How to Learn NLP for Beginners
Offered By: James Briggs via YouTube
Course Description
Overview
Discover a comprehensive guide for self-learning Natural Language Processing (NLP) in this 23-minute video. Explore a curated curriculum of free resources for beginners, covering essential topics from machine learning basics to advanced NLP concepts. Learn about neural networks, transformers, and semantic search through recommended courses, books, and projects. Follow this step-by-step roadmap to navigate the NLP landscape and work towards a full-time position in the field, leveraging insights from an experienced practitioner's journey.
Syllabus
Intro
ML 101 + Prerequisites
Sentdex + Neural Nets from Scratch
ML Coursera
100 Page ML Book
Applied ML + Daniel Bourke
Origin of Modern NLP
CS224N
NLP Specialization Coursera
Modern NLP + Transformers Intro
Transformer Courses
Doing Projects
Semantic + Vector Search
NLP for Semantic Search
Mining of Massive Datasets
Final Points
Taught by
James Briggs
Related Courses
Linear CircuitsGeorgia Institute of Technology via Coursera مقدمة في هندسة الطاقة والقوى
King Abdulaziz University via Rwaq (رواق) Magnetic Materials and Devices
Massachusetts Institute of Technology via edX Linear Circuits 2: AC Analysis
Georgia Institute of Technology via Coursera Transmisión de energía eléctrica
Tecnológico de Monterrey via edX