11. Artificial Intelligence
Course Description
Artificial Intelligence and its related science, Machine Learning, commonly referred to as AI/ML, is an extremely advanced branch of science. In reality, work on AI/ML takes years of study and research by experts. But there is a difference between studying and writing sophisticated AI/ML algorithms and using these algorithms in your solutions. With the evolution of technology and the advent of cloud computing, scientists and engineers have now made powerful algorithms easily usable in our solutions. There are algorithms that can be used for natural language processing, image recognition, and predictive maintenance. In this course, you will learn about some of the more commonly used algorithms, and how you can integrate them into your solutions to provide useful functionality.
Curriculum
AI/ML Concepts
Lessons:
- Human vs. Artificial Intelligence
- Cognitive Computing
- Machine Learning
- Generative AI
- Neural Networks
- Challenges in AI/ML
AI/ML Applications
Lessons:
- Transportation
- Customer Service
- Manufacturing
- Financial Services
- Retail
- Health and Safety
AI/ML Algorithms
Lessons:
- Data Analytics
- Natural Language Processing
- Speech Recognition
- Computer Vision
- Predictive Maintenance
AI/ML Algorithms as a Service
Lessons:
- AWS Comprehend
- AWS Lex
- AWS Polly
- AWS Rekognition
- AWS Sagemaker
- AWS Personalize
- AWS Transcribe
- AWS Lookout
- Alexa Voice Control
- AI/ML Concepts
- AI/ML Applications
- AI/ML Algorithms
- AI/ML Algorithms as a Service