Masterclass Certificate in AI for Data Science: Analytical Skills
-- ViewingNowThe Masterclass Certificate in AI for Data Science: Analytical Skills is a comprehensive course that equips learners with essential skills for career advancement in the data science industry. This course is of utmost importance as it bridges the gap between theoretical knowledge and practical implementation of artificial intelligence in data science.
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โข Unit 1: Introduction to AI & Data Science
โข Unit 2: Mathematics for AI (Linear Algebra, Calculus, Probability)
โข Unit 3: Statistical Analysis and Machine Learning
โข Unit 4: Data Preprocessing and Data Wrangling
โข Unit 5: Data Visualization
โข Unit 6: Supervised Learning (Regression, Classification)
โข Unit 7: Unsupervised Learning (Clustering, Dimensionality Reduction)
โข Unit 8: Deep Learning Fundamentals (Neural Networks, Convolutional Neural Networks)
โข Unit 9: Natural Language Processing (Text Preprocessing, Named Entity Recognition)
โข Unit 10: Ethical Considerations and Bias in AI Systems
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