Natural Language Processing (NLP) Courses and Certifications

H-EDUCATE

ChatGPT Prompt Engineering Course

459 reviews

Learn prompt engineering techniques for ChatGPT, covering basic concepts, advanced prompts, and practical examples to enhance AI interactions and improve outcomes.

• YouTube
• 31 minutes
• On-Demand
• Free Video

Stanford Seminar - Training Classifiers with Natural Language Explanations

In this work, we propose BabbleLabble, a framework for training classifiers in which an annotator provides a natural language explanation for each labeling decision.

• YouTube
• 26 minutes
• On-Demand
• Free Online Course

Stanford Seminar - Dialog Markets

Explore the potential of machine learning in complex problem-solving through dialog automation, cognitive actions, and crowdsourced contributions in a market-based system for high-quality conversations.

• YouTube
• 59 minutes
• On-Demand
• Free Online Course

Stanford Seminar - Natural Language Processing for Conversational Interfaces

Explore building production-quality conversational interfaces with advanced NLU techniques, addressing real-world challenges in domain classification, intent recognition, and entity handling for both text and voice applications.

• YouTube
• 1 hour 7 minutes
• On-Demand
• Free Online Course

Large Language Models - Will They Keep Getting Bigger?

Explore the future of large language models, discussing scaling challenges, sparse mixtures of experts, improved prompting techniques, and new forms of supervision for enhanced NLP performance.

• YouTube
• 56 minutes
• On-Demand
• Free Video

Jacob Andreas - Natural Language Explanations of Deep Networks

Explore strategies for generating natural language explanations of deep networks, covering medical diagnosis, multiagent communication, and neuron descriptions in AI systems.

• YouTube
• 1 hour 13 minutes
• On-Demand
• Free Video

Transformando la educación con IA: ChatGPT

424 reviews

Descubre cómo la inteligencia artificial, especialmente el modelo de lenguaje ChatGPT, puede ser utilizado para potenciar el proceso de enseñanza y aprendizaje.

• edX
• 4 weeks, 4-5 hours a week
• On-Demand
• Free Online Course (Audit)

Natural Language Processing and Capstone Assignment

43 ratings at Coursera

Explore natural language processing, sentiment analysis, topic modeling, and emerging trends in data science. Apply learned techniques to develop a comprehensive data analytics plan.

• Coursera
• 4 hours 56 minutes
• On-Demand
• Free Online Course (Audit)

Sequence Models

30875 ratings at Coursera

Master sequence models for NLP tasks, including RNNs, LSTMs, and transformers. Apply these techniques to speech recognition, language modeling, and machine translation.

• Coursera
• 1 day 13 hours 7 minutes
• On-Demand
• Free Online Course (Audit)

Develop natural language solutions in Azure

3 reviews

Learn to develop NLP solutions using Azure AI Services, covering text analysis, question answering, language understanding, custom classification, entity extraction, translation, and speech-enabled applications.

• Microsoft Learn
• 7 hours 47 minutes
• On-Demand
• Free Online Course

Clinical Natural Language Processing

23 ratings at Coursera

Learn clinical NLP fundamentals, including linguistic principles, regular expressions, and text processing in R. Develop skills to extract information from clinical notes and apply them to identify diabetic complications.

• Coursera
• 12 hours 33 minutes
• On-Demand
• Free Online Course (Audit)

Natural Language Processing in TensorFlow

6517 ratings at Coursera

Learn to process text, tokenize sentences, and apply RNNs, GRUs, and LSTMs in TensorFlow for natural language processing tasks, including sentiment analysis and poetry generation.

• Coursera
• 23 hours 7 minutes
• On-Demand
• Free Online Course (Audit)

Natural Language Processing with Classification and Vector Spaces

4561 ratings at Coursera

This is the Course 1 of the Natural Language Processing Specialization, offered by deeplearning.ai

• Coursera
• 1 day 9 hours 23 minutes
• On-Demand
• Free Online Course (Audit)

Deep Learning for Natural Language Processing

1 review

This is an advanced course on natural language processing. Automatically processing natural language inputs and producing language outputs is a key component of Artificial General Intelligence.

• Independent
• On-Demand
• Free Online Course

Natural Language Processing on Google Cloud

534 ratings at Coursera

Explore NLP on Google Cloud: from APIs to advanced models. Learn AutoML, custom training, and end-to-end workflows using Vertex AI and TensorFlow. Covers text representation, neural networks, and state-of-the-art techniques.

• Coursera
• 8 hours 45 minutes
• On-Demand
• Free Online Course (Audit)