Data Science & AnalyticsCertificate Programs
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Data Science Certificate
- Understanding Data Analytics CourseCEEM581Finding Patterns in Data Using Association Rules, PCA, and Factor Analysis CourseCEEM582Finding Patterns in Data Using Cluster and Hotspot Analysis CourseCEEM583Regression Analysis and Discrete Choice Models CourseCEEM584Supervised Learning Techniques CourseCEEM585Neural Networks and Machine Learning CourseCEEM586
Data Visualization in Tableau Certificate
- Creating Data Visualizations with Tableau CourseCAC113Enhancing Data Visualizations with Tableau CourseCAC114Telling a Data-Driven Story with Tableau CourseCAC115Leadership Symposium
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LSMSYM01Planning and Delivering Effective Presentations Course*LSM588Problem-Solving Using Evidence and Critical Thinking Course*LSM401Strategic Decision Making Course*LSM582Building Compelling Slide Decks and Reports Course*LSM701Python for Data Science Certificate
- Constructing Expressions in Python CourseCAC101Writing Custom Python Functions, Classes, and Workflows CourseCAC102Developing Data Science Applications CourseCAC103Creating Data Arrays and Tables in Python CourseCAC104Organizing Data with Python CourseCAC105Analyzing and Visualizing Data with Python CourseCAC106Building Predictive Machine Learning Models CourseCAC107
Natural Language Processing With Python Certificate
- Natural Language Processing Fundamentals CourseCIS571Transforming Text Into Numeric Vectors CourseCIS572Classifying Documents With Supervised Machine Learning CourseCIS573Topic Modeling With Unsupervised Machine Learning CourseCIS574Clustering Documents With Unsupervised Machine Learning CourseCIS575Conducting Semantic and Sentiment Analysis CourseCIS576
Machine Learning Certificate
- Problem-Solving with Machine Learning CourseCIS531Estimating Probability Distributions CourseCIS532Learning with Linear Classifiers CourseCIS533Decision Trees and Model Selection CourseCIS534Debugging and Improving Machine Learning Models CourseCIS535Learning with Kernel Machines CourseCIS536Deep Learning and Neural Networks CourseCIS537Linear Algebra: Low Dimension CourseCAS531Matrix and Linear Algebra: High Dimension CourseCAS532
Business Statistics Certificate
- Presenting Quantitative Data CourseCORE521Descriptive Statistics for Business CourseCORE522Making Predictions Using Statistical Probability CourseCORE523Inferential Statistics CourseCORE524Multivariable Comparisons CourseCORE525Statistical Forecasting CourseCORE526Practical Applications of Statistics CourseCORE527
Business Analytics Certificate
- Getting Started with Spreadsheet Modeling and Business Analytics CourseDYS541Harvesting Spreadsheet Data CourseDYS542Visualizing and Communicating Insights In Excel CourseDYS543Making Predictions and Forecasts with Data CourseDYS544Using Prescriptive Analytics in Excel CourseDYS545Creating and Sharing Interactive Data Models CourseDYS546Leadership Symposium
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