5 Paradoxes in Statistics Every Data Scientist Should be Familiar With
Author(s): Simranjeet Singh Originally published on Towards AI. Top highlight Introduction Statistics is an essential part of data science, and it provides us with various tools and techniques to analyze and understand data. However, sometimes statistical results can be counterintuitive or even …
Computer Vision Tutorial Series M2C1
Author(s): Sujay Kapadnis Originally published on Towards AI. Module 2 — Convolutional Filters and Edge Detection Chapter 1 — Fourier Transform Starting here? This article is part of a computer vision Tutorial Series. Here’s where you can start. Learning Objectives: What is …
The Future of Cloud Computing : Trends, Challenges and Opportunities
Author(s): Deepankar Varma Originally published on Towards AI. By using cloud computing, users can access computing resources over the internet, including computing power, storage, and software applications, without having to install the infrastructure on-premise. Essentially, it refers to the ability to access …
Building a Neural Network with Backpropagation in Excel (No Programming Required!)
Author(s): Angela and Kezhan Shi Originally published on Towards AI. Learning Machine Learning Concepts with Simple Formulas and Functions in Excel Hey there, Excel enthusiasts and machine-learning newbies! Are you ready to dive into the world of neural networks without having to …
What Is Meant by the Regularization of the ML Model?
Author(s): Mahesh Sonawane Originally published on Towards AI. Regularization Models: Ridge-Lasso When I started studying ML, I was unable to understand how Linear regression, Ridge, Lasso, and Gradient Descent work mathematically. When I ask doubts to my friends, everyone explains differently, and …
RLPrompt Uses Reinforcement Learning for Prompt Optimization
Author(s): Jesus Rodriguez Originally published on Towards AI. The new research from Carnegie Mellon University formulates prompt optimization as a policy optimization problem. Created Using Midjourney I recently started an AI-focused educational newsletter, that already has over 150,000 subscribers. TheSequence is a …
Practical Python: Introduction to DataFrame and Series in Pandas
Author(s): Peace Aisosa Originally published on Towards AI. PYTHON BEGINNER SERIES Whether you’re new to Python or looking to improve your skills, this practical guide will help you understand the basics and start working with these powerful tools. Image by Gerd Altmann …
Text Classification using Bag of Words and TF-IDF with TensorFlow
Author(s): Chetan Ambi Originally published on Towards AI. Bag of Words model Image by author Table of Contents · Overview· Quick recap· Import libraries· Import dataset and EDA· Train test split · Text feature extraction· Model ∘ Bag of Words model ∘ …
Building an Audio Classification Model for Automatic Drum Transcription — Here’s What I Learnt
Author(s): Yoshi Man Originally published on Towards AI. An end-to-end journey from collecting labels to training a computer vision-based audio classification model. Photo by Nicholas Jeffries on Unsplash TL;DR — We built a model fine-tuned on InceptionResNetV2 through Keras that categorises drum …
How to build a WordPress Plugin to Reply to Comments with ChatGPT
Author(s): Benson Ruan Originally published on Towards AI. Integrate with OpenAI API, let AI help you reply to comments on your website ChatGPT has been a hot topic recently due to its impressive capabilities in natural language processing and generation. Its applications …
ChatGPT API 101 — A Beginner’s Guide
Author(s): Skanda Vivek Originally published on Towards AI. OpenAI just released the ChatGPT (GPT-3.5) API! This tutorial goes into the various ways you can use the ChatGPT API to turbo-charge your application. Photo by Mohamed Hassan form PxHere OpenAI just released their …
A Great Overview of Machine Learning Operations and How the MLFlow Project Made It Easy (Step By Step)
Author(s): Ashbab khan Originally published on Towards AI. Photo by Ramón Salinero on Unsplash development is a most important concept whether we talk about human evolution from hunter-gatherer to the modern human we see today. The same concept applies to the technologies …
How to Start Your ML Journey? | Results from LinkedIn Polls
Author(s): Akhil Theerthala Originally published on Towards AI. How to Start Your ML Journey? U+007C Results from LinkedIn Polls Photo by Susan Q Yin / Unsplash Someone trying to start their ML journey would be confused about where to start. There are …
Chord Labs | Get Started Guide: Custom GPT AI/ML App Development
Author(s): Xiao Zhou Originally published on Towards AI. Chord Labs U+007C Get Started Guide: Custom GPT AI/ML App Development 4-Step Plan to Build a GPT / ChatGPT App from Idea to Production Photo by Tim van der Kuip on Unsplash API-accessed models …
Python Statistical Analysis: A Guide to Identifying and Handling Outliers
Author(s): MicroBioscopicData Originally published on Towards AI. Welcome to this tutorial on the detection, plotting, and treatment of outliers with Python. In this tutorial, we will start by discussing what outliers are and why they matter. We will then cover methods for …
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