Global Certificate in Next-Gen Data Science
-- ViewingNowThe Global Certificate in Next-Gen Data Science is a comprehensive course designed to equip learners with essential data science skills for career advancement. This program focuses on next-generation data science techniques, including machine learning, big data analytics, predictive modeling, and artificial intelligence.
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โข Fundamentals of Data Science: Introduction to data science, data types, data structures, data acquisition, and data cleaning
โข Statistical Methods: Descriptive and inferential statistics, probability distributions, hypothesis testing, and statistical modeling
โข Data Visualization: Fundamentals of data visualization, data storytelling, and visualization tools and libraries
โข Machine Learning: Supervised and unsupervised learning, regression, classification, clustering, and model evaluation
โข Deep Learning: Neural networks, convolutional neural networks (CNNs), recurrent neural networks (RNNs), and long short-term memory (LSTM)
โข Big Data Analytics: Distributed computing, Hadoop, Spark, and NoSQL databases
โข Data Ethics and Privacy: Responsible data science, ethical considerations, and data privacy and security
โข Data Science Tools: Python, R, SQL, Tableau, Power BI, and Git
โข Capstone Project: Real-world data science project, problem formulation, data analysis, and solution implementation
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