Advanced Certificate Data Science & Deep Learning
-- ViewingNowThe Advanced Certificate Data Science & Deep Learning course is a comprehensive program designed to equip learners with essential skills for career advancement in the data science industry. This course covers key topics including machine learning, data visualization, predictive modeling, and big data analytics.
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โข Unit 1: Introduction to Data Science & Advanced Analytics
โข Unit 2: Data Preprocessing & Data Wrangling
โข Unit 3: Exploratory Data Analysis (EDA) & Visualization
โข Unit 4: Statistical Analysis & Probability Theory
โข Unit 5: Machine Learning Algorithms & Techniques
โข Unit 6: Deep Learning Fundamentals
โข Unit 7: Neural Networks Architectures
โข Unit 8: Convolutional Neural Networks (CNN) & Computer Vision
โข Unit 9: Recurrent Neural Networks (RNN) & Natural Language Processing (NLP)
โข Unit 10: Advanced Topics in Deep Learning: Generative Adversarial Networks (GAN) & Reinforcement Learning
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