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Artificial Intelligence and Machine Learning for Business
Enhance your business decision-making with the Artificial Intelligence and Machine Learning for Business course offered by IIM Ahmedabad. This comprehensive program integrates data analytics and optimization tools, focusing on the latest developments in machine learning. Designed for professionals with a strong quantitative background, the course emphasizes practical applications and the workings of algorithms, providing deep insights into data science.
Participants will master handling both small and large datasets, performing tasks such as classification and predictive modeling to automate business operations. The course covers essential data analysis and optimization libraries, equipping you with the skills to use data-driven methods for enhancing artificial intelligence technologies and solving complex problems.
Key topics include Python programming, classification techniques, clustering techniques, dimensionality reduction, neural networks, deep learning, and text mining. Real-world applications such as building credit assessment platforms, recommendation engines, location clustering for service routing, sentiment analysis engines, and object detection models will be covered, with codes, models, and datasets shared during the program.
Teaching methods comprise case studies, lectures, and computer lab exercises, ensuring a rich learning experience. Prior preparation involves a customized three-hour Python video tutorial. The program targets professionals and organizations seeking expertise in data science and machine learning tools for their data analysis needs. Participants should have a bachelor’s degree or higher, with sufficient exposure to mathematics and computing.
Join us to elevate your data analysis capabilities and drive your organization forward with the power of artificial intelligence and machine learning.