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Create Chatbots & NLP Apps

Name: Create Chatbots & NLP Apps
Price: 49 USD
Availability: InStock

About this course

Ready to transform customer interactions through intelligent conversation? This Short Course was created to help data analysts and professionals accomplish the development of sophisticated chatbot applications with natural language processing capabilities. By completing this course, you'll be able to implement retrieval-augmented generation systems, optimize conversational flows, extract meaningful insights from unstructured text, and make data-driven decisions about text representation methods. By the end of this course, you will be able to: Build a chatbot prototype using RAG (retrieval-augmented generation) and measure user satisfaction through SUS survey Evaluate dialog-flow metrics (fallback rate, turn length) and iterate on intent-matching rules Apply named-entity recognition to extract key terms from support tickets and quantify precision/recall Evaluate two vectorization techniques (TF-IDF vs. embeddings) on a text-classification task This course is unique because it combines hands-on chatbot development with rigorous evaluation methodologies, ensuring your AI solutions deliver measurable business value. To be successful in this project, you should have a background in Python programming and basic machine learning concepts.

63/100

CourseAsk score

What the provider tells you: 39/45
Who stands behind it: 8/35
How complete the listing is: 16/20

Scores how much the provider publishes and who stands behind it — not how well it is taught.

What you'll learn

Build a chatbot prototype using retrieval-augmented generation (RAG)
Evaluate dialog-flow metrics and iterate on intent-matching rules
Apply named-entity recognition to extract key terms from support tickets
Compare vectorization techniques such as TF-IDF and embeddings

Course objectives

Implement retrieval-augmented generation systems
Optimize conversational flows
Make data-driven decisions about text representation methods

Machine Learning Artificial Intelligence #python #machine learning #nlp #data analysis #embeddings #text classification #chatbots #named entity recognition #conversational ai #vectorization #dialog flow #user satisfaction #tf-idf

$49.00

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