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Artificial Intelligence, Machine Learning and Data Science

Artificial Intelligence, Machine Learning and Data Science

Curriculum

5 Sections
32 Lessons
64 Hours

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Module 1: Introduction to Data Science & Python
6
Module 2: Introduction to Machine Learning
6
Module 3: Advanced Machine Learning & Deep Learning
6
Module 4: Big Data, NLP, and Advanced Topics
6
Module 5: Capstone Project & Course Wrap-up
8

Session 21: Hadoop Basics

• Introduction to Hadoop ecosystem
• Distributed computing with MapReduce
• Activity: Implement a simple MapReduce algorithm in Hadoop

Session 20: Natural Language Processing (NLP) with NLTK

Session 22: Text Classification with NLP

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