Natural Language Processing (NLP) Courses

Stanford Seminar: Dialog Markets

As machine learning (ML) advances, it is likely to have a big impact on any domain with lots of data and easily measurable objectives. This encompasses a large swath of daily life, but it is currently unclear whether ML can help in matters that require s…

• YouTube
• Less than 1 hour of material
• On-Demand
• Free Online Course

Stanford Seminar - Enabling NLP, Machine Learning, & Few-Shot Learning using Associative Processing

This presentation details a fully programmable, associative, content-based, compute in-memory architecture that changes the concept of computing from serial data processing--where data is moved back and forth between the processor and memory--to massive…

• YouTube
• Less than 1 hour of material
• On-Demand
• Free Online Course

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
• Less than 1 hour of material
• On-Demand
• Free Online Course

Stanford Seminar - Natural Language Processing for Production-Level Conversational Interfaces

Conversational applications often are over-hyped and under perform. While there's been significant progress in Natural Language Understanding (NLU) in academia and a huge growing market for voice based technologies, NLU performance significantly drops wh…

• YouTube
• 1-2 hours worth of material
• On-Demand
• Free Online Course

Information Extraction from Free Text Data in Health

In this MOOC, you will be introduced to advanced machine learning and natural language processing techniques to parse and extract information from unstructured text documents in healthcare, such as clinical notes, radiology reports, and discharge summari…

• Coursera
• 24 hours worth of material, 4 weeks long
• 23rd Jan, 2023
• Free Online Course (Audit)

Natural Language Processing and Capstone Assignment

22 ratings at Coursera

Welcome to Natural Language Processing and Capstone Assignment. In this course we will begin with an Recognize how technical and business techniques can be used to deliver business insight, competitive intelligence, and consumer sentiment. The course con…

• Coursera
• 4-5 hours worth of material, 4 weeks long
• 16th Jan, 2023
• Free Online Course (Audit)

Natural Language Processing with Classification and Vector Spaces

3753 ratings at Coursera

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

• Coursera
• 34 hours worth of material, 4 weeks long
• 16th Jan, 2023
• Free Online Course (Audit)

Natural Language Processing in TensorFlow

6092 ratings at Coursera

If you are a software developer who wants to build scalable AI-powered algorithms, you need to understand how to use the tools to build them. This Specialization will teach you best practices for using TensorFlow, a popular open-source framework for mach…

• Coursera
• 24 hours worth of material, 4 weeks long
• 11th Jan, 2023
• Free Online Course (Audit)

Clinical Natural Language Processing

20 ratings at Coursera

This course teaches you the fundamentals of clinical natural language processing (NLP). In this course you will learn the basic linguistic principals underlying NLP, as well as how to write regular expressions and handle text data in R. You will also lea…

• Coursera
• 12 hours worth of material, 5 weeks long
• 16th Jan, 2023
• Free Online Course (Audit)

DeepLearning.AI;  Amazon Web Services

Build, Train, and Deploy ML Pipelines using BERT

118 ratings at Coursera

In the second course of the Practical Data Science Specialization, you will learn to automate a natural language processing task by building an end-to-end machine learning pipeline using Hugging Face’s highly-optimized implementation of the state-of-the-…

• Coursera
• 11 hours worth of material, 3 weeks long
• 16th Jan, 2023
• Free Online Course (Audit)

Google Cloud;  Google

Natural Language Processing on Google Cloud

491 ratings at Coursera

***NEW! Specialization Completion Challenge, receive Qwiklabs credits valued up to $150! See below for details.*** This course is an introduction to sequence models and their applications, including an overview of sequence model architectures and how t…

• Coursera
• 13 hours worth of material, 5 weeks long
• 16th Jan, 2023
• Free Online Course (Audit)

Natural Language Processing with Probabilistic Models

1459 ratings at Coursera

This is the Course 2 of the Natural Language Processing Specialization, offered by deeplearning.ai

• Coursera
• 31 hours worth of material, 4 weeks long
• 16th Jan, 2023
• Free Online Course (Audit)

Natural Language Processing with Sequence Models

970 ratings at Coursera

In Course 3 of the Natural Language Processing Specialization, offered by deeplearning.ai, you will: a) Train a neural network with GLoVe word embeddings to perform sentiment analysis of tweets, b) Generate synthetic Shakespeare text using a Gated Recurr…

• Coursera
• 24 hours worth of material, 4 weeks long
• 16th Jan, 2023
• Free Online Course (Audit)

Natural Language Processing with Attention Models

825 ratings at Coursera

In Course 4 of the Natural Language Processing Specialization, offered by deeplearning.ai, you will: a) Translate complete English sentences into French using an encoder-decoder attention model, b) Build a Transformer model to summarize text, c) Use T5…

• Coursera
• 36 hours worth of material, 4 weeks long
• 16th Jan, 2023
• Free Online Course (Audit)

IIT Kharagpur;  NPTEL

Natural Language Processing

This course starts with the basics of text processing including basic pre-processing, spelling correction, language modeling, Part-of-Speech tagging, Constituency and Dependency Parsing, Lexical Semantics, distributional Semantics and topic models. Final…

• Swayam
• 12 weeks long
• 22nd Jan, 2023
• Free Online Course