Building Intelligent Applications Training in Marina Bay, Singapore

This training on Intelligent Applications is designed to equip participants with the knowledge and skills needed to build, integrate, and deploy intelligent features into modern applications. The course focuses on leveraging AI and machine learning to enhance application capabilities such as personalization, automation, and decision-making. Participants will explore the use of AI services, APIs, and custom ML models to create applications that learn and adapt to user needs.

Foundations and Building Intelligent Features

• Session 1: Introduction to Intelligent Applications

  • What are Intelligent Applications?
  • Core technologies: AI, ML, NLP, and Computer Vision.
  • Overview of tools and frameworks.

• Session 2: AI Services and APIs

  • Leveraging AWS AI/ML Services, Azure Cognitive Services, and Google AI APIs.
  • Pre-built features like speech recognition, translation, and object detection.

• Session 3: Custom AI Models for Applications

  • Building machine learning models using scikit-learn or TensorFlow.
  • Training, testing, and integrating models into applications.

• Hands-On Lab

Deployment, Optimization, and Advanced Use Cases

• Session 4: Intelligent Application Design and Integration

  • Combining AI features with responsive UI/UX.
  • Best practices for integrating AI into web and mobile apps.

• Session 5: Deployment and Monitoring

  • Deploying applications on cloud platforms.
  • Real-time monitoring and performance optimization.

• Session 6: Advanced Use Cases and Trends

  • Building chatbots with NLP.
  • Implementing predictive analytics in business applications.
  • Exploring generative AI for content creation.

• Hands-On Lab

This training provides a hands-on approach to building and deploying intelligent applications, empowering participants to create innovative solutions that meet modern business needs.