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Skills you'll gain: Exploratory Data Analysis, Unsupervised Learning, Supervised Learning, Feature Engineering, Generative AI, Dimensionality Reduction, Reinforcement Learning, Artificial Intelligence and Machine Learning (AI/ML), Data Cleansing, Applied Machine Learning, Data Access, Deep Learning, Data Analysis, Regression Analysis, Machine Learning, Statistical Analysis, Statistical Inference, Machine Learning Algorithms, Classification And Regression Tree (CART), Scikit Learn (Machine Learning Library)
Skills you'll gain: Natural Language Processing, Supervised Learning, Dimensionality Reduction, Text Mining, Machine Learning, Feature Engineering, Artificial Intelligence, Unstructured Data, Regression Analysis, Bayesian Statistics
Stanford University
Skills you'll gain: Data Structures, Graph Theory, Algorithms, Bioinformatics, Theoretical Computer Science, Computational Thinking, Network Analysis, Network Routing, Analysis, Probability, Design Strategies, Computer Science
Skills you'll gain: Responsive Web Design, Information Architecture, User Experience Design, Web Design, Design Reviews, Usability Testing, Wireframing, UI/UX Strategy, User Research, Persona (User Experience), User Interface (UI) Design, Prototyping, Figma (Design Software)
- Status: Free
Georgia Institute of Technology
Skills you'll gain: User Experience Design, Prototyping, User Centered Design, Usability, Requirements Analysis, User Interface (UI), Interaction Design, Usability Testing, User Research
Johns Hopkins University
Skills you'll gain: Data Quality, Exploratory Data Analysis, Data Presentation, Employee Onboarding, Data Management, Team Motivation, Technical Communication, Data Analysis, Project Management, Interviewing Skills, Data Visualization, Data Cleansing, Data Science, Data-Driven Decision-Making, Management Reporting, Organizational Leadership, Data Storytelling, Team Management, Analytical Skills, Business Analytics
Kennesaw State University
Skills you'll gain: Six Sigma Methodology, Lean Six Sigma, Statistical Hypothesis Testing, Statistical Analysis, Analysis, Statistical Methods, Statistical Inference, Process Analysis, Correlation Analysis, Probability & Statistics, Risk Analysis, Regression Analysis, Variance Analysis, Sample Size Determination, Sampling (Statistics)
Skills you'll gain: Data Pipelines, Dataflow, Google Cloud Platform, Real Time Data, Data Lakes, MLOps (Machine Learning Operations), Dashboard, Data Warehousing, Extract, Transform, Load, Data Infrastructure, Cloud Storage, Big Data, Tensorflow, Unstructured Data, Data Integration, Data Processing, Data Visualization Software, Apache Hadoop, Apache Spark, Cloud Computing
Skills you'll gain: Search Engine Marketing, Search Engine Optimization, Target Audience, Digital Marketing, Persona Development, Web Analytics and SEO, Marketing, Customer Engagement, Customer Acquisition Management, Advertising, Marketing Strategies, Lead Generation
University of Pennsylvania
Skills you'll gain: Mathematical Modeling, Statistical Modeling, Regression Analysis, Business Modeling, Financial Modeling, Business Mathematics, Predictive Modeling, Probability, Operations Research, Business Process Modeling, Business Risk Management, Statistical Analysis, Probability Distribution, Simulation and Simulation Software
Skills you'll gain: User Experience Design, Persona (User Experience), UI/UX Research, User Centered Design, Design Thinking, Professional Development, Usability, Interviewing Skills, Cross Platform Development, Artificial Intelligence, Responsive Web Design, Web Applications, Mobile Development, Prototyping, Communication, Business Planning
Skills you'll gain: Cloud Computing Architecture, Cloud Services, Cloud Security, Cloud Infrastructure, Cloud Platforms, Cloud Computing, Cloud Storage, Infrastructure As A Service (IaaS), Emerging Technologies, Hybrid Cloud Computing, IBM Cloud, Serverless Computing, Virtualization, Microservices, Containerization
In summary, here are 10 of our most popular portfolio analysis courses
- IBM Machine Learning: IBM
- Natural Language Processing with Classification and Vector Spaces: DeepLearning.AI
- Algorithms: Stanford University
- Build Dynamic User Interfaces (UI) for Websites: Google
- Introduction to User Experience Design : Georgia Institute of Technology
- Executive Data Science: Johns Hopkins University
- The Analyze Phase for the 6 σ Black Belt: Kennesaw State University
- Data Engineering, Big Data, and Machine Learning on GCP: Google Cloud
- Attract and Engage Customers with Digital Marketing: Google
- Fundamentals of Quantitative Modeling: University of Pennsylvania