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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 Michigan

    Healthcare Quality Improvement and Decision-Making

    Skills you'll gain: Patient Safety, Healthcare Project Management, Leadership, Continuous Quality Improvement (CQI), Safety Standards, Safety Assurance, Accident Prevention, Decision Making, Health Technology, Teamwork, Reliability, Risk Management, Innovation, Problem Solving

    4.5
    Rating, 4.5 out of 5 stars
    ·
    6 reviews

    Beginner · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    M

    Microsoft

    Advanced C++ Programming and Modern Practices

    Skills you'll gain: C++ (Programming Language), Software Documentation, Performance Tuning, Application Design, Technical Documentation, Application Development, Memory Management, Data Structures, Generative AI, Algorithms, Scalability

    4.9
    Rating, 4.9 out of 5 stars
    ·
    7 reviews

    Beginner · Course · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    W

    Whizlabs

    Monitoring and Backup in Azure

    Skills you'll gain: Microsoft Azure, Virtual Networking, Cloud Services, System Monitoring, Infrastructure As A Service (IaaS), Network Monitoring, Cloud Engineering, Application Performance Management, Cloud Management, Network Troubleshooting, Cloud Infrastructure, Cloud Storage, Virtual Machines, Event Monitoring, Disaster Recovery, Continuous Monitoring, Data Storage, Query Languages

    4
    Rating, 4 out of 5 stars
    ·
    29 reviews

    Intermediate · Course · 1 - 4 Weeks

  • C

    Coursera

    Perplexity.AI for Beginners: AI-Powered Search

    Skills you'll gain: Prompt Engineering, Prompt Engineering Tools, AI literacy, Multimodal Prompts, Artificial Intelligence

    3.6
    Rating, 3.6 out of 5 stars
    ·
    21 reviews

    Beginner · Guided Project · Less Than 2 Hours

  • Status: Free Trial
    Free Trial
    U

    Universidad Austral

    Educación en Contextos Rurales: Perspectivas en América Latina

    Skills you'll gain: Public Policies, Education and Training, Pedagogy, Policy Analysis, Research, and Development, Differentiated Instruction, Community Development, Teaching, Community Outreach, Instructional Strategies, K-12 pedagogy, Cultural Sensitivity, Cultural Diversity, Diversity Awareness, Socioeconomics, Social Justice

    4.8
    Rating, 4.8 out of 5 stars
    ·
    241 reviews

    Beginner · Course · 1 - 4 Weeks

  • Status: New
    New
    Status: Free Trial
    Free Trial
    M

    Madecraft

    Artificial Intelligence for Marketing

    Skills you'll gain: AI Personalization, MarTech, Applied Machine Learning, Machine Learning Methods, AI Enablement, Data-Driven Marketing, Marketing, Generative AI, Machine Learning, Natural Language Processing, Data Strategy, Data Quality, Data Literacy, Personalized Campaigns, Text Mining, Culture Transformation, Artificial Intelligence, Prompt Engineering, AI Workflows, Computer Vision

    Beginner · Course · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    U

    University of Colorado Boulder

    Methods for Solving Problems

    Skills you'll gain: Problem Solving, Computational Thinking, Statistical Modeling, Probability Distribution, Behavioral Economics, Logical Reasoning, Algorithms, Analytical Skills, Theoretical Computer Science, Decision Intelligence

    4.4
    Rating, 4.4 out of 5 stars
    ·
    189 reviews

    Beginner · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    U

    University of Colorado Boulder

    Modern Regression Analysis in R

    Skills you'll gain: Statistical Inference, Statistical Modeling, Regression Analysis, Data Ethics, Statistical Methods, Statistical Hypothesis Testing, Data Science, R Programming, Statistical Programming, Statistical Analysis, Predictive Modeling, Predictive Analytics, Probability & Statistics, Correlation Analysis, Model Evaluation, Plot (Graphics)

    Build toward a degree

    4.3
    Rating, 4.3 out of 5 stars
    ·
    40 reviews

    Intermediate · Course · 1 - 3 Months

  • Status: Preview
    Preview
    J

    James Spurin

    Dive Into Kubernetes - Containers, Docker & Kubernetes

    Skills you'll gain: Docker (Software), Kubernetes, Containerization, Cloud-Native Computing, YAML, Devops Tools, Development Environment, Application Deployment, Software Installation, Infrastructure Architecture, General Networking, Network Infrastructure, Linux, Command-Line Interface

    4.9
    Rating, 4.9 out of 5 stars
    ·
    17 reviews

    Beginner · Course · 3 - 6 Months

  • Status: New
    New
    Status: Free Trial
    Free Trial
    E

    EDUCBA

    Succession Planning and Leadership Strategy

    Skills you'll gain: Succession Planning, Strategic Leadership, Organizational Strategy, Workforce Planning, Program Implementation, Talent Management, Plan Execution, Business Planning, Organizational Change, Business Continuity, Talent Pipelining, Leadership Development, People Development, Continuous Improvement Process, People Analytics, Program Evaluation, Leadership, Change Management, Performance Metric, Employee Performance Management

    Mixed · Course · 1 - 4 Weeks

  • Status: New
    New
    Status: Free Trial
    Free Trial
    U

    University of Colorado Boulder

    Intelligent Agents and Search Algorithms

    Skills you'll gain: Agentic systems, Algorithms, Artificial Intelligence and Machine Learning (AI/ML), Artificial Intelligence, Computational Thinking, Graph Theory, Model Optimization, Solution Design, Technical Design, Performance Testing

    Beginner · Course · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    I

    IBM

    Cloud Native, Microservices, Containers, DevOps and Agile

    Skills you'll gain: Cloud-Native Computing, Docker (Software), Containerization, Microservices, Agile Methodology, DevOps, Agile Software Development, Kubernetes, CI/CD, Cloud Development, Agile Project Management, Hybrid Cloud Computing, Scrum (Software Development), Restful API, Continuous Delivery, Cloud Applications, Continuous Integration, Cloud Infrastructure, Postman API Platform, Continuous Deployment

    4.7
    Rating, 4.7 out of 5 stars
    ·
    23 reviews

    Beginner · Course · 1 - 3 Months

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

  • Healthcare Quality Improvement and Decision-Making: University of Michigan
  • Advanced C++ Programming and Modern Practices: Microsoft
  • Monitoring and Backup in Azure: Whizlabs
  • Perplexity.AI for Beginners: AI-Powered Search: Coursera
  • Educación en Contextos Rurales: Perspectivas en América Latina: Universidad Austral
  • Artificial Intelligence for Marketing: Madecraft
  • Methods for Solving Problems: University of Colorado Boulder
  • Modern Regression Analysis in R: University of Colorado Boulder
  • Dive Into Kubernetes - Containers, Docker & Kubernetes: James Spurin
  • Succession Planning and Leadership Strategy: EDUCBA

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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