data …
Mastering Pandas: 21 Pandas Tips Every Data Scientist Should Know
Author(s): Fares Sayah Originally published on Towards AI. Maximize Your Pandas Skills: Essential Tips and Tricks for Mastering Data Manipulation Photo by Pascal Müller on Unsplash Whether you’re a beginner or an experienced data analyst, the 21 tips and tricks covered in …
Microsoft Laid off Entire Ethics Team
Author(s): Dr. Mandar Karhade, MD. PhD. Originally published on Towards AI. After an 11 billion dollar investment in the State of the art technology in AI, Microsoft’s decision to lay off the Ethics team sheds doubt on its commitment to responsible AI. …
Dialogue Prompting Over Documents Using ChatGPT API
Author(s): Skanda Vivek Originally published on Towards AI. This tutorial uncovers how to format multiple inputs to guide dialogues over custom documents using ChatGPT.Chatbot generated in Dream Studio | Skanda Vivek Recently, the ChatGPT API has developers all over making interesting product …
Real-Time Data Linkage via Linked Data Event Streams
Author(s): Samuel Van Ackere Originally published on Towards AI. Seamless and efficient interlinking of a data stream across various domains and applications Photo by Toa Heftiba on Unsplash Real-time interchanging data across domains and applications is challenging; data format incompatibility, latency and …
The Outcomes of Quantum Computing: Exploring its applications and challenges
Author(s): Deepankar Varma Originally published on Towards AI. Quantum computing is a revolutionary technology that has the potential to completely change the way we approach computation. Unlike traditional computing, which relies on binary bits, quantum computing relies on qubits which are quantum …
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