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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⢠Unit 1: Introduction to Data Science & Advanced Analytics
⢠Unit 2: Data Preprocessing & Data Wrangling
⢠Unit 3: Exploratory Data Analysis (EDA) & Visualization
⢠Unit 4: Statistical Analysis & Probability Theory
⢠Unit 5: Machine Learning Algorithms & Techniques
⢠Unit 6: Deep Learning Fundamentals
⢠Unit 7: Neural Networks Architectures
⢠Unit 8: Convolutional Neural Networks (CNN) & Computer Vision
⢠Unit 9: Recurrent Neural Networks (RNN) & Natural Language Processing (NLP)
⢠Unit 10: Advanced Topics in Deep Learning: Generative Adversarial Networks (GAN) & Reinforcement Learning
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