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 thatβs 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: Bioinformaticianβs 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 …
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. Iβve 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 Beginnerβs Guide. A GLIMPSE OF DATA ENGINEERING β€ 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 MΓΌller on Unsplash Whether youβre a beginner or an experienced data analyst, the 21 tips and tricks covered in …
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 …
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 …
OpenChatKit is an Open Source Alternative to ChatGPT
Author(s): Jesus Rodriguez Originally published on Towards AI. The framework was created by the collaboration of Togeter, LAION, and Ontocord.Created Using Midjourney I recently started an AI-focused educational newsletter, that already has over 150,000 subscribers. TheSequence is a no-BS (meaning no hype, …
Multivariate Linear Regression From Scratch
Author(s): Erkan HatipoΔlu Originally published on Towards AI. With Code in Python Photo by Hitesh Choudhary on Unsplash Introduction In this new episode of the Machine Learning Basics series, we will create a model for a multivariate linear regression task and validate …
Build and Deploy Custom Docker Images for Object Recognition
Author(s): Hasib Zunair Originally published on Towards AI. Learn how to build and deploy a full-stack machine learning (ML) image recognition application from scratch to classify different objects. Source: Image by Ian Taylor at Unsplash. Motivation Several components are involved in building …
Python Statistical Analysis: Measures of central tendency and dispersion
Author(s): MicroBioscopicData Originally published on Towards AI. Welcome to this tutorial on measures of central tendency and spread with Python. In this tutorial, we will explore the different measures of central tendency, including mean, median, and mode, and how to calculate them …
Trends in AI March 2023
Author(s): Sergi Castella i SapΓ© Originally published on Towards AI. LLaMA from Meta, an embodied PALM-E model from Google, Consistency Models, and new OpenAI API endpoints plus juicy pricing for ChatGPT: 0.002$/1k tokens. Source: Zeta Alpha The fast-paced development of Large Language …
The Best YouTube Channels for Learning Data Science for Free in 2023
Author(s): Youssef Hosni Originally published on Towards AI. Table of Contents: This member-only story is on us. Upgrade to access all of Medium. In recent years, data science has become an increasingly popular field due to the explosion of data and the …
Step-by-step Handwriting Words Recognition With PyTorch
Author(s): Rokas Liuberskis Originally published on Towards AI. Construct an accurate handwriting recognition model with PyTorch! Understand how to use the MLTU package to simplify the PyTorch models training pipeline and discover methods to enhance your modelβs accuracy. This member-only story is …
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