Undergraduate Theses by To my family, Alexandra, Dmitry, Michelle, and my students, 1 file
Keamanan komputer dan jaringan, juga disebut keamanan siber, adalah salah satu subjek yang paling penting untuk dipertimbangkan saat menangani masalah komputer, jaringan, dan data.…
The Chinese teenager with the square-rimmed glasses seemed an unlikely hero to make humanity’s last stand. Dressed in a black suit, white shirt, and black tie, Ke Jie slumped in hi…
The book “Speech and Language Technologies” addresses state-of-the-art systems and achievements in various topics in the research field of speech and language technologies. Book c…
Book by Hafsa Asad, Vishwesh Ravi Shrimali, and Nikhil Singh, 1 file
Computer Vision (CV) has become an important aspect of AI technology. From driverless cars to medical diagnostics and monitoring the health of crops to fraud detection in banking,…
Book by Anssi Yli-Jyrä, András Kornai, Jacques Sakarovitch, Bruce Watson, 1 file
This volume of Lecture Notes in Artiï¬Âcial Intelligence is a collection of revised versions of the papers and lectures presented at the 8th International Workshop on Finite-Sta…
Book by Daniel Jurafsky and James H. Martin, 1 file
This is an exciting time to be working in speech and language processing. Historically distinct ï¬Âelds (natural language processing, speech recognition, computational linguisti…
Transformers are a game-changer for Natural Language Understanding (NLU), a subset of Natural Language Processing (NLP), which has become one of the pillars of artificial intellige…
Book by Sowmya Vajjala, Bodhisattwa Majumder, Anuj Gupta, and Harshit Surana, 1 file
Natural language processing (NLP) is a field at the intersection of computer science, artificial intelligence, and linguistics. It concerns building systems that can process and un…
Welcome to the fourth edition of the AI Index Report! This year we significantly expanded the amount of data available in the report, worked with a broader set of external organiza…
Book by Shai Shalev-Shwartz and Shai Ben-David, 1 file
Machine learning is one of the fastest-growing areas of computer science, with far-reaching applications. The aim of this textbook is to introduce machine learning, and the algorit…
Book by Carl Edward Rasmussen Christopher K. I. Williams, 1 file
The goal of building systems that can adapt to their environments and learn from their experience has attracted researchers from many ï¬Âelds, including computer science, engine…
This document is intended to help those with a basic knowledge of machine learning get the benefit of best practices in machine learning from around Google. It presents a style for…
Machine learning is the foundation of countless important applications, including web search, email anti-spam, speech recognition, product recommendations, and more. I assume that…
Book by Lisa Tagliaferri, Michelle Morales, Ellie Birbeck, and Alvin Wan, 1 file
In this tutorial, you built several bots for games and explored a fundamental concept in machine learning called bias-variance. A natural next question is: Can you build bots for m…
This is a lecture note for the course CSCI-UA.0473-001 (Intro to Machine Learning) at the Department of Computer Science, Courant Institute of Mathematical Sciences at New York Uni…