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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

    Basic Game Development with Levels using Scratch

    Skills you'll gain: Event-Driven Programming, Debugging, Game Design, Animation and Game Design, Program Development, Algorithms, Computer Programming, Application Development, Problem Solving, Design, Computer Science

    4.7
    Rating, 4.7 out of 5 stars
    ·
    141 reviews

    Beginner · Guided Project · Less Than 2 Hours

  • Status: Free Trial
    Free Trial
    V

    Vanderbilt University

    AI Agent Architecture in Java with Generative AI

    Skills you'll gain: Generative AI Agents, AI Orchestration, LLM Application, OpenAI API, Java Programming, AI Workflows, Agentic systems, Generative AI, Prompt Patterns, Prompt Engineering, Large Language Modeling, Document Management, Secure Coding, Business Logic, Open Web Application Security Project (OWASP), Middleware, Plan Execution, Software Design Patterns, Persona Development

    4.3
    Rating, 4.3 out of 5 stars
    ·
    8 reviews

    Intermediate · Course · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    J

    Johns Hopkins University

    Honors Algebra 2: Linear and Quadratic Functions

    Skills you'll gain: Algebra, Graphing, Advanced Mathematics, Logical Reasoning, General Mathematics, Mathematical Theory & Analysis, Applied Mathematics, Mathematical Modeling, Visualization (Computer Graphics), Correlation Analysis

    Beginner · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    U

    University of California, Davis

    Digital Trends: AI, Metaverse, Persuasive Tech & Blockchain

    Skills you'll gain: Digital Transformation, Blockchain, Data Ethics, Emerging Technologies, Artificial Intelligence, Digital Assets, Artificial Neural Networks, Social Media, Business Modeling, Web Development, Deep Learning, Persuasive Communication, Human Computer Interaction, Algorithms, Decision Making

    4.7
    Rating, 4.7 out of 5 stars
    ·
    18 reviews

    Beginner · Course · 1 - 4 Weeks

  • Status: Preview
    Preview
    E

    Erasmus University Rotterdam

    Cross-border road transport in EU law context

    Skills you'll gain: Transportation Operations, Law, Regulation, and Compliance, Case Law, Labor Law, Labor Relations, Commercial Laws, Case Studies, Regulation and Legal Compliance, Court Systems, Civil Law, Workers Compensation, Legal Research, Coordination

    4
    Rating, 4 out of 5 stars
    ·
    11 reviews

    Advanced · Course · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    C

    Codio

    Advanced Django: External APIs and Task Queuing

    Skills you'll gain: Django (Web Framework), Application Programming Interface (API), Application Frameworks, Web Development, Program Development, Python Programming, Computer Programming, GitHub

    4.9
    Rating, 4.9 out of 5 stars
    ·
    25 reviews

    Advanced · Course · 1 - 4 Weeks

  • C

    Coursera

    Linux: File Management for Devops

    Skills you'll gain: Command-Line Interface, Linux Commands, Linux, Unix Commands, File Management, Linux Administration, File Systems

    4.7
    Rating, 4.7 out of 5 stars
    ·
    80 reviews

    Intermediate · Guided Project · Less Than 2 Hours

  • Status: New
    New
    Status: Free Trial
    Free Trial
    G

    Google Cloud

    AI Infrastructure: Cloud TPUs

    Skills you'll gain: AI Workflows, Cloud Computing Architecture, Performance Tuning, Interoperability, Product Demonstration, Performance Improvement, Benchmarking, Hardware Architecture, Systems Architecture

    4.4
    Rating, 4.4 out of 5 stars
    ·
    8 reviews

    Intermediate · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    U

    Universidad Tecnológica Centroamericana

    Metodologías activas para el aprendizaje

    Skills you'll gain: Business Strategy, Interactive Learning, Teaching, Instructional Strategies, Education Software and Technology, Program Evaluation, Digital pedagogy, Pedagogy, Entrepreneurship, Classroom Management, Instructional and Curriculum Design, Education and Training, Business Modeling, Design Thinking, Project Design, Case Studies, Business, Student-Centred Learning, Curriculum Planning, Proposal Development

    4.6
    Rating, 4.6 out of 5 stars
    ·
    28 reviews

    Intermediate · Specialization · 3 - 6 Months

  • Status: Preview
    Preview
    E

    Eindhoven University of Technology

    Co-design for All: doing co-design in practice

    Skills you'll gain: Human Centered Design, Design Thinking, Research and Design, Design Research, Research, Visual Design, Research Methodologies, Qualitative Research, Case Studies

    4.3
    Rating, 4.3 out of 5 stars
    ·
    8 reviews

    Beginner · Course · 1 - 3 Months

  • Status: Preview
    Preview
    G

    Google Cloud

    Build, Train and Deploy ML Models with Keras on Google Cloud - Español

    Skills you'll gain: Tensorflow, Keras (Neural Network Library), Model Deployment, Data Preprocessing, Data Pipelines, Cloud Deployment, MLOps (Machine Learning Operations), Data Cleansing, Deep Learning, Machine Learning Methods, Data Transformation, Artificial Neural Networks, Model Evaluation, Application Programming Interface (API)

    Intermediate · Course · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    C

    Coursera

    GenAI for Financial Insights and Analysis with QUILL

    Skills you'll gain: Generative AI, Financial Data, Financial Analysis, Data-Driven Decision-Making, Financial Statements, Text Mining, Market Intelligence, Unstructured Data, Financial Market, Artificial Intelligence, Analysis, Natural Language Processing

    Intermediate · Course · 1 - 4 Weeks

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1…421422423…602

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

  • Basic Game Development with Levels using Scratch: Coursera
  • AI Agent Architecture in Java with Generative AI: Vanderbilt University
  • Honors Algebra 2: Linear and Quadratic Functions: Johns Hopkins University
  • Digital Trends: AI, Metaverse, Persuasive Tech & Blockchain: University of California, Davis
  • Cross-border road transport in EU law context: Erasmus University Rotterdam
  • Advanced Django: External APIs and Task Queuing: Codio
  • Linux: File Management for Devops: Coursera
  • AI Infrastructure: Cloud TPUs: Google Cloud
  • Metodologías activas para el aprendizaje: Universidad Tecnológica Centroamericana
  • Co-design for All: doing co-design in practice: Eindhoven University of Technology

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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