Innovative AI, Real-World Applications and Techniques
15 Lessons
1h 43m
This course delves into real-world applications and cutting-edge techniques of artificial intelligence. We’ll cover topics such as natural language processing, computer vision, and AI ethics. You’ll learn how AI is transforming industries and how to apply ...
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Curriculum Outline
Total 3 Chapters
Overview of Artificial Intelligence and Its Impact
07:56
Fundamentals of Natural Language Processing
08:14
Text Preprocessing and Tokenization
07:02
Sentiment Analysis and Text Classification
06:10
Implementing NLP Projects with Python
07:06
Chapter Quiz
Basics of Computer Vision
05:50
Image Processing and Feature Extraction
07:36
Object Detection and Recognition
06:04
Implementing Computer Vision Projects
06:49
Chapter Quiz
Introduction to AI Ethics
07:11
Bias and Fairness in AI Systems
07:31
Privacy Concerns and Data Security
06:19
Case Studies: AI in Healthcare
06:22
Case Studies: AI in Finance and Industry
05:55
Case Studies: AI in Finance and Industry
07:17
Chapter Quiz
Final Quiz
What you will learn
Real-world applications of AI technologies
Natural language processing techniques
Computer vision methods and practices
Developing AI solutions through projects
Ethical considerations in AI development
This curriculum is designed for
Aspiring AI professionals and enthusiasts
Individuals seeking practical AI experience
Those interested in AI's impact on industries
Professionals aiming to apply AI to real problems
Innovators wanting to lead with AI technologies
Skills you can acquire
Artificial intelligence
Prompt Engineering
Generative AI
Deep Learning
LLM
Creator
Hi, I'm Laura, working on AI for years. AI and innovation are my playgrounds. Outside work, I paint and hike.
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