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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: New
    New
    Status: Free Trial
    Free Trial
    S

    SkillUp

    Fundamentals of Data Science in Healthcare

    Skills you'll gain: Interoperability, Medical Privacy, Clinical Data Management, Data Cleansing, Data Preprocessing, Health Informatics, Feature Engineering, Data Transformation, Health Insurance Portability And Accountability Act (HIPAA) Compliance, Data Quality, ICD Coding (ICD-9/ICD-10), Data Processing, Health Care, Health Information Management, Data Integration, Medical Records, Medical Coding, Data Validation, Electronic Medical Record, Machine Learning

    Intermediate · Course · 1 - 4 Weeks

  • 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
    Rating, 4.7 out of 5 stars
    ·
    508 reviews

    Mixed · Course · 1 - 3 Months

  • Status: Preview
    Preview
    T

    The Hong Kong University of Science and Technology

    Calculus for Engineers

    Skills you'll gain: Calculus, Numerical Analysis, Integral Calculus, Engineering Calculations, Applied Mathematics, Differential Equations, Algebra, Trigonometry, Physics, Mathematical Theory & Analysis, Derivatives

    4.9
    Rating, 4.9 out of 5 stars
    ·
    45 reviews

    Beginner · Course · 1 - 3 Months

  • Status: Free Trial
    Free Trial
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    EDUCBA

    Elastic Stack Mastery with Elasticsearch & AWS

    Skills you'll gain: Cloud-Native Computing, Cloud Deployment, DevOps, CI/CD, Application Deployment, Cloud Development, Devops Tools, Development Environment, Continuous Delivery, Amazon Elastic Compute Cloud, Real Time Data, Kibana, Query Languages, Data Modeling, Distributed Computing, SQL, Data Mapping, NoSQL, Event-Driven Programming, Relational Databases

    4.9
    Rating, 4.9 out of 5 stars
    ·
    19 reviews

    Beginner · Specialization · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    U

    University of California, Irvine

    Cluster Analysis, Association Mining, and Model Evaluation

    Skills you'll gain: Model Evaluation, Unsupervised Learning, Regression Analysis, Data Mining, Predictive Modeling, Predictive Analytics, Anomaly Detection, Statistical Methods, Fraud detection, Machine Learning, Machine Learning Algorithms, Correlation Analysis, Scatter Plots, Market Analysis, Classification Algorithms

    4.5
    Rating, 4.5 out of 5 stars
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    47 reviews

    Intermediate · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    E

    EDUCBA

    Analyze and Design AI-Driven Performance Management Systems

    Skills you'll gain: Human Resources Management and Planning, HR Tech, Human Resource Strategy, Performance Analysis, AI Integrations, Performance Metric, Data Ethics, Change Management, Return On Investment, Goal Setting

    Beginner · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    I

    IBM

    DevOps Capstone Project

    Skills you'll gain: Devops Tools, DevOps, CI/CD, Cloud Deployment, User Story, Microservices, OpenShift, DevSecOps, Application Deployment, Continuous Integration, Agile Software Development, Cloud-Native Computing, Code Review, Kubernetes, Test Driven Development (TDD), Continuous Deployment, Continuous Delivery, Scrum (Software Development), Agile Methodology, Cloud Computing

    4.8
    Rating, 4.8 out of 5 stars
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    182 reviews

    Intermediate · Course · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    J

    Johns Hopkins University

    Practical Methodology and Ethics in AI

    Skills you'll gain: Responsible AI, Model Training, Data Ethics, Deep Learning, Model Deployment, Debugging, Artificial Intelligence, Bayesian Network, Machine Learning Methods, Ethical Standards And Conduct, Model Evaluation, Bayesian Statistics, Artificial Neural Networks

    4.5
    Rating, 4.5 out of 5 stars
    ·
    11 reviews

    Intermediate · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    E

    EDUCBA

    Evaluate and Re-Engineer Business Strategy Effectively

    Skills you'll gain: Process Optimization, Operational Analysis, Business Process Reengineering, Process Improvement, Operational Performance Management, Process Management, Business Systems, Strategic Planning, Business Process Improvement, Business Strategy, Operational Efficiency, Program Evaluation, Performance Measurement, Business Process, Organizational Strategy, Organizational Development, Business Transformation, Strategic Decision-Making

    5
    Rating, 5 out of 5 stars
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    17 reviews

    Beginner · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    M

    Microsoft

    Core generative models and techniques

    Skills you'll gain: Generative AI, Generative Model Architectures, MLOps (Machine Learning Operations), Generative Adversarial Networks (GANs), Model Deployment, Model Evaluation, Microsoft Azure, Model Training, PyTorch (Machine Learning Library), Deep Learning, Time Series Analysis and Forecasting, Tensorflow, Image Analysis, Forecasting, Prototyping

    Intermediate · Course · 1 - 4 Weeks

  • P

    Packt

    Alteryx Advanced

    Skills you'll gain: Data Cleansing, Data Manipulation, Advanced Analytics, Applied Machine Learning, Fraud detection, Data Transformation, Predictive Modeling, Data Processing, Analytics, Machine Learning Software, Machine Learning, Data Analysis, Application Design, Operational Databases, Model Training, Data Preprocessing, Sampling (Statistics), Data Integration, Complex Problem Solving

    Intermediate · Course · 1 - 3 Months

  • Status: Free
    Free
    D

    DeepLearning.AI

    AI Agents in LangGraph

    Skills you'll gain: LangGraph, LangChain, AI Workflows, AI Orchestration, LLM Application, Agentic Workflows, Generative AI Agents, Agentic systems, Data Persistence, Context Management

    4.7
    Rating, 4.7 out of 5 stars
    ·
    326 reviews

    Intermediate · Project · Less Than 2 Hours

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

  • Fundamentals of Data Science in Healthcare: SkillUp
  • Performance Assessment in the Virtual Classroom: University of California, Irvine
  • Calculus for Engineers: The Hong Kong University of Science and Technology
  • Elastic Stack Mastery with Elasticsearch & AWS: EDUCBA
  • Cluster Analysis, Association Mining, and Model Evaluation: University of California, Irvine
  • Analyze and Design AI-Driven Performance Management Systems: EDUCBA
  • DevOps Capstone Project: IBM
  • Practical Methodology and Ethics in AI: Johns Hopkins University
  • Evaluate and Re-Engineer Business Strategy Effectively: EDUCBA
  • Core generative models and techniques: Microsoft

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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