A Practical Guide to Building Recommender Systems
Recommender systems enhance user experiences in Internet-based applications by recommending items tailored to individual preferences or needs, such as products, services, or content.
Building Your First Chatbot: A Hands-On Tutorial with Open-Source Tools
A chatbot is a computer program that can talk to people.
5 Tips for Avoiding Common Rookie Mistakes in Machine Learning Projects
It’s easy enough to make poor decisions in your machine learning projects that derail your efforts and jeopardize your outcomes, especially as a beginner.
Mastering the Art of Hyperparameter Tuning: Tips, Tricks, and Tools
Machine learning (ML) models contain numerous adjustable settings called hyperparameters that control how they learn from data.
Virtual Personas for Language Models via an Anthology of Backstories
We introduce Anthology, a method for conditioning LLMs to representative, consistent, and diverse virtual personas by generating and utilizing naturalistic backstories with rich details of individual values and experience. What does it mean for large language models (LLMs) to be trained on massive text corpora, collectively produced by millions and billions of distinctive human authors? …
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A Practical Guide to Choosing the Right Algorithm for Your Problem: From Regression to Neural Networks
This article explains, through clear guidelines, how to choose the right machine learning (ML) algorithm or model for different types of real-world and business problems.
Building a Robust Machine Learning Pipeline: Best Practices and Common Pitfalls
In real life, the machine learning model is not a standalone object that only produces a prediction.
Natural Language Generation Inside Out: Teaching Machines to Write Like Humans
Natural language generation (NLG) is an enthralling area of artificial intelligence (AI) , or more specifically of natural language processing (NLP) , aimed at enabling machines to produce human-like text that drives human-machine communication for problem-solving.
Industries in Focus: Machine Learning in Finance
In recent years, the finance industry has been experiencing significant changes, with artificial intelligence and machine learning (ML) playing an increasingly important role.
Free Data and AI Courses with 365 Data Science—Unlimited Access until Nov 21
Sponsored Content From November 1st to November 21st, 2024 (8:00 am UTC), 365 Data Science offers free access to its comprehensive learning platform. This is…