Advanced Certificate in AI-Infused App Development for Tomorrow
-- ViewingNowThe Advanced Certificate in AI-Infused App Development for Tomorrow is a comprehensive course designed to equip learners with essential skills for developing intelligent applications. This program focuses on the rapidly growing field of artificial intelligence (AI) and its integration into mobile and web app development.
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تفاصيل الدورة
• Advanced Machine Learning Algorithms in AI-Infused App Development: This unit will cover the latest machine learning algorithms and techniques used to build intelligent AI-infused applications. Topics will include deep learning, natural language processing, and computer vision. • AI-Infused App Design Patterns: This unit will explore design patterns and best practices for building AI-infused applications. Students will learn about different architectures, such as serverless and microservices, and how to design applications for scalability and performance. • Data Engineering for AI-Infused Apps: This unit will cover data engineering concepts and techniques for building AI-infused applications. Topics will include data warehousing, data lakes, data pipelines, and data integration. • AI Ethics and Regulations: This unit will delve into the ethical and regulatory considerations of AI-infused app development. Students will learn about the ethical implications of AI, such as bias and privacy, and how to navigate regulatory frameworks such as GDPR and CCPA. • AI-Infused App Development Tools and Frameworks: This unit will introduce students to the latest tools and frameworks for building AI-infused applications. Topics will include popular programming languages, such as Python and R, as well as tools like TensorFlow and PyTorch. • AI-Infused App Security: This unit will cover security best practices and techniques for building secure AI-infused applications. Students will learn about common security threats and how to design applications that are resilient to cyberattacks. • AI-Infused App Testing and Validation: This unit will cover testing and validation techniques for AI-infused applications. Students will learn about testing methodologies, such as unit testing and integration testing, and how to validate their applications using techniques like A/B testing and user testing. • AI-Infused App Deployment and Maintenance: This unit will cover deployment and maintenance best practices for AI-infused applications. Students will learn about different deployment strategies, such as continuous integration and continuous delivery, and how to maintain their applications over time.
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