Fix broken figure references

contents/introduction/introduction.qmd

@@ -24,9 +24,9 @@ However, deploying machine learning systems across the computing continuum prese
 
 Furthermore, the varying computational capabilities and energy constraints of devices at different layers of the computing continuum necessitate the development of efficient and adaptable machine learning models. Techniques such as model compression, federated learning, and transfer learning can help address these challenges, enabling the deployment of intelligence across a wide range of devices.
 
-As we move towards the realization of Weiser's vision of ubiquitous computing, the development and deployment of machine learning systems across the entire ecosystem will be critical. By leveraging the strengths of each layer of the computing continuum, we can create an intelligent environment that seamlessly integrates with our daily lives, anticipating our needs and enhancing our experiences in ways that were once unimaginable. As we continue to push the boundaries of what's possible with distributed machine learning, we inch closer to a future where technology becomes an invisible but integral part of our world. @applications-of-ml illustrates some common applications of AI around us.
+As we move towards the realization of Weiser's vision of ubiquitous computing, the development and deployment of machine learning systems across the entire ecosystem will be critical. By leveraging the strengths of each layer of the computing continuum, we can create an intelligent environment that seamlessly integrates with our daily lives, anticipating our needs and enhancing our experiences in ways that were once unimaginable. As we continue to push the boundaries of what's possible with distributed machine learning, we inch closer to a future where technology becomes an invisible but integral part of our world. @fig-applications-of-ml illustrates some common applications of AI around us.
 
-![Common applications of Machine Learning. Source: [EDUCBA](https://www.educba.com/applications-of-machine-learning/)](images/png/mlapplications.png){#applications-of-ml}
+![Common applications of Machine Learning. Source: [EDUCBA](https://www.educba.com/applications-of-machine-learning/)](images/png/mlapplications.png){#fig-applications-of-ml}
 
 ## What's Inside the Book