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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


  • K

    Kennesaw State University

    AI for Education (Basic)

    Skills you'll gain: Prompt Engineering, Responsible AI, Generative AI, Google Gemini, Anthropic Claude, LLM Application, ChatGPT, Digital pedagogy, digital literacy

    5
    Rating, 5 out of 5 stars
    ·
    20 reviews

    Beginner · Course · 1 - 4 Weeks

  • L

    LearnKartS

    Models, Methods, and Artifacts

    Skills you'll gain: Project Management, Team Management, Project Management Institute (PMI) Methodology, Team Leadership, Project Implementation, Project Performance

    4.5
    Rating, 4.5 out of 5 stars
    ·
    57 reviews

    Advanced · Course · 1 - 4 Weeks

  • U

    University of California San Diego

    Learn to Teach Java: Sequences, Primitive Types and Using Objects

    Skills you'll gain: Debugging, Object Oriented Programming (OOP), Java, Teaching, Programming Principles, Computer Programming, Integrated Development Environments, Digital pedagogy

    4.9
    Rating, 4.9 out of 5 stars
    ·
    39 reviews

    Beginner · Course · 1 - 3 Months

  • C

    Codio

    Intro to Operating Systems 4: Persistence

    Skills you'll gain: File Systems, Operating Systems, Unix, Data Integrity, Debugging, File I/O, Linux, Distributed Computing, Data Storage, C (Programming Language), System Programming, Command-Line Interface, Data Security, Computer Hardware, Scalability

    4.7
    Rating, 4.7 out of 5 stars
    ·
    76 reviews

    Intermediate · Course · 1 - 3 Months

  • M

    Microsoft

    Cloud Computing Essentials with Azure Management

    Skills you'll gain: Cloud Management, Microsoft Azure, Cloud Computing Architecture, Cloud Computing, Cloud Services, Infrastructure As A Service (IaaS), Infrastructure as Code (IaC), Cloud Security, System Monitoring, Role-Based Access Control (RBAC), Scalability

    4.7
    Rating, 4.7 out of 5 stars
    ·
    18 reviews

    Beginner · Course · 1 - 4 Weeks

  • J

    Johns Hopkins University

    Evaluating Public Health Programs at Scale

    Skills you'll gain: Program Evaluation, Health Equity, Data Collection, Institutional Review Board (IRB), Public Health, Research Design, Health Assessment, Policy Analysis, Healthcare Ethics, Surveys, Maternal Health, Statistical Analysis

    4.4
    Rating, 4.4 out of 5 stars
    ·
    23 reviews

    Beginner · Course · 1 - 3 Months

  • C

    Coursera

    Psychological Safety

    Skills you'll gain: Workplace inclusivity, Diversity Equity and Inclusion Initiatives, Empowerment, Resilience, Personal Development, Self-Awareness, Teamwork, Collaboration, Constructive Feedback, Relationship Building, Active Listening, Interpersonal Communications

    4.7
    Rating, 4.7 out of 5 stars
    ·
    56 reviews

    Beginner · Course · 1 - 4 Weeks

  • R

    Rice University

    Physics of Light and Materials

    Skills you'll gain: Physics, electromagnetics, Materials science, Mechanics, Physical Science, Vibrations, Trigonometry, Mathematical Modeling, Advanced Mathematics, Linear Algebra, Engineering Analysis, Differential Equations, Applied Mathematics, Problem Solving

    4.9
    Rating, 4.9 out of 5 stars
    ·
    7 reviews

    Intermediate · Course · 1 - 4 Weeks

  • C

    Corporate Finance Institute

    Classification - Fundamentals & Practical Applications

    Skills you'll gain: Classification Algorithms, Model Evaluation, Machine Learning Algorithms, Logistic Regression, Predictive Modeling, Applied Machine Learning, Machine Learning Methods, Supervised Learning, Data Modeling, Analytics, Analysis, Data Analysis, Business Metrics, Feature Engineering, Advanced Analytics, Machine Learning, Scikit Learn (Machine Learning Library), Performance Metric, Data Visualization, Exploratory Data Analysis

    4.3
    Rating, 4.3 out of 5 stars
    ·
    6 reviews

    Advanced · Course · 1 - 3 Months

  • C

    Coursera

    Improving Math Engagement with Prodigy

    Skills you'll gain: Education Software and Technology, Mathematics Education

    4.7
    Rating, 4.7 out of 5 stars
    ·
    87 reviews

    Beginner · Guided Project · Less Than 2 Hours

  • D

    Duke University

    AI for Productivity

    Skills you'll gain: Responsible AI, Adobe Firefly, Productivity Software, AI Workflows, Generative AI, Productivity, Writing, Artificial Intelligence, Gemini, Microsoft Copilot, Unstructured Data, Prompt Engineering, Administrative Support, ChatGPT, Data Analysis, Text Mining, Operational Efficiency, Project Schedules, Media Production

    4.7
    Rating, 4.7 out of 5 stars
    ·
    18 reviews

    Beginner · Course · 1 - 4 Weeks

  • L

    LearnKartS

    Emotional Intelligence in the Workplace

    Skills you'll gain: Self-Awareness, Emotional Intelligence, Conflict Management, Social Skills, Personal Development, Empathy, Self-Motivation, Professional Development, Professionalism, Collaboration, Employee Engagement, Leadership, Relationship Management, Resilience, Communication, Stress Management, Adaptability

    4.7
    Rating, 4.7 out of 5 stars
    ·
    35 reviews

    Beginner · Course · 1 - 4 Weeks

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

  • AI for Education (Basic): Kennesaw State University
  • Models, Methods, and Artifacts: LearnKartS
  • Learn to Teach Java: Sequences, Primitive Types and Using Objects: University of California San Diego
  • Intro to Operating Systems 4: Persistence: Codio
  • Cloud Computing Essentials with Azure Management: Microsoft
  • Evaluating Public Health Programs at Scale: Johns Hopkins University
  • Psychological Safety: Coursera
  • Physics of Light and Materials: Rice University
  • Classification - Fundamentals & Practical Applications: Corporate Finance Institute
  • Improving Math Engagement with Prodigy: Coursera

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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