Gaussian Blurring β A Gentle Introduction
Author(s): Vijay Vignesh Originally published on Towards AI. Source: Coreldraw Gaussian blurring is an image processing technique used to reduce the noise and smoothen out an image. Before I get into Gaussian blurring, let me touch upon the concept of noise and …
Summertime Sadness ft. PandasAI: Deep-Dive
Author(s): Soumyadip Mal Originally published on Towards AI. PandasAI β a potential game-changer for Data Engineers or just a gimmick? Letβs find out! Spent the entire day with this nifty little library, dismantled it bit by bit, and, here are my 2 …
Inside AlphaDev: DeepMindβs Newest Breakthrough Model that Was Able to Discover New Sorting Algorithms
Author(s): Jesus Rodriguez Originally published on Towards AI. AlphaDev uses deep reinforcement learning to master a game that simulates the instructions of an algorithm. Created Using Midjouney I recently started an AI-focused educational newsletter, that already has over 160,000 subscribers. TheSequence is …
NVIDIA: LLM That Predicts Patient Readmission
Author(s): Dr. Mandar Karhade, MD. PhD. Originally published on Towards AI. Pretraining datasets (NYU Notes, NYU NotesβManhattan, NYU NotesβBrooklyn) TLDR Nearly 15% of hospital patients in the U.S. are readmitted within 30 days of their initial discharge, which is often associated with …
Create Your AI Math Tutor App in 30 Lines of Code with Streamlit, LangChain, and ChatGPT
Author(s): Soner YΔ±ldΔ±rΔ±m Originally published on Towards AI. The power of ChatGPT meets the ease of Streamlit. Photo by Andrea De Santis on Unsplash The advancements in large language models (LLMs) have grabbed a lot of attention. Although some people consider it …
From Pixels to Predictions: Unraveling Convolutional Neural Networks and the Magic of Transfer Learning
Author(s): Raman Rounak Originally published on Towards AI. Photo by Drew Dizzy Graham on Unsplash Introduction Hey there! Welcome to the AI wonderland, where mind-blowing technology is rocking the accuracy and brainpower charts. In this article, weβre diving headfirst into the captivating …
Machine Learning Roadmap β Part 1: Personal Recommendations for Beginners
Author(s): Akhil Theerthala Originally published on Towards AI. Photo by delfi de la Rua / Unsplash Recently, we have seen a boom in Generative AI-the fantastic responses from ChatGPT, the mind-blowing images from Adobe Firefly, Midjourney and Dall-E, the announcement of "Soundstorm" …
High-Speed Inference with llama.cpp and Vicuna on CPU
Author(s): Benjamin Marie Originally published on Towards AI. You donβt need a GPU for fast inference A vicuna β Photo by Parsing Eye on Unsplash For inference with large language models, we may think that we need a very big GPU or …
Stop Creating Boring Vanilla Plots β Use Matplotlib Annotations Instead
Author(s): Bex T. Originally published on Towards AI. Be a pro and stand out Image by me with Midjourney Every single tutorial or course I took did not care to spend more than 5 minutes explaining annotations in Matplotlib. If I googled …
How to Write More Pythonic Functions That Are a Delight to Others and IDEs
Author(s): Bex T. Originally published on Towards AI. Function writing is a skill β take the first step to master it Image by me with Midjourney Ever wondered why 99% of programmers write code in English? Why not in Chinese or Russian …
Obtain FREE Oracle Certifications, including for AI/ML
Author(s): Wagner Franchin Originally published on Towards AI. Master High-Demand Skills in AI, MultiCloud, and Machine Learning Photo by BoliviaInteligente on Unsplash Oracle Cloud Infrastructure (OCI) helps thousands of companies and millions of users run their entire application portfolio and mission-critical workloads …
Data Lifecycle in Production: Defining and Collecting useful data.
Author(s): Akhil Theerthala Originally published on Towards AI. Photo by Mika Baumeister / Unsplash Recently, I have worked on an MLOps series, where I briefly discussed the different steps involved in the lifecycle of a Machine learning project. We started with the …
GPT-4: 8 Models in One; The Secret is Out
Author(s): Dr. Mandar Karhade, MD. PhD. Originally published on Towards AI. GPT4 kept the model secret to avoid competition, now the secret is out! Top highlight The GPT4 model has been THE groundbreaking model so far, available to the general public either …
A Detailed Tutorial on Polynomial Regression in Python, Overview, Implementation, and Overfitting
Author(s): Rashida Nasrin Sucky Originally published on Towards AI. Complete code in Python Photo by Joshua Reddekopp on Unsplash I have been writing tutorials on Machine learning, deep learning, data visualization, analysis, and statistics for some time. But I realized I didnβt …
AlexNet: Implementation from Scratch
Author(s): Muhammad Arham Originally published on Towards AI. A PyTorch series for people starting with Deep Learning. Following an implementation-based approach of various well-known architectures. Image from Paper Introduction The Alexnet architecture was a breakthrough at the time of its publication, achieving …
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