Course Brief

The Professional Certificate in AI Application Development course equips learners with the essential skills to excel as front-end AI application developers, seamlessly integrating cutting-edge AI technologies into web development. This immersive program spans four carefully curated modules, each designed to unveil the core elements of front-end development engagingly and comprehensively. As graduates of this program, individuals unlock a wealth of job opportunities in roles ranging from Front End Developers to Web Designers and User Interface Developers. With a robust grounding in front-end technologies, learners not only acquire the capacity to craft responsive designs but also emerge as invaluable resources for organizations in search of top-tier front-end development professionals who possess specialized expertise in AI application development.

Learners commence their journey with the Programming Foundations module, which serves as a cornerstone for understanding programming and its essentials. Covering topics like object-oriented programming and testing techniques, participants gain insights into crafting efficient, well-documented code, empowering them to approach intricate programming tasks with confidence. Emphasizing coding practices that foster efficiency, maintainability, and scalability, this module underscores the significance of adhering to industry best practices in AI application development

The Front-End Development module immerses learners in pivotal concepts including web design, HTML, CSS, and responsive design with Bootstrap. Delving into JavaScript, jQuery, and single-page application development, participants cultivate expertise in crafting visually stunning websites. They master the implementation of interactive features and fine-tune performance, ensuring seamless user experiences. Moreover, learners gain proficiency in consuming APIs to fetch and present data from web services, adding dynamic functionality to their applications. Graduates emerge equipped to design captivating user interfaces that captivate audiences and deliver unparalleled interactions.

In the Database Design Principles module, learners delve into the essential principles and hands-on applications of database management tailored for AI applications. Participants not only gain expertise in database design, mastering normalization techniques, and becoming proficient in both relational and NoSQL database systems but also learn how to optimize databases to handle the unique requirements of AI applications. Through practical exercises, they refine skills in testing, documentation, and constructing robust and efficient database architectures that can seamlessly support AI-driven functionalities.

The Gen AI Design & Development module represents an innovative approach to the convergence of artificial intelligence and web development. This course delves into the utilization of generative AI algorithms for crafting dynamic and interactive web applications. Learners will grasp the intricacies of leveraging generative AI models to produce content, design elements, and web-based AI applications. The module introduces fundamental principles and tools of Generative AI, with a special emphasis on Prompt Engineering and GitHub CoPilot to facilitate seamless AI interactions. Real-world case studies offer valuable insights into the transformative potential of Generative AI across diverse industries, providing learners with a deeper understanding of its practical implications.

Upon completion of the course, learners emerge as proficient AI Application Developers, adept at integrating Generative AI into web applications. They excel in crafting responsive designs, implementing interactive features, and optimizing performance for seamless user interactions. With expertise in consuming APIs and optimizing databases for AI applications, graduates are well-positioned to drive innovation in AI-enabled web development. Through hands-on experience and real-world case studies, participants gain invaluable insights into the transformative potential of Generative AI, making them leaders in the field of AI-driven web applications. As AI Application Developers, they are poised to drive forward the frontier of technology, leveraging Generative AI to create impactful and engaging user experiences that push the boundaries of possibility.

Course Knowledge, Skills & Ability Summary

At the end of the course, you will be able to acquire the following:

Knowledge

  • Recall key concepts of web design principles, including layout, typography, and color theory.
  • Identify tools, and techniques required to build interactive and data-driven web applications.
  • Comprehend the database fundamentals, design concepts, and normalization techniques to construct robust and efficient database systems.
  • Describe the testing methods to ensure the high quality and reliability of the developed applications
  • Explore prompt engineering and GitHub Copilot.

Skills

  • Implement generative AI algorithms in web development projects.
  • Develop an interactive web application using generative AI techniques.
  • Craft personalized user experiences and unique visual content through generative AI models.
  • Automate the design process and streamline web development workflows using generative AI.
  • Create innovative and engaging user experiences through the integration of generative AI in web development projects.

Ability

Proficient in integrating generative AI algorithms to automate design processes, enhance user experiences, and create innovative web applications with personalized content and streamlined workflows.

Blended Learning Journey

(182 Hours)

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E-Learning

30 Hours

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Flipped Class

39 Hours

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Mentoring Support (Sync) (Assignment)

39 Hours

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Mentoring Support (Sync) (Project)

30 Hours

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Mentoring Support (Async)

42 Hours

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Summative Assessment

2 Hours

Module Summary

Programming Foundations

Module Brief

The Programming Foundations module provides learners with the necessary knowledge and skills to embark on their coding journey. Whether they are beginners or aspiring developers, this module offers a solid understanding of programming concepts and techniques. It covers fundamental principles such as programming languages, paradigms, and program execution, establishing a strong foundation in programming concepts and terminology that enhances learners' ability to comprehend and test code. By engaging in practical exercises and hands-on activities, learners develop problem-solving skills and critical thinking abilities, improving their coding proficiency and enabling them to write efficient and well-structured code.

