Certificate in AI Recipe Essentials for Analysts
-- ViewingNowThe Certificate in AI Recipe Essentials for Analysts is a comprehensive course designed to equip learners with essential AI skills for career advancement. This program focuses on the fundamental concepts and techniques of Artificial Intelligence, providing a solid foundation for learners to build upon.
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โข AI Basics for Analysts: Understanding Artificial Intelligence, Machine Learning, and Deep Learning
โข Data Preprocessing for AI: Data Cleaning, Feature Engineering, and Data Augmentation
โข Python Programming for AI: Libraries, Frameworks, and Tools
โข Exploratory Data Analysis (EDA) for AI-Driven Insights
โข AI Model Development: Regression, Classification, and Clustering Techniques
โข Model Evaluation and Validation: Metrics, Cross-Validation, and Hyperparameter Tuning
โข Natural Language Processing (NLP) Essentials for Analysts: Text Preprocessing, Named Entity Recognition, and Sentiment Analysis
โข Computer Vision Fundamentals: Image Preprocessing, Object Detection, and Image Segmentation
โข AI Ethics and Regulations: Bias, Fairness, Transparency, and Data Privacy
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