AI for CXOs: Leading the Future with Strategic AI Integration
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Course Curriculum
The curriculum is spread across 5 weeks with 2 weeks dedicated to our HIVE Projects that focus on applying the knowledge and skills gained to real-world projects
Day 1: Introduction to AI and Generative AI
- Exploring Tools and Platforms for Generative AI
- Building a Simple Generative Model
- Applications of Generative AI: Content Creation, Data Augmentation
- Major Components of Generative Adversarial Networks (GANs)
- Introduction to Generative AI: Definitions and Examples
- Case Study 1: AI in Business - Success Stories and Lessons LearnedDraft Lesson
- Key AI Concepts: Machine Learning, Deep Learning, and Neural Networks
- Fundamentals of AI
Day 2: MLOps and AI Implementation
- Monitoring and Managing Deployed Models
- Setting Up a CI/CD Pipeline for a Machine Learning Model
- Discussion on Challenges and Best Practices
- Detailed Analysis of a Successful MLOps Implementation
- Tools and Platforms for MLOps: Overview and Demonstrations
- Lifecycle of Machine Learning Projects: From Development to Deployment
- Introduction to MLOps: Concepts and Importance
Day 3: AI, Cyber Security, and Ethical Considerations
- Ensuring Fairness in AI: Best Practices and Guidelines
- Techniques and Tools to Detect and Mitigate Bias in AI Models
- Discussion on Responsible AI Implementation
- Data Privacy Regulations: Compliance and Best Practices
- Ethical Considerations in AI and Cyber Security
- Exploring AI Tools for Cyber Security
- Implementing AI for Threat Detection
- Strategies to Mitigate Bias and Ensure Fairness in AI Systems
- Examples of AI Bias and Its Impact
- Understanding Bias and Fairness in AI
- Case Study: AI-Driven Cyber Security Solutions
- Role of AI in Enhancing Cyber Security: Threat Detection, Incident Response
- Overview of Cyber Security: Key Concepts and Challenges
The LiveAI Experience
Our Hive Capstone projects are an integral part of all our training programs and have been carefully designed by our industry domain experts.
Learn Industry Relevant Skills from Industry’s Best
We work and partner with renowned professionals and researchers in the field of AI/ML to deliver state of the art experience.
Work on Real World Projects that provide you with Real World Experience
Our HIVE Projects are real world projects that provide you with an opportunity to apply what you have learnt therefore giving you the confidence in your skills
Get Support from our dedicated team
Feeling stuck or not confident? Don’t worry, we have a dedicated team to guide you at every step to ensure your doubts are clarified, so that you are able to successfully complete the program
Network with Peers and LiveAI team
Share ideas, discuss your perspective, and network with professionals therefore improving your career prospects.
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Proceed to start your journey in AI industry, click on Add to Cart and you would have already taken your first big step into the world of AI.
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