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  • Applied Machine Learning

Applied Machine Learning Courses

Applied Machine Learning courses can help you learn data preprocessing, model selection, feature engineering, and evaluation metrics. You can build skills in implementing algorithms, optimizing performance, and interpreting results in practical contexts. Many courses introduce tools like Python, TensorFlow, and scikit-learn, that support developing machine learning models and applying AI techniques to solve real-world problems.


Popular Applied Machine Learning Courses and Certifications


  • Status: Free Trial
    Free Trial
    U

    University of California, Davis

    Computer Simulations

    Skills you'll gain: Simulations, Social Sciences, Systems Thinking, Agentic systems, Social Network Analysis, Model Evaluation, Sociology, Economics, Scientific Methods, Computer Programming

    4.5
    Rating, 4.5 out of 5 stars
    ·
    84 reviews

    Beginner · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    U

    University of California San Diego

    Internet of Things: Communication Technologies

    Skills you'll gain: Session Initiation Protocols, Android Development, Android Studio, Internet Of Things, Communication Systems, Network Protocols, Telecommunications, Wireless Networks, Mobile Development, Application Development, Embedded Systems, Open Source Technology

    4.6
    Rating, 4.6 out of 5 stars
    ·
    507 reviews

    Mixed · Course · 1 - 3 Months

  • Status: Free
    Free
    A

    Amazon Web Services

    Introduction to Generative AI - Art of the Possible

    Skills you'll gain: Generative AI, AI Product Strategy, AI Enablement, Strategic Thinking, Machine Learning Methods

    4.5
    Rating, 4.5 out of 5 stars
    ·
    135 reviews

    Beginner · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    U

    University of California San Diego

    Teaching Impacts of Technology: Data Collection, Use, and Privacy

    Skills you'll gain: Big Data, Cybersecurity, Pedagogy, Data Security, Cryptography, Information Privacy, Encryption, Responsible AI, AI Personalization, Computer Science, Information Technology, Web Applications, Web Servers, Machine Learning, Supervised Learning

    4.6
    Rating, 4.6 out of 5 stars
    ·
    10 reviews

    Beginner · Course · 1 - 3 Months

  • C

    Coursera

    Introduction to Javascript: The Basics

    Skills you'll gain: Javascript, Back-End Web Development, Front-End Web Development, Scripting, Event-Driven Programming, Web Applications, Mobile Development, HTML and CSS, Web Development, Scripting Languages

    4.3
    Rating, 4.3 out of 5 stars
    ·
    287 reviews

    Beginner · Guided Project · Less Than 2 Hours

  • Status: Free Trial
    Free Trial
    K

    Kotter

    The Science – and Neuroscience – of Change

    Skills you'll gain: Organizational Change, Change Management, Business Transformation, Organizational Development, Organizational Leadership, Business Leadership, Organizational Structure, Leadership Development, Case Studies, Industrial and Organizational Psychology, Human Relations Movement, Adaptability, Lifelong Learning, Neurology

    4.6
    Rating, 4.6 out of 5 stars
    ·
    36 reviews

    Beginner · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    M

    Microsoft

    Generative AI for Data Scientists

    Skills you'll gain: Generative AI, Microsoft Copilot, Generative Adversarial Networks (GANs), Natural Language Processing, Data Quality, Anomaly Detection, Data Storytelling, Technical Communication, Responsible AI, Data Visualization, Data Ethics, Data-Driven Decision-Making, Interactive Data Visualization, Data Pipelines, Data Cleansing, Data Visualization Software, Data Preprocessing, Data Science, Autoencoders, Critical Thinking

    4.7
    Rating, 4.7 out of 5 stars
    ·
    65 reviews

    Beginner · Specialization · 1 - 3 Months

  • Status: Preview
    Preview
    E

    Exploratorium

    Exploring Light: Hands-on Activities and Strategies for Teachers

    Skills you'll gain: Collaboration, Educational Materials, Instructional Design, Visualization (Computer Graphics), Laboratory Experience, Constructive Feedback, Learning Strategies, Experimentation, Physics, Scientific Methods, Investigation

    4.8
    Rating, 4.8 out of 5 stars
    ·
    56 reviews

    Intermediate · Course · 1 - 3 Months

  • Status: New
    New
    Status: Preview
    Preview
    S

    Siemens

    Basics of Robotics

    Skills you'll gain: Safety Standards, Robotics, Electrical Safety, Mechanical Design, Automation, Control Systems, Manufacturing and Production, Performance Testing, Human Machine Interfaces, Computer Programming, Programming Principles

    4.7
    Rating, 4.7 out of 5 stars
    ·
    17 reviews

    Beginner · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    W

    Wesleyan University

    Regression Modeling in Practice

    Skills you'll gain: Regression Analysis, Logistic Regression, Statistical Methods, Statistical Analysis, Statistical Modeling, Data Analysis, Correlation Analysis, Analysis, SAS (Software), Scatter Plots, Predictive Modeling, Model Evaluation, Data Manipulation, Python Programming

    4.4
    Rating, 4.4 out of 5 stars
    ·
    274 reviews

    Mixed · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    U

    Universidad Austral

    Educación Básica en Contextos Rurales

    Skills you'll gain: Teaching, Differentiated Instruction, Program Evaluation, Community Outreach, Education and Training, Community Development, Cultural Diversity, Classroom Management, Curriculum Development, Lesson Planning, K-12 pedagogy, Instructional Strategies, Curriculum Planning, Public Policies, Student-Centred Learning, Pedagogy, Mentorship, Planning, Social Justice, Policty Analysis, Research, and Development

    4.8
    Rating, 4.8 out of 5 stars
    ·
    551 reviews

    Beginner · Specialization · 3 - 6 Months

  • Status: Free Trial
    Free Trial
    U

    University of Michigan

    Transforming Education in an Interconnected World

    Skills you'll gain: Continuous Improvement Process, Student-Centred Learning, Innovation, Education and Training, Process Improvement, Instructional Strategies, Higher Education, Program Evaluation, International Relations, Systems Thinking, Adult Learning Principles, Visionary, Community Organizing, Policy Analysis, Leadership, Community Development, Empowerment, Collaboration, Leadership and Management, Critical Thinking

    4.8
    Rating, 4.8 out of 5 stars
    ·
    65 reviews

    Beginner · Specialization · 3 - 6 Months

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

  • Computer Simulations: University of California, Davis
  • Internet of Things: Communication Technologies: University of California San Diego
  • Introduction to Generative AI - Art of the Possible: Amazon Web Services
  • Teaching Impacts of Technology: Data Collection, Use, and Privacy: University of California San Diego
  • Introduction to Javascript: The Basics: Coursera
  • The Science – and Neuroscience – of Change: Kotter
  • Generative AI for Data Scientists: Microsoft
  • Exploring Light: Hands-on Activities and Strategies for Teachers: Exploratorium
  • Basics of Robotics: Siemens
  • Regression Modeling in Practice: Wesleyan University

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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