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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 Illinois Urbana-Champaign

    Accounting Data Analytics with Python

    Skills you'll gain: Matplotlib, Plot (Graphics), Pandas (Python Package), Seaborn, SQL, Scientific Visualization, Data Visualization, Data Preprocessing, Jupyter, Data Manipulation, NumPy, Data-Driven Decision-Making, Regression Analysis, Accounting, Applied Machine Learning, Data Processing, Database Management, Query Languages, Data Compilation, Python Programming

    Build toward a degree

    4.4
    Rating, 4.4 out of 5 stars
    ·
    118 reviews

    Intermediate · Course · 1 - 3 Months

  • Status: New
    New
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    U

    University of Michigan

    Innovative Climate Solutions

    Skills you'll gain: Climate Change Adaptation, Social Justice, Sustainable Development, Systems Thinking, Social Impact, Sustainable Systems, Environmental Issue, Climate Change Mitigation, Community Organizing, Environment, Innovation, Socioeconomics, Mitigation, Environmental Science, Environmental Resource Management, Social Sciences, Economics, Policy, and Social Studies, Sustainability Standards

    Beginner · Course · 1 - 3 Months

  • Status: New
    New
    P

    Packt

    Generative AI for Developers - How To Use AI In Your Workday

    Skills you'll gain: Vibe coding, Data Migration, AI Product Strategy, Database Management, Database Design, Technical Writing, Generative AI, Technical Communication, AI literacy, AI Enablement, AI Integrations, Data Validation, Prompt Engineering, Software Documentation, Technical Documentation, Email Automation, AI Workflows, Code Review, Prioritization, Automated External Defibrillator

    Intermediate · Course · 3 - 6 Months

  • Status: Free Trial
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    I

    Imperial College London

    Digital Health

    Skills you'll gain: Health Technology, Data Presentation, Data Visualization Software, Telehealth, Agile Methodology, Interactive Data Visualization, Health Disparities, Health Informatics, Health Care Procedure and Regulation, Health Systems, Electronic Medical Record System, Electronic Medical Record, Health Equity, Interoperability, Public Health, Digital Analysis, Tableau Software, Data Ethics, Digital Transformation, User Centered Design

    4.6
    Rating, 4.6 out of 5 stars
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    368 reviews

    Intermediate · Specialization · 1 - 3 Months

  • Status: Free
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    C

    Coursera

    Preparation for Job Interviews

    Skills you'll gain: Interviewing Skills, Oral Expression, Follow Through, Communication, Business Writing

    4.3
    Rating, 4.3 out of 5 stars
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    973 reviews

    Beginner · Guided Project · Less Than 2 Hours

  • Status: New
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    Status: Free Trial
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    J

    John Wiley & Sons

    AutoCAD 3D Design: Modeling and Visualization

    Skills you'll gain: AutoCAD, Autodesk, 3D Modeling, Computer-Aided Design, 3D Assets, Drafting and Engineering Design, Engineering Drawings, Visualization (Computer Graphics), Design Software, Technical Drawing, Computer Graphics, Data Import/Export, Digital Design, Design and Product, System Configuration, Design Elements And Principles

    Intermediate · Course · 1 - 3 Months

  • Status: New
    New
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    John Wiley & Sons

    Shopify Success: Managing Customers and Enhancing Experience

    Skills you'll gain: Retail Store Operations, Customer Analysis, Inventory and Warehousing, Customer Retention, Inventory Control, Order Management, Inventory Management, Order Fulfillment, Customer experience improvement, Customer Insights, AI Personalization, Order Delivery, User Research, Order Processing, Retail Management, Loyalty Programs, E-Commerce, Marketing Strategies, Digital Marketing, Business

    Intermediate · Course · 1 - 3 Months

  • Status: New
    New
    Status: Free Trial
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    S

    Sage Publications

    Leadership for Change: Context, Culture, Global Perspectives

    Skills you'll gain: Leadership Studies, Culture, Social Justice, Business Ethics, Leadership Development, Leadership, Cultural Responsiveness, Education and Training, Socioeconomics, Cultural Sensitivity, Leadership and Management, Ethical Standards And Conduct, International Relations, Cultural Diversity, Economics, Policy, and Social Studies, Intercultural Competence, Educational Materials, Professional Development, Instructional Strategies, Performance Management

    Mixed · Course · 1 - 3 Months

  • Status: New
    New
    Status: Free Trial
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    M

    Microsoft

    Infrastructure and Network Protection

    Skills you'll gain: Infrastructure Security, IT Security Architecture, Cloud Infrastructure, Network Security, Network Infrastructure, AI Security, Infrastructure Architecture, Zero Trust Network Access, AI Integrations, DevSecOps, Enterprise Architecture, Security Architecture Review, Cloud Security, Threat Modeling, Security Controls, Hardening, Endpoint Security, Microsoft Azure, Kubernetes, Risk Management

    Advanced · Course · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    I

    IBM

    Introduction to NoSQL Databases

    Skills you'll gain: NoSQL, MongoDB, Database Development, Database Systems, Databases, Database Management Systems, Database Management, Database Software, Database Administration, Information Management, Apache Cassandra, Data Store, Operational Databases, Database Theory, Database Architecture and Administration, Distributed Computing, Query Languages, Data Modeling, IBM Cloud, Cloud Applications

    4.6
    Rating, 4.6 out of 5 stars
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    381 reviews

    Beginner · Course · 1 - 3 Months

  • Status: Preview
    Preview
    T

    The University of Edinburgh

    Philosophy and the Sciences: Introduction to the Philosophy of Cognitive Sciences

    Skills you'll gain: Artificial Intelligence, Psychology, Human Development, Scientific Methods, Research

    4.6
    Rating, 4.6 out of 5 stars
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    1.5K reviews

    Mixed · Course · 1 - 3 Months

  • Status: Preview
    Preview
    T

    Tecnológico de Monterrey

    Inteligencia Artificial centrada en el ser humano

    Skills you'll gain: Artificial Intelligence, Artificial Intelligence and Machine Learning (AI/ML), AI literacy, Responsible AI, Automation, Human Machine Interfaces, Agentic systems, Liberal Arts, Machine Learning, Human Computer Interaction, Social Impact, Ethical Standards And Conduct

    4.6
    Rating, 4.6 out of 5 stars
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    122 reviews

    Beginner · Course · 1 - 4 Weeks

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

  • Accounting Data Analytics with Python: University of Illinois Urbana-Champaign
  • Innovative Climate Solutions: University of Michigan
  • Generative AI for Developers - How To Use AI In Your Workday: Packt
  • Digital Health: Imperial College London
  • Preparation for Job Interviews: Coursera
  • AutoCAD 3D Design: Modeling and Visualization: John Wiley & Sons
  • Shopify Success: Managing Customers and Enhancing Experience: John Wiley & Sons
  • Leadership for Change: Context, Culture, Global Perspectives: Sage Publications
  • Infrastructure and Network Protection: Microsoft
  • Introduction to NoSQL Databases: IBM

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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