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Microsoft Certified Azure AI Fundamentals Study Guide
Introduction to Natural Language Processing (NLP)
Curriculum
13 Sections
13 Lessons
10 Weeks
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Introduction to NLP
1
1.1
Introduction to NLP
10 mins
Core Concepts in Linguistic Analysis
1
2.1
Core Concepts in Linguistic Analysis
10 mins
Text Preprocessing and Representation
1
3.1
Text Preprocessing and Representation
10 mins
Language Modeling
1
4.1
Language Modeling
10 mins
Text Classification and Sentiment Analysis
1
5.1
Text Classification and Sentiment Analysis
10 mins
Information Extraction
1
6.1
Information Extraction
10 mins
Language Generation and Conversational NLP
1
7.1
Language Generation and Conversational NLP
10 mins
Speech Processing Basics
1
8.1
Speech Processing Basics
10 mins
Machine Translation Fundamentals
1
9.1
Machine Translation Fundamentals
10 mins
Evaluation, Challenges, and Ethics
1
10.1
Evaluation, Challenges, and Ethics
10 mins
Summary
1
11.1
Summary
10 mins
Exam Essentials
1
12.1
Exam Essentials
10 mins
Review Questions
1
13.1
Review Questions
10 mins
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