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Explore the Statistics for Data Science Course Catalog
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Arizona State University
Skills you'll gain: Matplotlib, NumPy, Plot (Graphics), Pandas (Python Package), Data Structures, Data Visualization Software, Data Analysis, Scatter Plots, Pivot Tables And Charts, Python Programming, File Management, Data Manipulation, Exploratory Data Analysis, Jupyter, Data Import/Export, Computer Programming
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Skills you'll gain: Artificial Intelligence and Machine Learning (AI/ML), Machine Learning, Applied Machine Learning, Deep Learning, Supervised Learning, IBM Cloud, Classification And Regression Tree (CART), Predictive Modeling, Unsupervised Learning, Reinforcement Learning, Software Development Life Cycle
Coursera Project Network
Skills you'll gain: Microsoft PowerPoint, Presentations, Data Visualization, Data Visualization Software, Interactive Data Visualization, Data Storytelling, Drive Engagement, Productivity Software, Business Process
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Skills you'll gain: Tableau Software, Data Transformation, Data Integration, Pivot Tables And Charts, SQL Server Integration Services (SSIS), Data Visualization Software, Relational Databases, Data Management, Advanced Analytics, Data Analysis, Data Cleansing, Business Intelligence, Data Quality, Forecasting
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Coursera Instructor Network
Skills you'll gain: Generative AI Agents, Public Relations, Content Creation, Marketing and Public Relations, Corporate Communications, Media Relations, Productivity Software, Crisis Management, Team Leadership, Data Ethics, Promotions and Campaigns, Social Media Campaigns
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Skills you'll gain: Rmarkdown, Web Scraping, Microsoft Azure, Cloud Storage, Data Analysis, Geospatial Information and Technology, Data Collection, R Programming, Interactive Data Visualization, Analytics, Geospatial Mapping, Data Manipulation, Data Integration, Data Wrangling, Data Cleansing, Application Programming Interface (API)
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University of Minnesota
Skills you'll gain: Simulations, Probability Distribution, Probability, Statistics, Business Mathematics, Microsoft Excel, Operations Research, Complex Problem Solving, Business Modeling, Risk Modeling, Financial Modeling, Data Modeling, Strategic Thinking, Analysis, Statistical Analysis
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Skills you'll gain: Prompt Engineering, Generative AI, Scenario Testing, Code Review, Python Programming, Test Case, ChatGPT, Application Development, Automation, Debugging
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Northeastern University
Skills you'll gain: Unsupervised Learning, Supervised Learning, Regression Analysis, Applied Machine Learning, Statistical Modeling, Machine Learning Algorithms, PyTorch (Machine Learning Library), Statistical Methods, Statistical Machine Learning, Machine Learning, Predictive Analytics, Predictive Modeling, Statistical Programming, Artificial Intelligence and Machine Learning (AI/ML), Deep Learning, Probability & Statistics, Dimensionality Reduction
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Coursera Instructor Network
Skills you'll gain: Team Performance Management, Performance Management, Employee Performance Management, Performance Review, Generative AI Agents, Performance Improvement, Team Management, Goal Setting, Performance Analysis, Performance Measurement, Employee Coaching, AI Personalization, Workforce Development, Employee Engagement, Constructive Feedback, Drive Engagement, Key Performance Indicators (KPIs), Prompt Engineering, Coaching, Analytics
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University of Colorado System
Skills you'll gain: Classification And Regression Tree (CART), AI Personalization, Marketing Analytics, Unsupervised Learning, Customer Analysis, Predictive Analytics, Applied Machine Learning, Advanced Analytics, Supervised Learning, Dimensionality Reduction, Predictive Modeling, Marketing Strategies, Data-Driven Decision-Making, Strategic Marketing, Customer experience improvement, Personalized Service, Machine Learning, Regression Analysis
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École Polytechnique Fédérale de Lausanne
Skills you'll gain: Apache Spark, Apache Hadoop, Scala Programming, Distributed Computing, Big Data, Data Manipulation, Data Processing, Performance Tuning, SQL, Functional Design, Data Analysis
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