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Explore the Big Data Course Catalog
- Status: Free
Stanford University
Skills you'll gain: Cryptography, Data Encryption Standard, Encryption, Key Management, Advanced Encryption Standard (AES), Public Key Cryptography Standards (PKCS), Cybersecurity, Authentications, Data Integrity, Mathematical Software, Algorithms
University of Michigan
Skills you'll gain: Sampling (Statistics), Data Visualization, Statistics, Matplotlib, Statistical Visualization, Probability & Statistics, Jupyter, Statistical Methods, Data Visualization Software, Data Analysis, Statistical Analysis, Exploratory Data Analysis, Descriptive Statistics, Statistical Inference, Data Collection, NumPy, Box Plots, Histogram, Python Programming
Microsoft
Skills you'll gain: Microsoft Excel, Excel Formulas, Data Visualization, Spreadsheet Software, Microsoft 365, Productivity Software, Data Analysis Software, Data Import/Export, Data Management, File Management
Skills you'll gain: Presentations, Data Presentation, Data Storytelling, Generative AI, Project Management, Data Analysis, Brainstorming, Productivity Software, Business Writing, Artificial Intelligence, Business Correspondence, Business Ethics
Automatic Data Processing, Inc. (ADP)
Skills you'll gain: Payroll, Payroll Processing, Payroll Systems, Payroll Administration, Payroll Reporting, Payroll Tax, Data Entry, Employee Onboarding, Compensation Management, Record Keeping, Auditing, Tax Compliance, Timelines, Data Security
University of Washington
Skills you'll gain: Unsupervised Learning, Bayesian Statistics, Applied Machine Learning, Data Mining, Statistical Machine Learning, Big Data, Statistical Inference, Dimensionality Reduction, Text Mining, Statistical Modeling, Machine Learning Algorithms, Machine Learning, Scalability, Data Structures, Distributed Computing, Probability Distribution, Algorithms
University of Michigan
Skills you'll gain: Database Design, SQL, MySQL, PHP (Scripting Language), Relational Databases, JSON, Database Management, jQuery, Hypertext Markup Language (HTML), Javascript and jQuery, Ajax, Databases, Data Modeling, Database Application, Database Development, Debugging, Web Applications, Object Oriented Programming (OOP), Application Development, Web Development
Skills you'll gain: Email Marketing, Marketing Automation, Personally Identifiable Information, Newsletters, Digital Marketing, Data Management, Marketing Strategy and Techniques, HubSpot CRM, Customer Data Management, Promotional Strategies, Content Creation, Performance Metric, Target Audience, Key Performance Indicators (KPIs), Customer Retention
University of Michigan
Skills you'll gain: Sampling (Statistics), Sample Size Determination, Survey Creation, Data Collection, Statistical Analysis, Data Analysis Software, Business Research, Interviewing Skills, Data Integration, Data Ethics, Research Design, Stata, R Programming, Data Quality, Data Analysis, Statistical Modeling, Qualitative Research, Statistical Methods, Statistical Programming, Data Cleansing
University of Pennsylvania
Skills you'll gain: Growth Strategies, Key Performance Indicators (KPIs), Entrepreneurial Finance, Entrepreneurship, Digital Marketing, Performance Measurement, Business Valuation, Customer Acquisition Management, Peer Review, Branding, Lean Methodologies, Business Metrics, Marketing Strategies, Financial Analysis, Presentations, Team Building, Project Finance, Ideation, Target Market, New Product Development
Google Cloud
Skills you'll gain: Feature Engineering, Google Cloud Platform, Generative AI, Tensorflow, Keras (Neural Network Library), MLOps (Machine Learning Operations), Cloud Infrastructure, Artificial Intelligence and Machine Learning (AI/ML), Data Pipelines, Data Management, Data Governance, Workflow Management, Artificial Intelligence, Application Deployment, Deep Learning, Cloud Solutions, Cloud Development, Applied Machine Learning, Machine Learning, Predictive Modeling
University of Michigan
Skills you'll gain: Feature Engineering, Applied Machine Learning, Supervised Learning, Scikit Learn (Machine Learning Library), Predictive Modeling, Machine Learning, Unsupervised Learning, Classification And Regression Tree (CART), Dimensionality Reduction, Random Forest Algorithm, Regression Analysis, Artificial Neural Networks
In summary, here are 10 of our most popular big data courses
- Cryptography I: Stanford University
- Understanding and Visualizing Data with Python: University of Michigan
- Work Smarter with Microsoft Excel: Microsoft
- Google Prompting Essentials: Google
- The Payroll Cycle: Automatic Data Processing, Inc. (ADP)
- Machine Learning: Clustering & Retrieval: University of Washington
- Web Applications for Everybody: University of Michigan
- Think Outside the Inbox: Email Marketing: Google
- Survey Data Collection and Analytics: University of Michigan
- Entrepreneurship: University of Pennsylvania