Professional Certificate in AI & Data Analysis for Engineers
-- ViewingNowThe Professional Certificate in AI & Data Analysis for Engineers is a career-transforming course designed to equip learners with essential AI and data analysis skills. This program is crucial in today's data-driven world, where businesses rely heavily on AI to make informed decisions.
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โข Introduction to AI & Data Analysis: Overview of AI and Data Analysis, setting the foundation for the course.
โข Mathematics for AI: Linear Algebra, Probability, and Statistics - crucial mathematical concepts for AI.
โข Data Wrangling & Pre-processing: Techniques for cleaning and transforming raw data for analysis.
โข Machine Learning Fundamentals: Supervised, Unsupervised, and Reinforcement Learning, introducing students to essential ML algorithms.
โข Deep Learning Concepts: Artificial Neural Networks, Convolutional Neural Networks, and Recurrent Neural Networks.
โข Natural Language Processing (NLP): Text processing, sentiment analysis, and topic modeling.
โข Computer Vision: Image recognition, object detection, and generative models.
โข AI Ethics & Regulations: Understanding the ethical and legal implications of AI systems.
โข AI Project Development: Applying AI and Data Analysis techniques to real-world engineering projects.
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