The Beginners' Guide to map, zip, and filter Functions in Python
Author(s): Chetan Ambi Originally published on Towards AI. Syntax: Photo by Jude Infantini on Unsplash At first, the usage of map, zip, and filter functions seem intimidating for beginners in Python programming. The goal of this article is to provide you details …
What is Perspective Warping? | OpenCV and Python
Author(s): G SowmiyaNarayanan Originally published on Towards AI. A step-by-step guide to applying a perspective transformation on images Computer vision is all abuzz now. People everywhere are working on some form of deep-learning-based computer vision projects. But before the advent of Deep …
#1. It’s slow.
Author(s): Frederik Bussler Originally published on Towards AI. And what is? “Jeremy Howard -Strategic Shifts in IT, World Economic Forum 2014” by WEF licensed under CC BY-NC-SA 2.0 Jeremy Howard, AI expert and former President of Kaggle — the world’s largest data …
Data Science Evaluation Metrics — Unravel Algorithms for Classification [Part 1]
Author(s): Maximilian Stäbler Originally published on Towards AI. Photo by Luke Chesser on Unsplash Data Science, Machine Learning Lessons learned about evaluation metrics for classification tasks. If you do not know how to ask the right question, you discover nothing.– W. Edwards …
A Gentle Introduction To Genetic Algorithms
Author(s): Dasaradh S K Originally published on Towards AI. Programming Source Genetic Algorithms are based on Charles Darwin’s theory of natural selection and are often used to solve problems in research and machine learning. In this article, we’ll be looking at the …
Crack Detection in Concrete
Author(s): Chittal Patel Originally published on Towards AI. Photo by Maud CORREA on Unsplash Computer Vision Using Computer Vision Introduction Crack detection is crucial in monitoring the health of infrastructural buildings. As seasons change and the level of moisture remains inconsistent across …
5 Killer Machine Learning Automation Scripts
Author(s): Durgesh Samariya Originally published on Towards AI. Collection of Machine Learning Automation Scripts Photo by charlesdeluvio on Unsplash Automating machine learning workflows is essential to streamline the development, deployment, and maintenance of machine learning models. In this discussion, we have covered …
ChatGPT Guide for Data Visualization: Top 80 Most Important Prompts
Author(s): Gencay I. Originally published on Towards AI. Unlock the power of data visualization in Python with Seaborn, Matplotlib, Plotly, and Bokeh: The ChatGPT Guide. Image by Author — Did you know that data visualization is a powerful tool for making sense …
Tensorflow Cheat Sheet: Say Hi to Deep Learning!
Author(s): Gencay I. Originally published on Towards AI. Simplify Your Deep Learning Journey with Our Comprehensive TensorFlow Cheat Sheet for Python. – Created in Canvas- Image by Author Are you looking to master deep learning with TensorFlow? Whether you’re a beginner or …
How I Created an Animation Of the Embeddings During Fine-Tuning
Author(s): Markus Stoll Originally published on Towards AI. Using Cleanlab, PCA, and Procrustes to visualize ViT fine-tuning on CIFAR-10 In the field of machine learning, Vision Transformers (ViT) are a type of model used for image classification. Unlike traditional convolutional neural networks, …
Data Science Accelerated: ChatGPT Code Interpreter as Your AI Assistant
Author(s): Esmaeil Alizadeh Originally published on Towards AI. Enhance Your Data Analysis by utilizing Interactive Assistance and Insights from ChatGPT Code Interpreter through an Example Image Generated with “Bing Image Creator” powered by DALL·E In this post, we are going to use …
Deep Dive Into Error Bar Visualization
Author(s): Cornellius Yudha Wijaya Originally published on Towards AI. Breaking down the fundamental of the error bar Photo by Sarah Kilian on Unsplash Data visualization is a tool for data people to simplify information in a way that humans would understand. The …
PyScript Is Ok-ish To Make Your Pages Interactive, but Only as a Last Resource if You Don’t Know Any Javascript
Author(s): LucianoSphere Originally published on Towards AI. PyScript is too slow and heavy, and it doesn’t support all the features and libraries you may want to use. There’s been a lot of hype these days about the possibility of running Python code …
Wrapper for WIN32 Package Part-1
Author(s): Bala Gopal Reddy Peddireddy Originally published on Towards AI. An automated code to modify the Macro-Enabled Excel files using python….! Photo by Juliana Malta on Unsplash What Is Win32? Win32 is the Application Programming Interface for 32-bit as well as 64-bit …
NLP using DeepLearning Tutorials: A Sentiment Classifier based on perceptron (Part 4/4)
Author(s): Abdelkader Rhouati Originally published on Towards AI. Evaluation of test data This image is uploaded from source Natural Language Processing is one of the most complicated fields of machine learning, basically due to the complexity and ambiguity of the language. However, …
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