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    • Information Theory

    Information Theory Courses Online

    Understand information theory for data communication and processing. Learn about entropy, coding, and data compression.

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    Explore the Information Theory Course Catalog

    • Status: Preview
      Preview
      C

      California Institute of the Arts

      Approaching Music Theory: Melodic Forms and Simple Harmony

      Skills you'll gain: Music Theory, Music, Musical Composition, Classical Music, Creativity

      4.7
      Rating, 4.7 out of 5 stars
      ·
      165 reviews

      Intermediate · Course · 1 - 3 Months

    • Status: Free Trial
      Free Trial
      I

      IBM

      IBM Data Analytics with Excel and R

      Skills you'll gain: Data Storytelling, Data Visualization, Dashboard, Extract, Transform, Load, Database Design, Shiny (R Package), Pivot Tables And Charts, SQL, Rmarkdown, Data Analysis, Ggplot2, Data Wrangling, Data Visualization Software, Relational Databases, Leaflet (Software), IBM Cognos Analytics, Data Cleansing, Excel Formulas, Web Scraping, Data Manipulation

      Build toward a degree

      4.7
      Rating, 4.7 out of 5 stars
      ·
      29K reviews

      Beginner · Professional Certificate · 3 - 6 Months

    • Status: Free Trial
      Free Trial
      I

      IBM

      Data Analysis and Visualization Foundations

      Skills you'll gain: Data Storytelling, Data Visualization, Dashboard, Extract, Transform, Load, Pivot Tables And Charts, Data Analysis, IBM Cognos Analytics, Data Cleansing, Excel Formulas, Statistical Analysis, Data Visualization Software, Looker (Software), Data Quality, Business Analytics, Big Data, Microsoft Excel, Data Wrangling, Data Processing, Data Mining, Exploratory Data Analysis

      Build toward a degree

      4.7
      Rating, 4.7 out of 5 stars
      ·
      28K reviews

      Beginner · Specialization · 3 - 6 Months

    • Status: Free Trial
      Free Trial
      I

      IBM

      Applied Data Science

      Skills you'll gain: Data Wrangling, Matplotlib, Predictive Modeling, Data Visualization Software, Plotly, Dashboard, Exploratory Data Analysis, Seaborn, Data Visualization, Data Manipulation, Data Import/Export, Statistical Visualization, Statistical Modeling, Web Scraping, Jupyter, Data Analysis, Statistical Reporting, Python Programming, Data Science, Machine Learning

      Build toward a degree

      4.6
      Rating, 4.6 out of 5 stars
      ·
      60K reviews

      Beginner · Specialization · 3 - 6 Months

    • Status: Free Trial
      Free Trial
      I

      IBM

      Generative AI for Data Engineers

      Skills you'll gain: Prompt Engineering, Generative AI, Extract, Transform, Load, Data Pipelines, ChatGPT, Data Ethics, Data Mining, Data Migration, Data Warehousing, Data Infrastructure, Data Architecture, Artificial Intelligence, Database Design, Large Language Modeling, Data Synthesis, Data Analysis, Technical Writing, Data Cleansing, Image Analysis, Content Creation

      4.7
      Rating, 4.7 out of 5 stars
      ·
      8K reviews

      Intermediate · Specialization · 1 - 3 Months

    • Status: Free Trial
      Free Trial
      I

      IBM

      Python for Data Science, AI & Development

      Skills you'll gain: Jupyter, Web Scraping, Python Programming, Data Collection, Object Oriented Programming (OOP), Pandas (Python Package), Programming Principles, Data Structures, NumPy, Data Processing, Data Manipulation, Application Programming Interface (API), Data Import/Export, Computer Programming, Data Analysis

      4.6
      Rating, 4.6 out of 5 stars
      ·
      42K reviews

      Beginner · Course · 1 - 3 Months

    • Status: Free Trial
      Free Trial
      I

      IBM

      What is Data Science?

