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How To Use TPUs in Kaggle / Google Colab To Train a GAN in the Blink of An Eye.
Author(s): Pere Martra Originally published on Towards AI. Looking to speed up your GAN training? In this article, I’ll show you how to utilize TPUs in Kaggle or Google Colab to drastically reduce training time, allowing you to generate high-quality images in …
A Guide to Computational Linguistics and Conversational AI
Author(s): Suvrat Arora Originally published on Towards AI. Hey Siri, How’s the weather today? — if this statement sounds familiar, you are not foreign to the field of computational linguistics and conversational AI. Source: Creative Commons In recent years, we have seen …
Acheiving 33rd Rank (of 186) in a NASA Harvest Field Boundary Detection Challenge in 50 Epochs
Author(s): Ronny Polle Originally published on Towards AI. A full description with ablations and code. source : Zindi.Africa Outline 1. Problem Statement 2. Approach 3. Key Takeaways Problem Statement NASA Harvest Field Boundary Detection challenge is a machine learning challenge organized by …
Building Customized Chatbots for the Web Using gpt-3.5-turbo, the Real Language Model Behind ChatGPT
Author(s): LucianoSphere Originally published on Towards AI. Summary, source code ready to use, and an example chatbot to go play with right away OpenAI released yesterday API endpoints for Whisper, their speech recognition engine, and for GPT-3.5-turbo, which, as explained on their …
Demystifying Decision Trees
Author(s): Andrea Ianni Originally published on Towards AI. Explained from scratch, step by step Some time ago, I found myself having to explain the tree-based algorithms to a person who was into mathematics… but with zero knowledge of data science. So, I …
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 …
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