During the module project, learners demonstrate their ability to apply the knowledge and skills they have acquired by building software components. This project serves as a platform for showcasing their competence in analyzing technical requirements and translating them into robust designs. With their proficiency in programming paradigms and languages, learners can implement software components based on technical design. Furthermore, they develop the capability to ensure software quality by employing various testing methods. In summary, learners gain the ability to write well-structured code, apply object-oriented programming principles, conduct thorough testing, and effectively document their code, establishing a strong foundation for their future programming endeavors.

Other Information
  • SSG Module Reference No: NA
  • Module Validity Date: 2025-01-31

Front-end Development

Module Brief

In the Front-End Development module, learners will acquire a deep understanding of web design principles, HTML, CSS, and a responsive design using Bootstrap, JavaScript, jQuery, and single-page application development and testing. The instructional units equip them with the knowledge necessary to create captivating user interfaces and deliver seamless experiences. By engaging in practical exercises and hands-on activities, learners develop a high level of proficiency in creating visually appealing websites that adhere to the best UI design principles, leveraging front-end tools, techniques, frameworks, and libraries.

 

Through the module project, learners demonstrate their ability to apply acquired knowledge and skills in building websites with exceptional user experiences. It allows them to showcase their ability to analyse user requirements and translate them into visually captivating website designs. Proficiency in front-end development tools and techniques, and responsive design enables learners to implement the best UI design principles and create responsive websites with interactive features and enhancing user engagement. Furthermore, graduates exhibit their ability to optimize website performance, ensuring swift loading times and smooth navigation. In summary, learners gain the ability to create responsive websites with optimal performance and enhanced user experience to stay competitive in the field of front-end development.

Other Information
  • SSG Module Reference No: NA
  • Module Validity Date: 2025-01-31

Database Design and Implementation

Module Brief

The Database Design and Implementation module equips learners with the knowledge and skills needed to excel in diverse aspects of managing databases. The instructional units help them to gain a comprehensive understanding of organizing data, database design concepts, entity-relationship modeling, normalization techniques, data definition, retrieval, maintenance, testing, and documentation. By engaging in practical exercises and hands-on activities, learners develop proficiency in planning database use groups, developing conceptual, logical, and physical designs, writing optimized queries and stored procedures, and conducting thorough testing, and documentation skills to communicate database schemas, entities, relationships, and data dictionaries for collaboration and maintenance purposes.

 

During the module project, learners demonstrate their ability to produce an optimal database design for a consumer-centric Rich Internet Application. The project serves as a platform for showcasing their competence in requirements analysis, entity relationships and constraints, conceptual, logical, and physical design development, database user group planning aligned with business processes, optimized query and stored procedure writing to meet the management requirements and comprehensive testing to ensure accuracy, reliability, and performance. In summary, learners gain the ability to create efficient and effective databases for client-centric products, meeting the industry demands of design optimization, query performance, and system reliability to stay competitive in the realm of data modeling and design.

Other Information
  • SSG Module Reference No: NA
  • Module Validity Date: 2025-01-31

Generative AI - Design Development

Module Brief

The Gen AI Design & Development module offers AI application developers a comprehensive training program centered on harnessing AI technologies for enhanced productivity. Covering fundamental concepts of prompt design, participants learn to craft effective prompts for ChatGPT interactions, optimizing them to elicit desired responses efficiently. The course delves into GitHub Copilot, providing a deep dive into its capabilities and practical applications, including prompt-driven programming and business use cases. Through hands-on exercises with JavaScript and Python, participants gain proficiency in leveraging GitHub Copilot to expedite coding tasks.

 

Moreover, the curriculum introduces Microsoft Copilot Studio, focusing on its functionalities and integration into software development projects. Learners learn to enable seamless communication between applications and chatbots using APIs, unlocking the potential of Microsoft Copilot Studio in enhancing productivity. Through a combination of Flipped classes, assignments, and real-world case studies, this course equips learners with the knowledge and practical skills necessary to revolutionize their software development workflow, ultimately empowering them to leverage advanced prompt engineering techniques for maximum efficiency.

Other Information
  • SSG Module Reference No: NA
  • Module Validity Date: 2025-01-31

Target Audience & Prerequisite

Target Audience

Prerequisite

  • Minimum Age: Minimum 18 years.
  • English Proficiency: IELTS - 5.5 or its equivalent.
  • Academic Qualification: Minimum O level or its equivalent with English and Mathematics credit
  • Experience: Not Mandatory.

Graduation Requirements

Certificates

Academic Qualification

  • Professional Certificate in AI Application Development awarded by eduCLaaS

Other Information

Course Reference

  • SSG Course Reference No: NA

  • Course Validity Date: 2025-01-31

  • Course Developer : Educlaas Pte Ltd , India

Pricing & Funding

Course Name Price (USD)
Professional Certificate in AI Application Development 2000