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Question Answering courses 16

Learn Question Answering online: university courses, full YouTube courses, and courses with free certificates, from the IITs, MIT, Harvard, Google, Microsoft and more.

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Showing 16 courses

DeepLearning.AI

Natural Language Processing with Attention Models

4.41,098 ratings

In Course 4 of the Natural Language Processing Specialization, you will: a) Translate complete English sentences into Portuguese using an encoder-decoder attention model, b) Build a Transformer model to summarize text, c) Use T5 and BERT models to perform question-answering. By the end of this Spec…

  • Coursera
  • At the rate of 5 hours a week, it typically takes 4 weeks to complete one Cours…
  • Self-paced
  • Paid certificate

Google Cloud

Attention Mechanism

Learn how attention mechanisms use key input sequences to dramatically boost performance in machine learning tasks like translation, text summarization, and question answering — in only 45 minutes.

  • edX
  • 1 weeks, 4 - 5 hours per week
  • Self-paced
  • Free to audit
  • Paid certificate
  • Intermediate

Google Cloud

Encoder-Decoder Architecture

Explore encoder-decoder architecture for sequence-to-sequence tasks. Learn its components, training, and serving models.

  • edX
  • 1 weeks, 4 - 5 hours per week
  • Self-paced
  • Free to audit
  • Paid certificate
  • Intermediate

freeCodeCamp

Developer Career Questions ANSWERED (featuring a bunch of experienced developers)

A bunch of experienced developers will answer your questions about a career in software development. The questions: ❓ (00:22) Will AI ever replace developers? ❓ (04:20) What is the best way to learn programming? ❓ (08:57) What if everyone was a programmer? ❓ (12:37) Am I too old to learn programmin…

Free video
  • YouTube
  • 45 minutes
  • Self-paced
  • Free video

Amazon Web Services

Lab - Develop RAG Apps with Amazon Bedrock Knowledge Bases

In this lab, you build a question-answering application using the AnyCompany knowledge base and Amazon Bedrock's Retrieve and RetrieveAndGenerate APIs. You leverage the existing knowledge base, which contains comprehensive information about AnyCompany's products, services, corporate details like hi…

  • Coursera
  • 1 week of study, 2 hours/week
  • Self-paced
  • Paid certificate

Amazon Web Services

Lab - Develop Conversation Pattern with Amazon Bedrock APIs

In this lab, you explore how to use the Amazon Nova Lite model through Amazon Bedrock API for intelligent question answering. You first examine the limitations of zero-shot prompting, and then learn how to enhance response accuracy by providing relevant context. This lab demonstrates both complete…

  • Coursera
  • 1 week of study, 1 hour/week
  • Self-paced
  • Paid certificate

Google Cloud

Encoder-Decoder Architecture

4.351 ratings

This course gives you a synopsis of the encoder-decoder architecture, which is a powerful and prevalent machine learning architecture for sequence-to-sequence tasks such as machine translation, text summarization, and question answering. You learn about the main components of the encoder-decoder ar…

  • Coursera
  • 50 minutes
  • Self-paced
  • Paid certificate

Google Cloud

Build a DIY Multimodal Question Answering System with Vertex AI

This is a self-paced lab that takes place in the Google Cloud console. In this lab, you will learn how to build a question answering system that understands both text and images with Vertex AI.

  • Coursera
  • 1 hour 30 minutes
  • Self-paced
  • Paid certificate

Hugging Face

Introduction to Multimodal AI with Hugging Face

By the end of this course, you will be able to: • Explain how CLIP aligns image and text in a shared embedding space, use VLMs to perform visual question answering, image captioning, and document understanding, and navigate the Hub for multimodal models. • Build a pipeline that transcribes audio wi…

  • Coursera
  • 230–250 minutes/week
  • Self-paced
  • Paid certificate

CodeSignal

LLM Evaluation Techniques in Practice

Learn practical techniques for evaluating large language models across question answering and text generation tasks. Compare model behavior using reference-based metrics, semantic similarity, log probabilities, and perplexity.

  • edX
  • Self-paced
  • Free to audit
  • Paid certificate
  • Beginner

CodeSignal

Talk to Your Documents with LangChain and JavaScript

Build document-aware chat applications with LangChain and JavaScript. Learn to process documents, retrieve relevant context, and implement RAG workflows for AI-powered question answering.

  • edX
  • Self-paced
  • Free to audit
  • Paid certificate
  • Intermediate

CodeSignal

Talk to Your Documents with LangChain and Python

Build document-based chat applications with LangChain and Python. Learn to process documents, retrieve relevant content, and use RAG techniques to answer questions from source material.

  • edX
  • Self-paced
  • Free to audit
  • Paid certificate
  • Intermediate

Google Cloud

Encoder-Decoder Architecture - Deutsch

Dieser Kurs vermittelt Ihnen eine Zusammenfassung der Encoder-Decoder-Architektur, einer leistungsstarken und gängigen Architektur, die bei Sequenz-zu-Sequenz-Tasks wie maschinellen Übersetzungen, Textzusammenfassungen und dem Question Answering eingesetzt wird. Sie lernen die Hauptkomponenten der…

  • Coursera
  • Self-paced
  • Paid certificate

Pearson

Introduction to Transformer Models for NLP: Building NLP Solutions

This course covers the fundamentals and advanced applications of BERT and GPT models. You will learn how BERT processes text, including tokenization and vectorization, and practice fine-tuning BERT for tasks such as sequence classification, token classification, and question answering. The course a…

  • Coursera
  • 6 hours 24 minutes
  • Self-paced
  • Paid certificate

Chris Croft Training

Sales Questions Answered: Practical Advice

Chris Croft is an internationally recognised business trainer and author specialising in practical sales, management, and professional skills. Miles Croft is a sales and business expert with practical experience in sales conversations and customer relationships. Together, Chris and Miles answer rea…

  • Coursera
  • 6.5 hours
  • Self-paced
  • Paid certificate

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