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The Series Finale of Online Education: Coursera Acquires Udemy

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Artificial Intelligence
Natural Language Processing (NLP)

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Build intelligent text processing systems using Python, transformers, and deep learning frameworks to analyze, understand, and generate human language. Master NLP fundamentals through hands-on projects on Udemy, YouTube, and Coursera, covering everything from sentiment analysis to machine translation and chatbot development.

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Graham Neubig
CMU Advanced NLP: Word Segmentation and Morphology

Explore word segmentation, morphology, and unsupervised subword segmentation in this advanced NLP lecture, covering linguistic concepts and computational approaches to language analysis.
- YouTube
- 1 hour 11 minutes
- On-Demand
- Free Video
Graham Neubig
CMU Advanced NLP: Pre-training Methods

Explore advanced NLP concepts including multi-task learning, sentence embeddings, BERT variants, and language modeling objectives. Gain insights into cutting-edge techniques for natural language processing.
- YouTube
- 1 hour 22 minutes
- On-Demand
- Free Video
Graham Neubig
CMU Advanced NLP: Recurrent Neural Networks

Explore recurrent neural networks, LSTMs, and their applications in NLP, covering long-distance dependencies, prediction types, and optimization techniques for advanced language processing tasks.
- YouTube
- 1 hour 14 minutes
- On-Demand
- Free Video
Prodramp
Whiteboarding - Large Language Model Tech Stack

Explore the LLM tech stack, covering API-accessible and open-source models. Learn about ChatGLM-6B and gain insights into self-hosting options for large language models.
- YouTube
- 20 minutes
- On-Demand
- Free Video
tinyML
Speech Recognition on Low Power Devices

Explore multilingual speech recognition on low-power devices, covering model optimization techniques, neural network compression, and practical demonstrations for efficient implementation.
- YouTube
- 36 minutes
- On-Demand
- Free Video
Open Data Science
Natural Language Processing - Deciphering the Message Within the Message Stock Selection

Explore NLP techniques for stock selection using earnings call transcripts, focusing on sentiment and behavioral signals that have shown historical effectiveness in the U.S. market.
- YouTube
- 22 minutes
- On-Demand
- Free Video
echohive
Kaggle with XGBoost, GPT-3, Chat GPT, and GitHub Copilot

Solve a Kaggle challenge using XGBoost with AI assistance from GPT-3, ChatGPT, and GitHub Copilot. Learn data preprocessing, code review, and explore alternative algorithms.
- YouTube
- 18 minutes
- On-Demand
- Free Video
Graham Neubig
CMU Multilingual NLP - Information Extraction

Explore information extraction for low-resource languages and its application in disaster response through LORELEI project, with insights on methods, results, and practical implications.
- YouTube
- 41 minutes
- On-Demand
- Free Video
Graham Neubig
CMU Multilingual NLP: Active Learning

Explore active learning in NLP, covering token and sequence-level techniques, uncertainty measures, and human effort considerations for efficient data annotation.
- YouTube
- 29 minutes
- On-Demand
- Free Video
Graham Neubig
CMU Multilingual NLP 2020 - Data Annotation

Explore data annotation techniques, tools, and best practices for multilingual NLP, covering labeler selection, task definition, and quality control measures.
- YouTube
- 53 minutes
- On-Demand
- Free Video
Graham Neubig
CMU Multilingual NLP - Dependency Parsing

Explore dependency parsing, its applications, and cross-lingual methods. Learn about linguistic structures, universal dependencies, and techniques for improving multilingual parsing performance.
- YouTube
- 38 minutes
- On-Demand
- Free Video
Graham Neubig
CMU Multilingual NLP 2020 - Text to Speech

Explore text-to-speech systems for low-resource languages, covering analysis, pronunciation, prosody, waveform generation, and cross-lingual models. Learn efficient TTS building and multilingual challenges.
- YouTube
- 39 minutes
- On-Demand
- Free Video
Graham Neubig
CMU Multilingual NLP 2020 - Low Resource ASR

Explore low-resource ASR techniques, including lexicon-free systems, cross-lingual recognition, and speech translation. Learn innovative approaches for languages with limited data.
- YouTube
- 44 minutes
- On-Demand
- Free Video
Graham Neubig
CMU Multilingual NLP 2020 - Automatic Speech Recognition

Learn about automatic speech recognition, covering pronunciation, acoustic, and language modeling techniques for multilingual NLP applications.
- YouTube
- 40 minutes
- On-Demand
- Free Video
Graham Neubig
CMU Multilingual NLP 2020 - Speech

Explore speech production, language differences, and speech technologies in this comprehensive overview of vocal communication and its computational applications.
- YouTube
- 41 minutes
- On-Demand
- Free Video

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