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Introduction to Artificial Intelligence and Machine Learning
Cloudswyft via FutureLearn
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Overview
Offered as part of the AWS AI Practitioner Specialization, this course provides a foundational understanding of artificial intelligence and machine learning. It covers core AI concepts, including AI models, components, and real-world applications. Learners will explore machine learning techniques, from supervised and unsupervised learning to key algorithms, feature engineering, and reinforcement learning. The course also introduces AWS tools and services to create and handle AI workflows. It is designed for beginners seeking to understand the principles and applications of AI...
Syllabus
- Course Introduction
- About this Course
- Artificial Intelligence
- Machine Learning Fundamentals
- Azure Machine Learning Studio
- CloudSwyft Hands-On Lab 1
- Wrapping Up the Week
- Text Analytics and Image Processing
- Getting Started with Text Processing
- Introduction to Natural Language Processing
- Language Understanding Intelligent Service
- CloudSwyft Hands-On Lab 2
- Getting Started with Image Processing
- Wrapping Up the Week
- Image Processing, Bots and Beyond the Basics
- Working with Images and Video
- CloudSwyft Hands-On Lab 3
- Introduction to Bots
- Building Intelligent Bots
- CloudSwyft Hands-On Lab 4
- Beyond the Basics
- Where Do I Go From Here?
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Futurelearn
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