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DeepLearning.AI
Skills you'll gain: Applied Machine Learning, Deep Learning, Machine Learning, Artificial Neural Networks, Machine Learning Algorithms, Algorithms, Computer Programming, Mathematics, Python Programming, Mathematical Theory & Analysis, Tensorflow, Human Learning
Johns Hopkins University
Skills you'll gain: General Statistics, Probability & Statistics, Mathematics, Statistical Tests, Linear Algebra, Algebra, Regression, Statistical Analysis, Biostatistics, Probability Distribution, Bayesian Statistics, Correlation And Dependence, Estimation, Basic Descriptive Statistics, Mathematical Theory & Analysis
University of California, Davis
Skills you'll gain: Big Data, Computational Thinking, Data Analysis, Machine Learning, Human Learning, Network Analysis, Machine Learning Algorithms, Social Media, Data Management, Natural Language Processing, Algorithms, Behavioral Economics, Exploratory Data Analysis, Network Architecture, Network Model, Probability & Statistics, Theoretical Computer Science, Applied Machine Learning, Computer Networking, Computer Programming, Machine Learning Software, Statistical Machine Learning, General Statistics, Graph Theory
Johns Hopkins University
Skills you'll gain: R Programming, Data Management, Data Analysis, Data Visualization, Databases, Data Structures, Extract, Transform, Load, Plot (Graphics), Database Design, Leadership and Management, Programming Principles, Computer Programming, Database Theory, Regression, General Statistics, Statistical Analysis, Statistical Programming
Skills you'll gain: Data Management, Databases, Big Data, SQL, Data Analysis, Data Structures, Cloud Storage, Database Theory, Apache, Database Administration, Data Analysis Software, Exploratory Data Analysis, Database Design, Database Application, Data Warehousing
Universidad de los Andes
Skills you'll gain: Project Management, Strategy and Operations, Strategy, Leadership and Management, Probability & Statistics, Planning, Organizational Development, Correlation And Dependence, Process Analysis, Change Management, Critical Thinking, Mathematical Theory & Analysis, Exploratory Data Analysis, Finance, Supply Chain and Logistics, User Experience, Continuous Integration, Scala Programming
Rice University
Skills you'll gain: Computer Programming, Programming Principles, Python Programming, Computer Programming Tools, Computational Logic, Data Analysis, Computational Thinking, Mathematics, Algorithms, Critical Thinking, Data Structures, Mathematical Theory & Analysis, Problem Solving, Applied Mathematics, Data Visualization
Universitat Autònoma de Barcelona
Skills you'll gain: Computer Graphics, Game Theory, Leadership and Management, Strategy, Visual Design, Business Analysis, Computer Graphic Techniques, Graphics Software, User Experience, Data Analysis, Human Computer Interaction, Communication, Graphic Design, Computer Programming, Strategy and Operations, Calculus, Design and Product, Geometry, Interactive Design, Software Engineering
Johns Hopkins University
Skills you'll gain: Leadership and Management, Data Analysis, Data Management, Clinical Data Management, Decision Making, Systems Design, Data Model, Data Structures, Databases, User Experience, Change Management, Big Data, Data Analysis Software, Database Design, Database Theory, Process Analysis, Project Management, Data Science, Health
Skills you'll gain: Data Visualization, Data Analysis, Databases, Microsoft Excel, SQL, Data Management, Data Structures, Python Programming, Basic Descriptive Statistics, Computer Programming, Database Administration, Database Application, Database Design, Database Theory, Spreadsheet Software, Plot (Graphics), Statistical Analysis, General Statistics, Mathematical Theory & Analysis, Statistical Tests, Statistical Visualization, Probability & Statistics, Business Analysis, Data Mining, Data Science, Data Visualization Software, Data Warehousing, Interactive Data Visualization, NoSQL, R Programming, Business Intelligence, Forecasting, PostgreSQL, Tableau Software
University of Illinois Urbana-Champaign
Skills you'll gain: Machine Learning, Data Analysis, Data Mining, Machine Learning Algorithms, Natural Language Processing, Probability & Statistics, Data Visualization, Bayesian Statistics, General Statistics, Probability Distribution, Statistical Programming, Algorithms, Mathematical Theory & Analysis, Python Programming, Data Visualization Software
University of Michigan
Skills you'll gain: FinTech, Finance, BlockChain, Decision Making, Risk Management, Financial Analysis, Investment Management, Leadership and Management, Critical Thinking, Data Analysis, Innovation, Machine Learning, Algorithms, Entrepreneurship, Strategy, Cryptography, Data Mining, Payments, Strategy and Operations, Cyberattacks, Network Security, Statistical Machine Learning, Underwriting, Database Theory
In summary, here are 10 of our most popular theory courses
- Improving Deep Neural Networks: Hyperparameter Tuning, Regularization and Optimization: DeepLearning.AI
- Advanced Statistics for Data Science: Johns Hopkins University
- Computational Social Science: University of California, Davis
- Tidyverse Skills for Data Science in R: Johns Hopkins University
- Modern Big Data Analysis with SQL: Cloudera
- Programa Especializado en Gerencia de Proyectos Complejos: Universidad de los Andes
- Introduction to Scripting in Python: Rice University
- Diseño y Creación de videojuegos: Universitat Autònoma de Barcelona
- Health Informatics: Johns Hopkins University
- IBM Business Intelligence (BI) Analyst: IBM