Course Description
Bootcamp | 30 hours | 3 CEUs | $3,995
The AI+ Architect certification offers comprehensive training in advanced neural network techniques and architectures. It covers the fundamentals of neural networks, optimization strategies, and specialized architectures for natural language processing (NLP) and computer vision. Participants will learn about model evaluation, performance metrics, and the infrastructure required for AI deployment. The course emphasizes ethical considerations and responsible AI design, alongside exploring cutting-edge generative AI models and research-based AI design methodologies. A capstone project and course review consolidate learning, ensuring participants can apply their skills effectively in real-world scenarios. This certification equips learners with the knowledge and practical experience to excel in AI architecture and development.
AIC130 is taken as part the AI Certs™ Technical Certificate. To complete the certificate students will also enroll in one of the following courses AIC100, AIC110, AIC120, AIC200, or AIC400. Click on each course link for more details and to add to cart.
Course Outline
- Fundamentals of Neural Networks
- Neural Network Optimization
- Neural Network Architectures for NLP
- Neural Network Architectures for Computer Vision
- Model Evaluation and Performance Metrics
- AI Infrastructure and Deployment
- AI Ethics and Responsible AI Design
- Generative AI Models
- Research-Based AI Design
Learner Outcomes
- Acquire a comprehensive understanding of the fundamental principles behind neural networks and various architectures, including their design and applications across different domains.
- Build a strong mathematical foundation necessary for understanding and developing neural network models, focusing on key concepts that underpin network operations and optimizations.
- Learn advanced techniques for training neural networks effectively, including optimization methods, and gain expertise in evaluating model performance through various metrics.
- Master AI deployment and ethical design, ensuring responsible and effective implementation of AI technologies and use generative AI models to create innovative and ethical AI solutions.
Additional Information
Course Kit: (included in the course fee)
- Digital courseware and labs authored by AI Certs™
- AI Proctored exam (includes one free retake)
- One year membership to AICerts E-Learning Platform including: Videos, E-Book, Podcasts, Audio Book, Quizzes, AI Mentor for Personalized Guidance, AI Agents Module, Exam Blueprint, Tools List, Resources and References
Exam Details: AI+ Architect™
- Number of Questions: 50
- Passing Score: 35/50 or 70%
- Duration: 90 minutes
- Format: Online via AI Proctoring platform
- Question Type: Multiple Choice/Multiple Response
Prerequisites
- Domain Awareness: A foundational knowledge on neural networks, including their optimization and architecture for applications.
- Model Evaluation: Ability to evaluate models using various performance metrics to ensure accuracy and reliability.
- Curiosity for AI: Willingness to know about AI infrastructure and deployment processes to implement and maintain AI systems effectively.
Duration
30 Hours | 5 Days or 10 NightsEnroll Now - Select a section to enroll in
*Academic Unit eligibility to be determined by college/university in which you are enrolled in a degree seeking program.