Certificate in Data Science for Actionable Insights
-- ViewingNowThe Certificate in Data Science for Actionable Insights is a comprehensive course designed to equip learners with essential data science skills in high demand by industry. This program covers key topics including statistical analysis, machine learning, and data visualization using tools like Python, R, and Tableau.
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โข Introduction to Data Science: Fundamentals of data science, data types, and data science tools
โข Statistical Analysis: Descriptive and inferential statistics, probability distributions, and statistical modeling
โข Data Visualization: Data visualization principles, tools, and techniques for effective communication
โข Machine Learning: Supervised and unsupervised learning, model evaluation, and hyperparameter tuning
โข Data Preprocessing: Data cleaning, feature engineering, and data transformation
โข Predictive Analytics: Time series analysis, regression models, and forecasting
โข Big Data Analytics: Distributed computing, Hadoop, and Spark for big data processing
โข Natural Language Processing: Text processing, sentiment analysis, and topic modeling
โข Ethics in Data Science: Responsible data science, data privacy, and ethical considerations in data analysis
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