Introduction to AI and Machine Learning

Übersicht

Welcome to the Introduction to AI and Machine Learning Course! This course is the first course of the 3 courses specialization - AWS Certified AI Practitioner.

A journey into the world of Artificial Intelligence (AI) and Machine Learning (ML) with AWS begins with this course. This is perfect start whether you are a beginner or want to brush up on your skills.

This course will familiarize you with must-know AI concepts, machine learning algorithms, and practical applications. Supervised and unsupervised learning, major ML algorithms, neural networks, and deep learning are key topics you will become acquainted with.

You will also study Natural Language Processing (NLP), computer vision, data sets, feature engineering and data wrangling concepts. Hands-on demos with Amazon SageMaker will help you understand AI model deployment and optimization.

What makes this course unique? Engaging lessons, hands-on practice, and quizzes with detailed explanation will make you understand the basics required.

Enroll now to:

• Learn to work with AWS basics • AI basics and machine learning approaches • Explore NLP, deep learning, and computer vision • Get hands-on experience with Amazon SageMaker

Lehrplan

• Fundamentals of AI and ML
This module provides a foundational understanding of Artificial Intelligence and Machine Learning. Learners explore core concepts, real-world applications, and the end-to-end ML process—from data preparation to building intelligent systems.
• AI Applications and Workflow Management on AWS
This module looks at some of the most important areas of AI, such as Natural Language Processing, Computer Vision, and Deep Learning. It also shows how to use AWS tools and services to create and handle AI workflows.

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Unterrichtet von

LearnKartS

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Fachgebiete

Computer Science