Natural Language Processing (NLP) Courses and Certifications

Deep Learning for Natural Language Processing

Explore deep learning architectures for NLP, from recurrent networks and attention to LLM pretraining, prompting, fine-tuning, retrieval, and interpretability.

• Swayam
• 12 weeks
• Available until Oct 9, 2026
• Free Online Course

Mastering Generative AI: Model Foundations and NLP

Gain job-ready skills in generative AI and NLP that employers need. Enhance your resume with in-demand expertise that will help you stand out as an AI engineer, AI developer, or data scientist.

• edX
• 2 weeks, 2-3 hours a week
• Self-Paced
• Free Online Course (Audit)

AI TIME PhD：ACL2021-1

AI TIME PhD：ACL 2021-1，面向博士阶段的人工智能专题课程。

• XuetangX
• Self-Paced
• Free Online Course

Natural Language Processing on Google Cloud

This course introduces the products and solutions to solve Natural Language Processing (NLP) problems on Google Cloud. Additionally, it explores the processes, techniques, and tools to develop an NLP

• edX
• 1 week, 1-2 hours a week
• Self-Paced
• Free Online Course (Audit)

Python Natural Language Processing

Learn core NLP techniques in Python, from preprocessing and Chinese word segmentation to word embeddings, text classification, and neural text generation.

• XuetangX
• Self-Paced
• Free Online Course

Introduction to Natural Language Processing

Build a practical foundation in natural language processing using Python. Learn to explore, preprocess, vectorize, and classify text data with common machine learning techniques.

• edX
• 3 weeks, 2-4 hours a week
• Self-Paced
• Free Online Course (Audit)

Natural Language Processing in JavaScript with Natural

Use Natural’s JavaScript API to preprocess and analyze text, classify documents with machine learning, extract relevant words, and add dictionary, phonetic, and spelling tools.

• egghead.io
• 39 minutes
• Self-Paced
• Paid Course

Natural Language Processing on Google Cloud

This course introduces the products and solutions to solve NLP problems on Google Cloud. Additionally, it explores the processes, techniques, and tools to develop an NLP project with neural networks by using Vertex AI and TensorFlow.

• Google Skills
• 8 hours
• Self-Paced
• Paid Course

Analyze Speech & Language with Google APIs: Challenge Lab

This challenge lab tests your skills and knowledge from the labs in the <b>Analyze Speech & Language with Google APIs<b> quest. You should be familiar with the content of labs before attempting this lab.

• Google Skills
• Self-Paced
• Paid Course

Entity and Sentiment Analysis with the Natural Language API

The Cloud Natural Language API lets you extract entities, and perform sentiment and syntactic analysis on a block of text. In this hands-on lab you’ll learn how to extract entities and sentiment from text using the Cloud Natural Language API.

• Google Skills
• Self-Paced
• Paid Course

Neural Network Applications: Natural Language: Wolfram U

Apply Wolfram Language's built-in neural net functions to text: preprocessing, embedding symbols as vectors, sequence models and FindTextualAnswer for answering questions from unstructured text.

• Wolfram U
• 2 hours
• Self-Paced
• Free Online Course

Introduction to NLP Course (How To)

32-minute AI course: Ever wonder how Siri or Google Translate function? Jump into Natural Language Processing (NLP), the AI field that bridges the ...

• Treehouse
• 32 minutes
• Self-Paced
• Free Trial Available

Intro to ML: Language Processing

Hands-on practice using Google Cloud APIs to extract entities, analyze sentiment and syntax, and transcribe speech.

• Google Skills
• 2 hours 30 minutes
• Self-Paced
• Paid Course

Analyze Speech and Language with Google APIs

Learn to use Google Cloud Natural Language and Speech APIs for speech-to-text, entity extraction, and sentiment analysis.

• Google Skills
• 1 hour
• Self-Paced
• Paid Course

Create a Language Understanding solution with Azure AI Language

Build a Language Understanding app on Azure: define intents, utterances, and entities, train and publish it, deploy in a container, and add intent recognition with the Speech SDK.

• Microsoft Learn
• 1 hour 54 minutes
• Self-Paced
• Free Online Course