Unlocking the Power of Cross-Validation
Author(s): Roli Trivedi Originally published on Towards AI. A Comprehensive Guide to Optimizing Model Performance Photo by Gilly on Unsplash Cross-validation is a popular technique in machine learning and statistical analysis that involves dividing a dataset into subsets to assess and validate …
Three Insidious Data Fallacies to Recognise in the Age of AI
Author(s): John Adeojo Originally published on Towards AI. A Brief Examination of Data Fallacies and Their Influence on Decisions Image by Author: Generated with Midjourney In the age of AI, business leaders are becoming increasingly aware of the merits of a data-driven …
SpeakGPT Instead of ChatGPT! Let’s Do the Data Project by Just Speaking!
Author(s): Gencay I. Originally published on Towards AI. Unleashing the Power of ChatGPT in Data Science by Speaking Created in LeonardoAI Last day, I was analyzing my transactions by using Python. At that time, my cat jumps into my lap and wants …
Building Industry Level Data Science Projects: A Step-by-Step Guide
Author(s): Youssef Hosni Originally published on Towards AI. A Comprehensive Roadmap for Building Industry-Level Projects While the demand for data scientists & AI engineers continues to rise, there remains a significant gap between academic knowledge and practical implementation, especially when it comes …
Efficient Nonlinear Function Fitting with Matlab’s nlinfit
Author(s): LucianoSphere Originally published on Towards AI. Powerful and versatile fitting of complex functions with Matlab's nlinfit function Photo by eskay lim on Unsplash Fitting procedures play a crucial role in various scientific and engineering fields, enabling researchers to model and analyze …
How Will ChatGPT and LLMs Accelerate Paths to AGI?
Author(s): Koza Kurumlu Originally published on Towards AI. About a year ago, I wrote an article that summarised Nick Bostrom’s book ‘Superintelligence’, which essentially provided possible paths to a general intelligence system (AGI). At the time that book was published and also …
AI Text Detectors: Amazing Sleuths or WHAT?
Author(s): Toluwani Aremu Originally published on Towards AI. Our thoughts are manifested through both the words we choose and how we express them. Writing, as an art form, utilizes language to creatively convey intricate ideas, emotions, and imagery. It serves as a …
The “Real” Risk of AI — Minus the Fear Mongering
Author(s): Aditya Anil Originally published on Towards AI. “Humanity” had and will continue to have an important role in AI to tackle the Real Risks of AI. The following image was the Time Magazine Cover on AI. The cover reportedly declares that …
A quick Introduction to Machine Learning. Part-4 (Final Part)
Author(s): Abhijith S Babu Originally published on Towards AI. In this machine learning series, we have come across various machine learning techniques. In part-3, we saw how decision trees can be used in machine learning. The drawbacks of the ID-3 algorithms were …
20 Underdog Python Built-in Libraries That Deserve Much More Attention
Author(s): Bex T. Originally published on Towards AI. Time to go out of the shadows — the built-in library Image by me with Midjourney Most people think Python’s mass dominance is due to its powerful packages like NumPy, Pandas, Sklearn, XGBoost, etc. …
Supercharge Your AI: Cracking the Code to Prompt Engineering Magic!
Author(s): Raman Rounak Originally published on Towards AI. Photo by ilgmyzin on Unsplash What the heck is Prompt Engineering all about? Well, readers, prompt engineering is like the secret sauce for making awesome AI systems. It’s all about crafting prompts that make …
A Powerful Way to Master New Data Science Libraries Without Wasting Weeks
Author(s): Bex T. Originally published on Towards AI. Learn new packages effectively on your own Image by me with Midjourney Online courses and videos often have hidden agendas. They want to make the new data science libraries you are learning as easy …
Neuralangelo by NVIDIA Explained
Author(s): Louis Bouchard Originally published on Towards AI. Here’s the best Images-to-3D AI to date, and how it works… Originally published on louisbouchard.ai, read it 2 days before on my blog! https://www.youtube.com/embed/K_phjX9eYwY A year ago, I wrote an article about a revolutionary …
Gaussian Blurring — 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 — a potential game-changer for Data Engineers or just a gimmick? Let’s find out! Spent the entire day with this nifty little library, dismantled it bit by bit, and, here are my 2 …
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