Cross-Selling Web App on Streamlit Cloud
Author(s): Claudio Giorgio Giancaterino Originally published on Towards AI. Insurance Companies are becoming data-driven oriented with the Marketing field assuming a strategic role for the Companyβs growth. With this project, is achieved a little more knowledge of cross-selling strategy from a data …
Visualizing Forecast Accuracy with Prophet
Author(s): Ulrik Thyge Pedersen Originally published on Towards AI. Maximizing Forecast Accuracy with Prophet and Python Image by Author with @MidJourney Time series forecasting is a critical component of many business and scientific applications, from predicting financial market trends to anticipating demand …
Twoβs Company, Threeβs an Ensemble
Author(s): Moshe Sipper, Ph.D. Originally published on Towards AI. AI-generated image (craiyon) Ensemble techniques β wherein a predictive model is composed of multiple (possibly) weaker models β are prevalent nowadays within the field of machine learning (ML) and deep learning (DL). Well-known …
Letβs Get a Head of %99 of Data Scientist With ChatGPT!
Author(s): Gencay I. Originally published on Towards AI. Unlock the Power of ChatGPT: Mastering Data Science, Machine Learning, and Web Scraping Techniques for Impactful Data Visualization Letβs get a head of %99 of Data Scientist with ChatGPT- Created in Canvas Are you …
Uncovering the Illusion: A Closer Look at Simpsonβs Paradox and Its Implications for Statistical Analysis
Author(s): Abhishek Originally published on Towards AI. How to Detect and Avoid Simpsonβs Paradox: A Statistical Phenomenon that Can Challenge Our Intuition and Assumptions Photo by ζζ¨ζ··ζ ͺ cdd20 on Unsplash Table of contents: Introduction Real-world incidents in history Analysing real-world data examples …
Meet CodeT5+: Salesforce Research New Open Source Code Generation LLMs
Author(s): Jesus Rodriguez Originally published on Towards AI. The suite of models exhibited abilities such as zero-shot learning and mathematical reasoning. Created Using Midjourney I recently started an AI-focused educational newsletter, that already has over 160,000 subscribers. TheSequence is a no-BS (meaning …
Fixing SimCLRβs Biggest Problem β BYOL Paper Explained
Author(s): Boris Meinardus Originally published on Towards AI. How BYOL introduced the new SOTA idea of all modern Self Supervised Learning frameworks. SimCLR successfully implemented the idea of Contrastive Learning and, back then, achieved a new state-of-the-art performance! Nevertheless, the idea has …
Inside StarCoder: The New Open Source LLM that Can Generative Code in Over 80 Programming Languages
Author(s): Jesus Rodriguez Originally published on Towards AI. The new project is part of the BigCode initiative by Hugging Face and ServiceNow. Created Using Midjourney I recently started an AI-focused educational newsletter, that already has over 150,000 subscribers. TheSequence is a no-BS …
Deep Learning from Scratch in Modern C++: Cost Functions
Author(s): Luiz doleron Originally published on Towards AI. Letβs have fun by implementing Cost Functions in pure C++ and Eigen. In machine learning, we usually model problems as functions. Therefore, most of our work consists of finding ways to approximate functions using …
Applying Exponential Smoothing for Accurate Time Series Forecasts
Author(s): David Andres Originally published on Towards AI. 1. Simple Exponential Smoothing Source: Image by euzepaulo on Unsplash Exponential Smoothing is a great method to predict future events based on past experiences. Itβs especially handy when youβre dealing with a single type …
How to Get a Taste of Everything: Sampling Techniques
Author(s): Roli Trivedi Originally published on Towards AI. Mastering the art: Tips and tricks for successful sampling Photo by Natalia Gusakova on Unsplash Sampling is the process of selecting a subset(sample) from the population. It is done to get information about a …
PandasAI β Pandas Newborn child from ChatGPT
Author(s): Gencay I. Originally published on Towards AI. Revolutionizing Data Analysis with PandasAI: OpenAIβs Latest Innovation Uniting Machine Learning, Pandas, and ChatGPT Technology Image by Author β Created in Canvas and Dell E2 PandasAI is a new library that merges the power …
5 Papers You Can't-Miss: Reinforcement Learning
Author(s): Ulrik Thyge Pedersen Originally published on Towards AI. Image by Author with @MidJourney Reinforcement Learning (RL) is an important subfield in the area of machine learning that deals with agent programs learning actions in an environment to minimize a loss function …
Meet ImageBind: Meta AIβs New Model that Learns Across Six Modalities
Author(s): Jesus Rodriguez Originally published on Towards AI. The model is able to capture knowledge from text, image/video, audio, depth (3D), thermal (infrared radiation), and inertial measurement units (IMU). Image Credit: Meta AI I recently started an AI-focused educational newsletter, that already …
How To Create Your Own LLM-Powered Slackbot With Langchain on Your Own Private Data
Author(s): Mostafa Ibrahim Originally published on Towards AI. Perform question answering or summarisation from the comfort of Slack using Langchain on custom data. Photo by Austin Distel on Unsplash Throughout my own journey of exploring LLMs (Large Language Models), I have made …
Popular posts
Updates
Recent Posts
