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Explore the Theoretical Computer Science Course Catalog
- Status: [object Object]
Skills you'll gain: NoSQL, Data Warehousing, SQL, Apache Hadoop, Extract, Transform, Load, Apache Airflow, Web Scraping, Linux Commands, Database Design, IBM Cognos Analytics, MySQL, Apache Spark, Data Pipelines, Apache Kafka, Database Management, Bash (Scripting Language), Shell Script, Jupyter, Generative AI, Professional Networking
Imperial College London
Skills you'll gain: Linear Algebra, Dimensionality Reduction, NumPy, Regression Analysis, Calculus, Applied Mathematics, Probability & Statistics, Data Transformation, Jupyter, Data Science, Advanced Mathematics, Statistics, Numerical Analysis, Geometry, Statistical Analysis, Machine Learning Methods, Artificial Neural Networks, Algorithms, Data Manipulation, Machine Learning
DeepLearning.AI
Skills you'll gain: Computer Vision, Image Analysis, Deep Learning, Artificial Neural Networks, Applied Machine Learning, Artificial Intelligence, Network Architecture, Machine Learning, Data Processing, Algorithms
University of Colorado Boulder
Skills you'll gain: Kinesiology, Physical Therapy, Behavioral Health, Health Assessment, Preventative Care, Blood Pressure, Respiration, Anatomy, Life Sciences, Stress Management, Vital Signs, Injury Prevention, Pharmaceuticals, Risk Analysis
Skills you'll gain: Network Security, Intrusion Detection and Prevention, Hardening, TCP/IP, Cyber Attacks, Network Architecture, Computer Networking, Cloud Computing, Firewall, Network Infrastructure, Network Protocols, Virtual Private Networks (VPN)
Johns Hopkins University
Skills you'll gain: Shiny (R Package), Rmarkdown, Regression Analysis, Leaflet (Software), Exploratory Data Analysis, Statistical Inference, Predictive Modeling, Statistical Hypothesis Testing, Plotly, Machine Learning Algorithms, Interactive Data Visualization, Probability & Statistics, Statistical Machine Learning, Feature Engineering, Statistical Analysis, Statistical Modeling, Probability, Correlation Analysis, Data Science, Data Analysis
- Status: Free
Johns Hopkins University
Skills you'll gain: Interviewing Skills, Infection Control, Rapport Building, Interpersonal Communications, Epidemiology, Data Ethics, Community Outreach, Infectious Diseases, Investigation, Patient Assistance, Case Management, Medical Science and Research, Ethical Standards And Conduct, Risk Analysis, Medical Terminology, Emerging Technologies
Skills you'll gain: PyTorch (Machine Learning Library), Supervised Learning, Feature Engineering, Generative AI, Keras (Neural Network Library), Jupyter, Unsupervised Learning, Natural Language Processing, Reinforcement Learning, Deep Learning, Scikit Learn (Machine Learning Library), Machine Learning Algorithms, Data Manipulation, Tensorflow, Python Programming, Verification And Validation, Applied Machine Learning, ChatGPT, Artificial Neural Networks, Statistical Machine Learning
Duke University
Skills you'll gain: Object Oriented Programming (OOP), Java, Hypertext Markup Language (HTML), Software Design, Data Structures, Debugging, Web Design and Development, Software Engineering, Cryptography, Cascading Style Sheets (CSS), Web Development, Programming Principles, Javascript, Encryption, Algorithms, Program Development, Web Applications, Front-End Web Development, Statistical Analysis, Computer Programming
Clemson University
Skills you'll gain: Data Structures, Algorithms, Programming Principles, Pseudocode, Graph Theory, Theoretical Computer Science, Computer Science, Computer Programming, Applied Mathematics, Design Strategies, Probability Distribution
Skills you'll gain: Data Structures, Algorithms, Software Visualization, Pseudocode, Programming Principles, Computational Thinking, Computer Science, Technical Communication, Computational Logic, Problem Management
Skills you'll gain: Computational Thinking, Algorithms, Graph Theory, Data Structures, C++ (Programming Language), C and C++, Programming Principles, Computer Programming, Object Oriented Programming (OOP), Technical Design, Theoretical Computer Science
In summary, here are 10 of our most popular theoretical computer science courses
- IBM Data Engineering: IBM
- Mathematics for Machine Learning: Imperial College London
- Convolutional Neural Networks: DeepLearning.AI
- Science of Exercise: University of Colorado Boulder
- Connect and Protect: Networks and Network Security: Google
- Data Science: Statistics and Machine Learning: Johns Hopkins University
- COVID-19 Contact Tracing: Johns Hopkins University
- IBM AI Engineering: IBM
- Java Programming and Software Engineering Fundamentals: Duke University
- Design and Analysis of Algorithms: Clemson University