      Skills you'll gain: Data Literacy, Data Mining, Data Analysis, Data Science, Data-Driven Decision-Making, Big Data, Data Management, Analytics, Data Storage, Machine Learning, Deep Learning, Artificial Intelligence

      4.7
      Rating, 4.7 out of 5 stars
      ·
      76K reviews

      Beginner · Course · 1 - 4 Weeks

    • Status: New
      New
      Status: Preview
      Preview
      N

      Northeastern University

      Statistical Learning for Engineering Part 1

      Skills you'll gain: Supervised Learning, Statistical Machine Learning, Applied Machine Learning, Machine Learning Algorithms, Statistical Modeling, Data Science, Machine Learning, Predictive Modeling, Scikit Learn (Machine Learning Library), Feature Engineering, Regression Analysis, Statistical Methods, Classification And Regression Tree (CART), Probability & Statistics, Data Processing, Linear Algebra

      Intermediate · Course · 1 - 3 Months

    • Status: New
      New
      Status: Preview
      Preview
      N

      Northeastern University

      Statistical Learning for Engineering Part 2

      Skills you'll gain: Dimensionality Reduction, Reinforcement Learning, Statistical Machine Learning, Machine Learning, Artificial Neural Networks, PyTorch (Machine Learning Library), Unsupervised Learning, Artificial Intelligence and Machine Learning (AI/ML), Supervised Learning, Deep Learning, Statistical Methods, Classification And Regression Tree (CART), Feature Engineering, Data Science, Linear Algebra

      Intermediate · Course · 1 - 3 Months

    • Status: Free Trial
      Free Trial
      J

      Johns Hopkins University

      Data Science: Foundations using R

      Skills you'll gain: Rmarkdown, Exploratory Data Analysis, Plot (Graphics), Knitr, R Programming, Data Manipulation, Statistical Visualization, Data Science, Data Visualization Software, Data Cleansing, Ggplot2, MySQL, Dimensionality Reduction, Software Installation, Version Control, Data Analysis, Data Sharing, Statistical Programming, GitHub, Machine Learning

      4.6
      Rating, 4.6 out of 5 stars
      ·
      48K reviews

      Beginner · Specialization · 3 - 6 Months

    • Status: Free Trial
      Free Trial
      J

      Johns Hopkins University

      Introduction to Genomic Technologies

      Skills you'll gain: Bioinformatics, Molecular Biology, Programming Principles, Data Structures, Correlation Analysis, Statistical Analysis, Science and Research, Algorithms, Computer Science, Life Sciences, Data Analysis, Data Science, Data Processing, Statistics, Big Data, Probability & Statistics, Statistical Inference, Biology

      4.6
      Rating, 4.6 out of 5 stars
      ·
      4.8K reviews

      Mixed · Course · 1 - 4 Weeks

    • Status: Free Trial
      Free Trial
      I

      IBM

      IBM Generative AI for Cybersecurity Professionals

      Skills you'll gain: Prompt Engineering, Generative AI, Incident Response, Data Ethics, Endpoint Detection and Response, ChatGPT, Security Information and Event Management (SIEM), Cyber Threat Hunting, Cyber Security Assessment, Cybersecurity, Computer Security Incident Management, Threat Management, Threat Detection, Artificial Intelligence, Large Language Modeling, Malware Protection, Incident Management, Technical Writing, Vulnerability Management, Image Analysis

      4.7
      Rating, 4.7 out of 5 stars
      ·
      8.1K reviews

      Intermediate · Specialization · 1 - 3 Months

    Information Theory learners also search

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    1…91011…616

    In summary, here are 10 of our most popular information theory courses

    • Approaching Music Theory: Melodic Forms and Simple Harmony: California Institute of the Arts
    • IBM Data Analytics with Excel and R: IBM
    • Data Analysis and Visualization Foundations: IBM
    • Applied Data Science: IBM
    • Generative AI for Data Engineers: IBM
    • Python for Data Science, AI & Development: IBM
    • What is Data Science? : IBM
    • Statistical Learning for Engineering Part 1: Northeastern University
    • Statistical Learning for Engineering Part 2: Northeastern University
    • Data Science: Foundations using R: Johns Hopkins University

    Skills you can learn in Algorithms

    Graphs (22)
    Mathematical Optimization (21)
    Computer Program (20)
    Data Structure (19)
    Problem Solving (19)
    Algebra (12)
    Computer Vision (10)
    Discrete Mathematics (10)
    Graph Theory (10)
    Image Processing (10)
    Linear Algebra (10)
    Reinforcement Learning (10)

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