Can ChatGPT think?
Author(s): Dor Meir Originally published on Towards AI. An answer from Leibowitz, Yovell, and ChatGPT “An image of ChatGPT sitting in a futuristic, high-tech room, surrounded by screens displaying data and algorithms. The model is depicted deep in thought, with its ‘eyes’ closed, …
Deep Learning Explained : Perceptron
Author(s): Clément Delteil Originally published on Towards AI. Deep Learning Explained: Perceptron The key concept behind every neural network. Source: Image by Gerd Altmann from Pixabay Nowadays, frameworks such as Keras, TensorFlow, or PyTorch provide turnkey access to most deep learning solutions without necessarily …
Don’t Be Afraid. Whoever You Are, You Could Become Data Scientist!
Author(s): Cornellius Yudha Wijaya Originally published on Towards AI. No degree or someone could stop you from becoming a data scientist Continue reading on Towards AI » Join thousands of data leaders on the AI newsletter. Join over 80,000 subscribers and keep …
Solar Power Prediction Using SARIMA, XGBoost, and CNN-LSTM
Author(s): Amit Bharadwa Originally published on Towards AI. Analyzing and forecasting solar power performance using statistical tests and machine learning Photo by Nuno Marques on Unsplash Table of Contents Introduction The Data Exploratory Data Analysis (EDA) Modelling SARIMA XGBoost CNN-LSTM Results 5. Conclusion The purpose of …
2D Path Planning With CNN
Author(s): Davide Caffagni Originally published on Towards AI. A convolutional neural network (CNN) is a popular model for solving tasks like image classification, segmentation, object detection, etc. This is an experiment to assess its application to solve simple 2D path planning problems. …
Comprehensive Data Analysis with SQL and Data Visualization: Alibaba User’s Behavior Investigation
Author(s): Kirsten Jiayi Pan Originally published on Towards AI. As data analysts, we all know that a beautiful dashboard can tell stories of the dataset, and meaningful business insights can turn data into dollars. So how to exploit the limited data and …
Feature selection for unsupervised problems: the case of clustering
Author(s): Kevin Berlemont, PhD Originally published on Towards AI. Feature Selection for Unsupervised Problems: The Case of Clustering Photo by NASA on Unsplash With the massive growth of data over the last decade, selecting the right feature is becoming a major challenge. A …
3 Reasons You Should Avoid Pie Plots At All Costs
Author(s): Filipe Filardi Originally published on Towards AI. 3 Reasons You Should Avoid Pie Plots At All Costs The case against pie plots and a look at the alternatives Prompt used: Pie Plot | Created by Author using Stable Diffusion Pie Plots are …