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Introduction to Causal Inference with Machine Learning in Python | by Marco Peixeiro | Jan, 2024

Data ScienceJanuary 24, 2024117Views 0Likes 0Comments

Discover the concepts and basic methods of causal machine learning applied in Python Photo by David Clode on UnsplashCausal inference has many tangible applications in a wide variety of scenarios, but in my experience, it is a subject that is rarely talked about among data scientists. In this article, we define causal inference and motivate…

Powering Up with Predictive GenAI

Data AnalyticsJanuary 24, 2024135Views 0Likes 0Comments

Sponsored Content Salted caramel. Yin and yang. Rock and roll. Predictive AI and generative AI. They’re all combinations that make such a bigger impact when they’re put together than alone. And today, we’re here to explore that last combination: Pecan’s Predictive GenAI. What is it, and how will it reshape your AI experience? Let's…

Researchers from Washington University in St. Louis Propose Visual Active Search (VAS): An Artificial Intelligence Framework for Geospatial Exploration

AI NewsJanuary 24, 2024109Views 0Likes 0Comments

In the challenging fight against illegal poaching and human trafficking, researchers from Washington University in St. Louis’s McKelvey School of Engineering have devised a smart solution to enhance geospatial exploration. The problem at hand is how to efficiently search large areas to find and stop such activities. The current methods for local searches are limited…

5 Steps to Transform Messy Functions into Production-Ready Code | by Khuyen Tran | Jan, 2024

Data ScienceJanuary 24, 2024105Views 0Likes 0Comments

Image by AuthorFunctions are essential in a data science project because they make the code more modular, reusable, readable, and testable. However, writing a messy function that tries to do too much can introduce maintenance hurdles and diminish the code’s readability. In the following code, the function impute_missing_values is long, messy, and tries to do…

Understanding the Accounts Payable Department

UncategorisedJanuary 24, 202486Views 0Likes 0Comments

A company’s Accounts Payable (AP) department carries the very important responsibility of tracing what the business owes to suppliers and vendors and verifying that payments are approved and made to these counterparties. Without an AP department, a business would have a difficult time tracking down all the invoices it receives from its suppliers and ensuring…

What is e-Tendering in 2024?: Definition, Benefits & Insights

NanonetsJanuary 23, 2024118Views 0Likes 0Comments

Years ago, suppliers and buyers lined up at auction houses to wheel and deal, negotiating in person to find the best product at the best price (for both parties). It goes without saying that the Internet killed the auction house for everyday B2B solicitation, but the model remained. Though negotiations were digitized and distant, most…

KDnuggets News, January 24: 5 Free University Courses to Learn Data Science • Convert Unstructured Data into Structured Insights with LLMs

Data AnalyticsJanuary 23, 202495Views 0Likes 0Comments

This week on KDnuggets: Here are five free university courses to help you get started in a data science career • Understand the unstructured data dilemma • And much, much more! Source link

Meet VMamba: An Alternative to Convolutional Neural Networks CNNs and Vision Transformers for Enhanced Computational Efficiency

AI NewsJanuary 23, 2024112Views 0Likes 0Comments

There are two major challenges in visual representation learning: the computational inefficiency of Vision Transformers (ViTs) and the limited capacity of Convolutional Neural Networks (CNNs) to capture global contextual information. ViTs suffer from quadratic computational complexity while excelling in fitting capabilities and international receptive field. On the other hand, CNNs offer scalability and linear complexity…

No Code GenAI Agents Workflow Orchestration: AutoGen Studio with Local Mistral AI model | by Han HELOIR, Ph.D. ☕️ | Jan, 2024

Data ScienceJanuary 23, 2024212Views 0Likes 0Comments

Introduction to AutoGen and Mistral AI: AutoGen is a framework developed by Microsoft and designed to simplify the development of multi-agent applications, particularly in orchestrating LLM agents. Multi-agent applications involve systems where multiple LLM or multi-modal agents or entities interact with each other in the whole workflow to achieve specific goals or tasks. These agents…

Zapier + QuickBooks: Accounting automation workflow ideas

UncategorisedJanuary 23, 2024111Views 0Likes 0Comments

Automation in accounting? A game-changer! Imagine invoice processing costs dropping from $40 to $1.42 each. That's why accounting automation is among the hottest trends today. QuickBooks Online is a powerhouse in accounting, but pair it with Zapier's automation magic, and you get an unstoppable duo. You can connect QuickBooks with over 5000+ apps — no code needed. Create an…