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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: Preview
    Preview
    U

    University of Colorado Boulder

    Introduction to Python for Scientific Computing

    Skills you'll gain: Scientific Visualization, NumPy, Data Visualization, Debugging, Matplotlib, Numerical Analysis, Engineering Calculations, Code Reusability, Integrated Development Environments, Computational Thinking, Engineering Analysis, Programming Principles, Data Analysis, Computer Programming, Model Optimization

    4.8
    Rating, 4.8 out of 5 stars
    ·
    22 reviews

    Beginner · Course · 1 - 4 Weeks

  • Status: Preview
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    K

    Korea Advanced Institute of Science and Technology(KAIST)

    Practical Python for AI Coding 1

    Skills you'll gain: NumPy, Python Programming, Artificial Intelligence, Programming Principles, Tensorflow, Data Structures, Development Environment, Software Installation, Data Manipulation, Package and Software Management

    4.6
    Rating, 4.6 out of 5 stars
    ·
    89 reviews

    Beginner · Course · 1 - 3 Months

  • Status: New
    New
    Status: Free Trial
    Free Trial
    P

    Packt

    AI Agents and MLOps for Production-Ready AI

    Skills you'll gain: MLOps (Machine Learning Operations), Containerization, AI Workflows, Model Deployment, Generative AI Agents, LangGraph, Agentic Workflows, Artificial Intelligence and Machine Learning (AI/ML), CrewAI, Devops Tools, BeeAI, Docker (Software), Cloud Deployment, Agentic systems, Google Cloud Platform, Cloud Platforms, Kubernetes, Applied Machine Learning, Scalability

    Intermediate · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    T

    The State University of New York

    Basic Information Literacy

    Skills you'll gain: digital literacy, Brainstorming, Planning, Information Management, Research, Critical Thinking, Investigation, Literacy, Ethical Standards And Conduct, Databases

    4.7
    Rating, 4.7 out of 5 stars
    ·
    217 reviews

    Beginner · Course · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    E

    EDUCBA

    PyMongo - Advanced

    Skills you'll gain: MongoDB, NoSQL, Pandas (Python Package), Databases, Data Pipelines, Database Development, Database Design, Data Access, Performance Tuning, Data Transformation, Query Languages, Python Programming

    4.5
    Rating, 4.5 out of 5 stars
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    20 reviews

    Intermediate · Course · 1 - 4 Weeks

  • Status: Free
    Free
    C

    Coursera

    Finite Element Analysis Convergence and Mesh Independence

    Skills you'll gain: Finite Element Methods, Simulation and Simulation Software, Engineering Analysis, Simulations, Engineering, Verification And Validation

    4.6
    Rating, 4.6 out of 5 stars
    ·
    261 reviews

    Beginner · Guided Project · Less Than 2 Hours

  • Status: Free Trial
    Free Trial
    U

    Universidad de los Andes

    Estimación de la línea base de tiempos y costos

    Skills you'll gain: Project Estimation, Work Breakdown Structure, Project Controls, Cost Estimation, Estimation, Project Schedules, Case Studies, Cost Management, Scheduling, Project Scoping, Timelines, Project Planning, Scope Management, Project Management, Applied Mathematics, Budget Management, Dependency Analysis

    4.9
    Rating, 4.9 out of 5 stars
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    222 reviews

    Intermediate · Course · 1 - 3 Months

  • Status: Free
    Free
    C

    Coursera

    How to Create a Program Evaluation for Your Non-Profit

    Skills you'll gain: Program Evaluation, Smart Goals, Surveys, Goal Setting, Survey Creation, Performance Measurement, Grant Writing, Program Management, Performance Metric, Data Collection

    4.5
    Rating, 4.5 out of 5 stars
    ·
    138 reviews

    Beginner · Guided Project · Less Than 2 Hours

  • Status: Preview
    Preview
    U

    University of Illinois Urbana-Champaign

    Lactation Biology

    Skills you'll gain: Child Health, Maternal Health, Postpartum Care, Anatomy, Endocrinology, Infant Care, Cell Biology, Immunology, Physiology, Biochemistry, Biology, Production Process, Microbiology, Infectious Diseases, Infection Control

    4.8
    Rating, 4.8 out of 5 stars
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    40 reviews

    Beginner · Course · 1 - 3 Months

  • Status: Free
    Free
    J

    Johns Hopkins University

    Reducing Gun Violence in America: Evidence for Change

    Skills you'll gain: Injury Prevention, Public Safety and National Security, De-escalation Techniques, Social Justice, Policy Analysis, Research, and Development, Public Policies, Policy Analysis, Public Health, Epidemiology, Community Organizing, Law, Regulation, and Compliance, Health Policy, Research, Case Law

    4.8
    Rating, 4.8 out of 5 stars
    ·
    502 reviews

    Beginner · Course · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    A

    Arizona State University

    Human Factors & Usability Engineering: Designing for Humans

    Skills you'll gain: Usability, Usability Testing, Problem Solving, Human Factors, Human Centered Design, Critical Thinking and Problem Solving, Creativity, Creative Problem-Solving, Kinesiology, Sensory Systems Analysis, User Research, Decision Making, Display Devices, Human Computer Interaction, Human Learning, Exercise Science, Data Collection, Human Factors Engineering, Accident Prevention, Mitigation

    4.8
    Rating, 4.8 out of 5 stars
    ·
    57 reviews

    Intermediate · Specialization · 3 - 6 Months

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

    EDUCBA

    Derivatives Trading & Risk Management

    Skills you'll gain: Derivatives, Futures Exchange, Financial Trading, Financial Market, Risk Modeling, Market Analysis, Risk Management, Financial Systems, Securities Trading, Capital Markets, Market Dynamics, Portfolio Risk, Risk Analysis, Risk Control, Technical Analysis, Risk Mitigation, International Finance, Market Trend, Investments, Finance

    Beginner · Specialization · 3 - 6 Months

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

  • Introduction to Python for Scientific Computing: University of Colorado Boulder
  • Practical Python for AI Coding 1: Korea Advanced Institute of Science and Technology(KAIST)
  • AI Agents and MLOps for Production-Ready AI: Packt
  • Basic Information Literacy: The State University of New York
  • PyMongo - Advanced: EDUCBA
  • Finite Element Analysis Convergence and Mesh Independence: Coursera
  • Estimación de la línea base de tiempos y costos: Universidad de los Andes
  • How to Create a Program Evaluation for Your Non-Profit: Coursera
  • Lactation Biology: University of Illinois Urbana-Champaign
  • Reducing Gun Violence in America: Evidence for Change: Johns Hopkins University

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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