Course Overview:
The Certified Artificial Intelligence Professional course helps participants gain the knowledge and skills required to excel in AI related roles. The program includes a broad range of domains from foundational AI concepts to advanced applications like machine learning, deep learning, natural language processing, robotics, computer vision and expert systems. It also emphasizes responsible AI practices, including risk management, ethics, and compliance, ensuring participants are well-prepared to implement AI solutions in real-world scenarios.
Course Objectives:
- Explain the foundational principles of AI and its various applications.
- Conduct data analysis and create meaningful visualizations to support AI projects.
- Apply machine learning techniques to real-world problems, including supervised, unsupervised, and reinforcement learning.
- Implement simple neural network and advanced deep learning architectures such as CNNs.
- Understand NLP systems and Computer Vision methodologies.
- Understand robotics and expert systems for AI-driven automation.
- Identify and mitigate AI risks while ensuring compliance with regulations.
- Develop ethical AI strategies aligned with organizational values and societal needs.
Course Agenda:
Day 1: Foundations of AI and Data Analysis
Day 2: Machine Learning
Day 3: Deep Learning and Natural Language Processing
Day 4: Computer Vision, Robotics, AI Strategy, Governance, and Risk Management
Day 5: Certification exam
Course Features
- Lectures 0
- Quizzes 0
- Duration 5 days
- Skill level All levels
- Language English
- Students 10
- Assessments Yes
