Certificate in Strategic Business Analytics Applications Development
-- ViewingNowThe Certificate in Strategic Business Analytics Applications Development is a comprehensive course designed to meet the growing industry demand for skilled business analysts. This program emphasizes the importance of data-driven decision-making in modern organizations, focusing on the development and implementation of analytical applications.
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โข Introduction to Strategic Business Analytics: Overview of concepts, techniques, and tools in strategic business analytics
โข Data Analysis and Visualization: Data cleaning, exploration, and visualization using libraries like Matplotlib, Seaborn, and Tableau
โข Predictive Modeling: Regression, classification, clustering, and time series analysis using algorithms like Linear Regression, Decision Trees, and ARIMA
โข Machine Learning for Business Analytics: Supervised and unsupervised learning, ensemble methods, and model evaluation
โข Big Data Analytics: Hadoop, Spark, and NoSQL databases for handling large-scale data
โข Natural Language Processing: Text preprocessing, sentiment analysis, and topic modeling using libraries like NLTK and Gensim
โข Business Intelligence Tools: Power BI, Looker, and Qlik for data reporting and dashboarding
โข Data Storytelling: Communicating insights effectively using data storytelling techniques and data visualization best practices
โข Capstone Project: Applying strategic business analytics concepts to a real-world problem, showcasing skills in data analysis, modeling, and visualization
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