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    • Applied Machine Learning

    Applied Machine Learning Courses Online

    Explore applied machine learning for practical applications. Learn to implement models using scikit-learn, TensorFlow, and real-world datasets.

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    Explore the Applied Machine Learning Course Catalog

    • Status: Free Trial
      Free Trial
      I

      Imperial College London

      Mathematics for Machine Learning: Linear Algebra

      Skills you'll gain: Linear Algebra, NumPy, Machine Learning Algorithms, Applied Mathematics, Geometry, Algorithms, General Mathematics, Python Programming

      4.7
      Rating, 4.7 out of 5 stars
      ·
      12K reviews

      Beginner · Course · 1 - 3 Months

    • Status: Free Trial
      Free Trial
      I

      IBM

      Deep Learning and Reinforcement Learning

      Skills you'll gain: Generative AI, Deep Learning, Reinforcement Learning, Keras (Neural Network Library), Image Analysis, Artificial Neural Networks, Machine Learning Algorithms, Machine Learning, Unsupervised Learning, Computer Vision, Natural Language Processing, Scikit Learn (Machine Learning Library), Dimensionality Reduction

      4.6
      Rating, 4.6 out of 5 stars
      ·
      260 reviews

      Intermediate · Course · 1 - 3 Months

    • Status: Free Trial
      Free Trial
      D

      Duke University

      Managing Machine Learning Projects

      Skills you'll gain: MLOps (Machine Learning Operations), Data Management, Project Management Life Cycle, Market Opportunities, Machine Learning, Project Management, Artificial Intelligence and Machine Learning (AI/ML), Applied Machine Learning, Technical Design, Data Quality, Data Cleansing, Systems Design, System Monitoring, Organizational Skills, Solution Design, Software Versioning

      4.8
      Rating, 4.8 out of 5 stars
      ·
      258 reviews

      Beginner · Course · 1 - 3 Months

    • Status: Preview
      Preview
      K

      Karlsruhe Institute of Technology

      Machine Translation

      Skills you'll gain: Natural Language Processing, Language Interpretation, Translation, and Studies, Artificial Neural Networks, Statistical Modeling, Machine Learning, Deep Learning, Performance Tuning, Vocabulary

      4.5
      Rating, 4.5 out of 5 stars
      ·
      179 reviews

      Intermediate · Course · 1 - 3 Months

    • Status: Free Trial
      Free Trial
      I

      IBM

      Introduction to Data Science

      Skills you'll gain: SQL, Data Literacy, Relational Databases, Data Mining, Jupyter, Stored Procedure, Data Analysis Software, Database Design, Data Science, Data Visualization Software, Data Analysis, Statistical Programming, Data Modeling, Databases, R Programming, Database Management, Data Cleansing, Computer Programming Tools, Stakeholder Engagement, Python Programming

      Build toward a degree

      4.6
      Rating, 4.6 out of 5 stars
      ·
      100K reviews

      Beginner · Specialization · 3 - 6 Months

    • C

      Coursera Project Network

      Fake News Detection with Machine Learning

      Skills you'll gain: Exploratory Data Analysis, Natural Language Processing, Deep Learning, Data Analysis, Artificial Neural Networks, Text Mining, Data Cleansing, Data Processing, Machine Learning, Python Programming

      4.6
      Rating, 4.6 out of 5 stars
      ·
      260 reviews

      Beginner · Guided Project · Less Than 2 Hours

    • Status: Free Trial
      Free Trial
      D

      DeepLearning.AI

      Structuring Machine Learning Projects

      Skills you'll gain: Data-Driven Decision-Making, Technical Management, Applied Machine Learning, Machine Learning, Debugging, Deep Learning, Supervised Learning, Test Data, Analysis, Algorithms, Performance Tuning, Data Quality

      4.8
      Rating, 4.8 out of 5 stars
      ·
      50K reviews

      Beginner · Course · 1 - 4 Weeks

    • Status: Free Trial
      Free Trial
      I
      U
      I

      Multiple educators

      Data Science Foundations

      Skills you'll gain: Pseudocode, Data Literacy, Algorithms, Dashboard, Data Mining, Jupyter, Correlation Analysis, Pandas (Python Package), Plot (Graphics), Web Scraping, Data Analysis Software, Data Visualization Software, Data Analysis, Statistical Programming, Data Science, Data Collection, Machine Learning Algorithms, Unsupervised Learning, Machine Learning, Project Management

      4.6
      Rating, 4.6 out of 5 stars
      ·
      114K reviews

      Beginner · Specialization · 3 - 6 Months

    • G

      Google Cloud

      Learning TensorFlow: the Hello World of Machine Learning

      Skills you'll gain: Tensorflow, Google Cloud Platform, Applied Machine Learning, Artificial Neural Networks, Machine Learning, Scripting, Cloud Computing, Development Environment

      4.2
      Rating, 4.2 out of 5 stars
      ·
      18 reviews

      Beginner · Project · Less Than 2 Hours

    • Status: Free Trial
      Free Trial
      I

      Imperial College London

      Mathematics for Machine Learning: Multivariate Calculus

      Skills you'll gain: Regression Analysis, Calculus, Integral Calculus, Machine Learning Methods, Statistical Analysis, Advanced Mathematics, Linear Algebra, Mathematical Modeling, Artificial Neural Networks, Predictive Modeling, Derivatives

      4.7
      Rating, 4.7 out of 5 stars
      ·
      5.7K reviews

      Beginner · Course · 1 - 3 Months

    • C

      Coursera Project Network

      Machine Learning Pipelines with Azure ML Studio

      Skills you'll gain: Predictive Modeling, Classification And Regression Tree (CART), Applied Machine Learning, Data Processing, Microsoft Azure, Data Cleansing, Feature Engineering, Data Manipulation, Data Analysis, Supervised Learning, Data Science, Data Pipelines, MLOps (Machine Learning Operations), Machine Learning

      4.5
      Rating, 4.5 out of 5 stars
      ·
      810 reviews

      Beginner · Guided Project · Less Than 2 Hours

    • Status: Preview
      Preview
      Y

      Yonsei University

      Deep Learning for Business

      Skills you'll gain: Deep Learning, Tensorflow, Artificial Neural Networks, Technology Strategies, Digital Transformation, Machine Learning, Artificial Intelligence, Business Strategy, New Business Development, Big Data, Natural Language Processing

      4.4
      Rating, 4.4 out of 5 stars
      ·
      683 reviews

      Beginner · Course · 1 - 3 Months

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    In summary, here are 10 of our most popular applied machine learning courses

    • Mathematics for Machine Learning: Linear Algebra: Imperial College London
    • Deep Learning and Reinforcement Learning: IBM
    • Managing Machine Learning Projects: Duke University
    • Machine Translation: Karlsruhe Institute of Technology
    • Introduction to Data Science: IBM
    • Fake News Detection with Machine Learning: Coursera Project Network
    • Structuring Machine Learning Projects: DeepLearning.AI
    • Data Science Foundations: IBM
    • Learning TensorFlow: the Hello World of Machine Learning: Google Cloud
    • Mathematics for Machine Learning: Multivariate Calculus: Imperial College London

    Skills you can learn in Machine Learning

    Python Programming (33)
    Tensorflow (32)
    Deep Learning (30)
    Artificial Neural Network (24)
    Big Data (18)
    Statistical Classification (17)
    Reinforcement Learning (13)
    Algebra (10)
    Bayesian (10)
    Linear Algebra (10)
    Linear Regression (9)
    Numpy (9)

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