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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
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    D

    Duke University

    ART of the MOOC: Activism and Social Movements

    Skills you'll gain: Art History, Community Organizing, Social Justice, Social Impact, Interactive Learning, Advocacy, Student Engagement, Liberal Arts, Social Sciences, Performing Arts, Creativity, Aesthetics, Cultural Diversity, World History, Research

    4.6
    Rating, 4.6 out of 5 stars
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    154 reviews

    Mixed · Course · 1 - 3 Months

  • Status: Preview
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    É

    École Polytechnique Fédérale de Lausanne

    Mécanique de Newton

    Skills you'll gain: Differential Equations, Engineering Analysis, Mechanics, Applied Mathematics, Calculus, Mechanical Engineering, Linear Algebra, Mathematical Modeling, Physics, Geometry, Vibrations, Derivatives

    4.6
    Rating, 4.6 out of 5 stars
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    114 reviews

    Mixed · Course · 1 - 3 Months

  • Status: Free Trial
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    C

    Coursera

    GenAI for UX Designers

    Skills you'll gain: User Experience, User Experience Design, Wireframing, User Research, Persona (User Experience), Responsible AI, User Interface and User Experience (UI/UX) Design, Usability, Adobe XD, Usability Testing, Generative AI, Figma (Design Software), AI literacy, Prototyping, User Interface (UI) Design, Persona Development

    4.2
    Rating, 4.2 out of 5 stars
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    121 reviews

    Beginner · Course · 1 - 4 Weeks

  • Status: Free Trial
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    A

    Arizona State University

    ELL Success in the Content Classroom: Teacher Toolbox Series

    Skills you'll gain: Lesson Planning, Parent Communication, Teaching, Differentiated Instruction, Student Engagement, Instructional Strategies, Language Competency, Curriculum Planning, Education and Training, English Language, Community Outreach, Peer Review, Educational Materials, Instructional Design, Working With Children, Training Programs, Pedagogy, Instructional and Curriculum Design, Cultural Responsiveness, Interactive Learning

    4.6
    Rating, 4.6 out of 5 stars
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    255 reviews

    Intermediate · Specialization · 3 - 6 Months

  • Status: Free Trial
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    C

    CertNexus

    Communicate Effectively about Ethical Challenges in Data-Driven Technologies

    Skills you'll gain: Crisis Management, Business Ethics, Corporate Communications, Communication Planning, Data Ethics, Media Relations, Communication Strategies, Public Relations, Strategic Communication, Media and Communications, Stakeholder Communications, Business Communication, Ethical Standards And Conduct, Workplace inclusivity, Communication, Internal Communications, Diversity Equity and Inclusion Initiatives, Leadership and Management, Business Strategy, Marketing

    4.4
    Rating, 4.4 out of 5 stars
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    99 reviews

    Beginner · Course · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    F

    Fundação Instituto de Administração

    Ciência de Dados para Finanças

    Skills you'll gain: Big Data, Data Mining, Data-Driven Decision-Making, Data Strategy, FinTech, Data Engineering, Deep Learning, Machine Learning Methods, Predictive Analytics, Analytics, Applied Machine Learning, Data Science, Data Processing, Predictive Modeling, Machine Learning, Digital Transformation, Financial Market, Machine Learning Algorithms, Data Literacy, Business Transformation

    4.3
    Rating, 4.3 out of 5 stars
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    94 reviews

    Beginner · Specialization · 1 - 3 Months

  • Status: Free Trial
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    U

    University of Colorado Boulder

    Integral Calculus and Numerical Analysis for Data Science

    Skills you'll gain: Integral Calculus, Numerical Analysis, Calculus, Data Science, Applied Mathematics, Linear Algebra, Probability & Statistics, Derivatives

    4.6
    Rating, 4.6 out of 5 stars
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    111 reviews

    Intermediate · Course · 1 - 4 Weeks

  • Status: Preview
    Preview
    U

    University of California, Davis

    AI Agents: From Prompts to Multi-Agent Systems

    Skills you'll gain: Prompt Engineering, Generative AI Agents, AI Workflows, Prompt Patterns, Agentic Workflows, Agentic systems, Generative AI, AI literacy, Artificial Intelligence, Responsible AI, Risking, Algorithms

    4.7
    Rating, 4.7 out of 5 stars
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    204 reviews

    Beginner · Course · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    A

    American Psychological Association

    Psychological Research

    Skills you'll gain: Institutional Review Board (IRB), Descriptive Statistics, Quantitative Research, Data Literacy, Scientific Methods, Graphing, Research Design, Statistical Visualization, Statistical Hypothesis Testing, Science and Research, Research Methodologies, Probability & Statistics, Research, Statistical Inference, Statistics, Statistical Analysis, Statistical Methods, Ethical Standards And Conduct, Data Analysis, Research and Design

    4.8
    Rating, 4.8 out of 5 stars
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    295 reviews

    Beginner · Specialization · 3 - 6 Months

  • Status: Preview
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    U

    University of London

    Refugees in the 21st Century

    Skills you'll gain: Immigration Law, Case Studies, International Relations, Diplomacy, World History, Social Justice, Sustainable Development, Socioeconomics, Demography, Policy Analysis, Public Policies, Law, Regulation, and Compliance, Social Sciences, Peer Review, Political Sciences, European History

    4.8
    Rating, 4.8 out of 5 stars
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    576 reviews

    Beginner · Course · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    F

    Fundação Instituto de Administração

    Effective Sales – An Overview

    Skills you'll gain: Sales Management, Sales Strategy, Sales Process, Sales, Business Planning, Customer Analysis, Business Strategy, Cross-Functional Collaboration, Competitive Intelligence, Customer Relationship Building, Corporate Strategy, Goal Setting

    4.5
    Rating, 4.5 out of 5 stars
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    296 reviews

    Intermediate · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    G

    Google Cloud

    Google Cloud Infrastructure for Azure Professionals

    Skills you'll gain: Identity and Access Management, Kubernetes, Google Cloud Platform, Virtual Machines, Cloud Applications, Cloud Development, Microsoft Azure, Load Balancing, Cloud Engineering, Cloud-Native Computing, Cloud Computing Architecture, Azure Active Directory, Virtualization and Virtual Machines, Cloud Storage, Public Cloud, Cloud Platforms, Multi-Cloud, Cloud Infrastructure, Infrastructure As A Service (IaaS), Cloud Management

    4.6
    Rating, 4.6 out of 5 stars
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    248 reviews

    Intermediate · Specialization · 1 - 3 Months

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

  • ART of the MOOC: Activism and Social Movements: Duke University
  • Mécanique de Newton: École Polytechnique Fédérale de Lausanne
  • GenAI for UX Designers: Coursera
  • ELL Success in the Content Classroom: Teacher Toolbox Series: Arizona State University
  • Communicate Effectively about Ethical Challenges in Data-Driven Technologies: CertNexus
  • Ciência de Dados para Finanças: Fundação Instituto de Administração
  • Integral Calculus and Numerical Analysis for Data Science: University of Colorado Boulder
  • AI Agents: From Prompts to Multi-Agent Systems: University of California, Davis
  • Psychological Research: American Psychological Association
  • Refugees in the 21st Century: University of 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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