Short Course: Applied AI and Data Science

Programme Overview

Exploring the Frontiers of AI and Data Science for Tangible Business Impact

Since the advent of artificial intelligence, data science and AI have forged a formidable working relationship in the industry. With the entrance of witty innovations including computer vision and natural language processing, this has equipped market players with powerful tools to transform industries, alter corporate strategies, and revolutionise day-to-day operations. Data science has changed the total trajectory of business globally from the optimisation of business procedures to data-driven decision-making and predictive analytics. These advances in AI and data science have led to a global proliferation of transformative technologies across various industries and sectors including finance, banking, healthcare, sales, marketing, manufacturing, engineering, hospitality, transport, and logistics. As a result, organisations are working tirelessly to glean valuable insights from the deluge of data to make more informed business decisions. With the SCHSBM’s Applied AI and Data Science programme, you will discover the true value of data and develop specialised knowledge in AI and data science by becoming adept in big data machine learning and sophisticated modeling. The programme will take a deep dive into applied AI and data science, focusing on the theory and real-world applications of supervised and unsupervised learning, computer vision, neural networks, time-series analysis, and other exciting AI and data science applications. Through the support of expert faculty, you will develop the practical skills needed to apply AI and data science techniques to solve real-world problems. Additionally, you will learn how to create machine learning and deep learning models and user-friendly dashboards to convey the findings and results of your data.

This programme adopts a cross-disciplinary approach to business, endowing you with practical knowledge and skills in artificial intelligence, data science, analytics, deep learning and machine learning to address common data-related problems analytically. Through hands-on training, you will experience the full data science supply chain including data collection, processing, analysis, visualisation, prediction, and how to generate insights from different types of data. Designed for professionals across various industries, this programme encourages you to bring your diverse business challenges to the forefront and discover cutting-edge data science-driven solutions to address these challenges.

Learning Objectives

This programme will allow you to:

    • Discover the transformative power of data.
    • Discuss the strategic impact of generative AI and data science.
    • Demonstrate a foundational understanding of data science tools, processes, and models.
    • Evaluate applicable methodologies in data analytics for business, AI, and data science.
    • Leverage AI and data science to create value for your organisation.
    • Develop your proficiency in the use of programming languages including Python, R and SQL.
    • Apply advanced data skills to real-world projects.
    • Prepare data for machine learning projects.
    • Create machine learning and AI models.
    • Train your machine learning models on big data in the cloud.
    • Extract meaningful data insights by interpreting statistical results.
    • Solve complex business challenges using AI and machine learning tools.
    • Create a data-driven framework for your organisation.
    • Make your organisation AI-ready.

Cost: US $2,554

Modality: Online

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