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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


  • C

    Coursera

    GenAI for Everyone

    Skills you'll gain: Generative AI, Responsible AI, Data Ethics, AI Enablement, AI powered creativity, Artificial Intelligence, Creative Problem-Solving, Critical Thinking

    4.7 stars, 276 reviews, Beginner, Course, 1 - 4 Weeks

    ★ 4.7 (276) · Beginner · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • C

    Coursera

    Optimize AI: Build Robust Ensemble Models

    Skills you'll gain: Model Deployment, Model Evaluation, Model Optimization, Data-Driven Decision-Making, Applied Machine Learning, A/B Testing, Statistical Machine Learning, Machine Learning Methods, Predictive Modeling, Machine Learning, Predictive Analytics, Statistical Hypothesis Testing, Statistical Methods, Machine Learning Algorithms, Performance Analysis, Statistical Analysis, Regulatory Requirements

    Intermediate · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • U

    University of Colorado System

    AI Integration in Healthcare

    Skills you'll gain: Machine Learning Algorithms, Model Training, Human Factors (Security), Machine Learning, Model Evaluation, Responsible AI, Supervised Learning, Predictive Modeling, AI Integrations, Diagnostic Tests, Reinforcement Learning, Data Cleansing

    Beginner · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • L

    LearnQuest

    Spring Data Repositories

    Skills you'll gain: Spring Framework, Object-Relational Mapping, Transaction Processing, Data Persistence, Spring Boot, Database Management, Database Systems, Data Access, Restful API, Web Services, Data Management

    3.9 stars, 47 reviews, Intermediate, Course, 1 - 4 Weeks

    ★ 3.9 (47) · Intermediate · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • U

    University of Michigan

    Sampling People, Networks and Records

    Skills you'll gain: Sampling (Statistics), Sample Size Determination, Data Collection, Surveys, Quantitative Research, Statistical Methods, Statistical Analysis, Statistical Software, Probability & Statistics, Probability, Statistical Inference, Network Analysis, Research Design

    4.3 stars, 112 reviews, Beginner, Course, 1 - 3 Months

    ★ 4.3 (112) · Beginner · Course · 1 - 3 Months

    Status: Free trial
    Free trial
  • U

    University of California, Irvine

    Performance Assessment in the Virtual Classroom

    Skills you'll gain: Education Software and Technology, Data Management, Learning Management Systems, Virtual Environment, Digital pedagogy, Test Tools, Authentications, Technology Strategies, Test Planning

    4.7 stars, 513 reviews, Mixed, Course, 1 - 3 Months

    ★ 4.7 (513) · Mixed · Course · 1 - 3 Months

    Status: Free trial
    Free trial
  • U

    University of Illinois Urbana-Champaign

    3D Printing Hardware

    Skills you'll gain: Hardware Troubleshooting, 3D Modeling, Design Software, Electronic Hardware, Manufacturing Processes, Digital Design, Mechanical Design, Control Systems, Materials science, Electronic Components, Mechanical Engineering, Machine Controls, Maintenance, Repair, and Facility Services, Open Source Technology

    4.2 stars, 112 reviews, Beginner, Course, 1 - 3 Months

    ★ 4.2 (112) · Beginner · Course · 1 - 3 Months

    Status: Free trial
    Free trial
  • I

    Infosec

    Cybersecurity Leadership and Management

    Skills you'll gain: Cyber Governance, Security Strategy, Security Management, Incident Management, Cyber Security Strategy, Business Continuity Planning, IT Security Architecture, Computer Security Incident Management, Business Continuity, Disaster Recovery, Cyber Security Policies, Incident Response, Data Governance, IT Management, Cybersecurity, Contingency Planning, Governance, Cyber Risk, Leadership Studies, Leadership

    4.5 stars, 151 reviews, Beginner, Specialization, 3 - 6 Months

    ★ 4.5 (151) · Beginner · Specialization · 3 - 6 Months

    Status: Free trial
    Free trial
  • U

    University of California, Davis

    Computer Simulations

    Skills you'll gain: Simulations, Social Sciences, Systems Thinking, Agentic systems, Computational Thinking, Social Impact, Sociology, Socioeconomics, Economics, Programming Principles, Scientific Methods

    4.5 stars, 87 reviews, Beginner, Course, 1 - 4 Weeks

    ★ 4.5 (87) · Beginner · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • P

    Packt

    Hands-On Industrial Internet of Things

    Skills you'll gain: AWS SageMaker, Internet Of Things, Model Deployment, Cloud Deployment, Cloud-Based Integration, Amazon Web Services, Microsoft Azure, Real Time Data, Applied Machine Learning, Apache Airflow, Control Systems, Cybersecurity, Grafana, Firewall, Cloud Computing, Cloud Infrastructure, Automation, Artificial Intelligence, Python Programming, Machine Learning

    Beginner · Specialization · 3 - 6 Months

    Category: New
    New
    Status: Free trial
    Free trial
  • C

    Coursera

    AI for Business: Generation & Prediction

    Skills you'll gain: Responsible AI, AI Enablement, Generative AI, Data Ethics, Artificial Intelligence, Financial Forecasting, Business Ethics, Digital Transformation, Content Creation

    4.5 stars, 132 reviews, Beginner, Course, 1 - 4 Weeks

    ★ 4.5 (132) · Beginner · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • E

    EDUCBA

    Private Equity Structuring, Modeling and Valuation

    Skills you'll gain: Private Equity, Financial Modeling, Business Valuation, Cash Flow Forecasting, Investment Management, Financial Forecasting, Financial Analysis, Financial Statement Analysis, Performance Analysis, Investments, Working Capital, Return On Investment, Negotiation, Depreciation, Forecasting, Analysis, Operations, Market Dynamics, Decision Making, Environment

    Mixed · Course · 1 - 3 Months

    Category: New
    New
    Status: Free trial
    Free trial
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In summary, here are 10 of our most popular applied machine learning courses

  • GenAI for Everyone: Coursera
  • Optimize AI: Build Robust Ensemble Models: Coursera
  • AI Integration in Healthcare: University of Colorado System
  • Spring Data Repositories: LearnQuest
  • Sampling People, Networks and Records: University of Michigan
  • Performance Assessment in the Virtual Classroom: University of California, Irvine
  • 3D Printing Hardware: University of Illinois Urbana-Champaign
  • Cybersecurity Leadership and Management: Infosec
  • Computer Simulations: University of California, Davis
  • Hands-On Industrial Internet of Things: Packt

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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