Executive Development Programme in AI Solutions: Frontiers
-- ViewingNowThe Executive Development Programme in AI Solutions: Frontiers certificate course is a comprehensive program designed to meet the surging industry demand for AI expertise. This course emphasizes the practical application of AI technologies, enabling learners to develop and implement AI-driven solutions in their respective fields.
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⢠Fundamentals of Artificial Intelligence: Understanding the basics of AI, machine learning, and deep learning. This unit will cover the history, concepts, and applications of AI. It will also introduce key algorithms, models, and architectures.
⢠Data Acquisition and Preprocessing: This unit will focus on collecting, cleaning, and transforming data for AI applications. It will cover data sources, data types, data quality, and data preprocessing techniques such as normalization, transformation, and feature engineering.
⢠AI Ethics and Regulations: This unit will explore the ethical and legal implications of AI systems. It will cover topics such as bias, fairness, transparency, privacy, and security. It will also discuss current and emerging regulations and standards for AI systems.
⢠AI in Business Operations: This unit will examine how AI can improve business operations such as supply chain management, inventory control, logistics, and customer service. It will cover use cases, benefits, and challenges of implementing AI in these areas.
⢠AI in Marketing and Sales: This unit will investigate how AI can enhance marketing and sales efforts such as customer segmentation, lead generation, demand forecasting, and personalization. It will discuss the impact of AI on marketing and sales strategies, tactics, and metrics.
⢠AI in Product Development: This unit will look at how AI can assist in product development such as design, prototyping, testing, and optimization. It will cover AI-driven innovation and creativity, as well as AI-based product lifecycle management.
⢠AI in Decision Making: This unit will explore how AI can support and augment human decision making in various domains such as finance, healthcare, and government. It will discuss the opportunities and challenges of AI-assisted decision making, and its impact on organizational performance and outcomes.
⢠AI Technologies and Tools: This unit will introduce various AI technologies and tools such as TensorFlow, PyTorch, Keras, and OpenCV. It will cover their features, advantages, and limitations, and how to choose the right tool for the job.<
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