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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: Free Trial
    Free Trial
    U

    University of Colorado Boulder

    Expanding SEL

    Skills you'll gain: Self-Awareness, Empowerment, Emotional Intelligence, Social Justice, Social Skills, Behavior Management, Empathy, School Psychology, Working With Children, Cultural Diversity, Mindfulness

    4.8
    Rating, 4.8 out of 5 stars
    ·
    134 reviews

    Advanced · Course · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    C

    Codio

    Object-Oriented Python: Inheritance and Encapsulation

    Skills you'll gain: Object Oriented Programming (OOP), Computer Programming, Data Persistence, Programming Principles, Python Programming, File Management, Computer Science

    4.4
    Rating, 4.4 out of 5 stars
    ·
    150 reviews

    Intermediate · Course · 1 - 4 Weeks

  • Status: Preview
    Preview
    U

    Universidad Autónoma Metropolitana

    Geometría Analítica Preuniversitaria

    Skills you'll gain: Geometry, Graphing, Algebra, Mathematical Modeling, Mathematical Theory & Analysis, Applied Mathematics, Linear Algebra

    4.2
    Rating, 4.2 out of 5 stars
    ·
    15 reviews

    Intermediate · Course · 1 - 3 Months

  • Status: Preview
    Preview
    G

    Google Cloud

    Google Cloud Product Fundamentals 日本語版

    Skills you'll gain: Digital Transformation, Google Cloud Platform, Google Workspace, Cloud Applications, Collaborative Software, Platform As A Service (PaaS), Database Application, Artificial Intelligence and Machine Learning (AI/ML), Cost Management, Cloud Computing, Cloud Infrastructure, Cloud Storage, Machine Learning, IT Infrastructure, Cloud Security

    4.8
    Rating, 4.8 out of 5 stars
    ·
    6 reviews

    Beginner · Course · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    C

    Coursera

    Introduction to Retrieval Augmented Generation (RAG)

    Skills you'll gain: LangChain, Prompt Engineering, Large Language Modeling, Retrieval-Augmented Generation, Vector Databases, Tool Calling, Embeddings, OpenAI API, ChatGPT, Google Gemini, Agentic Workflows

    4.2
    Rating, 4.2 out of 5 stars
    ·
    23 reviews

    Beginner · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    N

    Northwestern University

    Organizational Leadership Capstone

    Skills you'll gain: Data-Driven Decision-Making, Strategic Communication, Collaboration, Crisis Management, Team Leadership, Organizational Leadership, Business Leadership, Culture Transformation, Strategic Decision-Making, Strategic Leadership, Customer experience strategy (CX), Case Studies, Human Centered Design, Innovation, Decision Making, Peer Review

    4.7
    Rating, 4.7 out of 5 stars
    ·
    110 reviews

    Mixed · Course · 1 - 3 Months

  • Status: Preview
    Preview
    C

    Case Western Reserve University

    Beyond Silicon Valley: Growing Entrepreneurship in Transitioning Economies

    Skills you'll gain: Philanthropy, Entrepreneurship, Global Marketing, Entrepreneurial Finance, Innovation, New Business Development, Community Development, Economic Development, Commercialization, Mentorship, Governance, Case Studies, Public Policies, Program Evaluation

    4.5
    Rating, 4.5 out of 5 stars
    ·
    128 reviews

    Mixed · Course · 1 - 3 Months

  • Status: Preview
    Preview
    T

    Technical University of Munich (TUM)

    Welcome to Munich

    Skills you'll gain: Higher Education, Student Services, Cultural Sensitivity, Student Support and Services, Intercultural Competence, Cultural Diversity, Learning Strategies, Education and Training

    4.3
    Rating, 4.3 out of 5 stars
    ·
    34 reviews

    Beginner · Course · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    I

    IBM

    Capstone Project: Applying Business Analysis Skills

    Skills you'll gain: Risk Mitigation, Business Process Modeling, Stakeholder Analysis, Risk Analysis, Project Scoping, Stakeholder Management, Process Flow Diagrams, Risk Management, Work Breakdown Structure, Stakeholder Engagement, Scope Management, Business Requirements, Presentations, Requirements Elicitation, Business Analysis, Looker (Software), Requirements Analysis, Project Management, Process Optimization, Data Analysis Software

    4.4
    Rating, 4.4 out of 5 stars
    ·
    20 reviews

    Advanced · Course · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    B

    Board Infinity

    .Net Full Stack Foundation

    Skills you'll gain: Application Development, Program Development, Development Environment, Microsoft Visual Studio, Software Design Patterns

    4.1
    Rating, 4.1 out of 5 stars
    ·
    285 reviews

    Beginner · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    R

    Rice University

    Distributed Programming in Java

    Skills you'll gain: Apache Kafka, Apache Spark, Apache Hadoop, Distributed Computing, Java, Software Architecture, Systems Architecture, Programming Principles, Scala Programming, Servers, Algorithms

    4.6
    Rating, 4.6 out of 5 stars
    ·
    505 reviews

    Intermediate · Course · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    C

    Coursera

    User Awareness and Education for Generative AI

    Skills you'll gain: Responsible AI, Data Ethics, Generative AI, Artificial Intelligence, AI Security, AI Enablement, End User Training and Support, Human Computer Interaction, Information Privacy

    4.6
    Rating, 4.6 out of 5 stars
    ·
    36 reviews

    Beginner · Course · 1 - 4 Weeks

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

  • Expanding SEL: University of Colorado Boulder
  • Object-Oriented Python: Inheritance and Encapsulation: Codio
  • Geometría Analítica Preuniversitaria: Universidad Autónoma Metropolitana
  • Google Cloud Product Fundamentals 日本語版: Google Cloud
  • Introduction to Retrieval Augmented Generation (RAG): Coursera
  • Organizational Leadership Capstone: Northwestern University
  • Beyond Silicon Valley: Growing Entrepreneurship in Transitioning Economies: Case Western Reserve University
  • Welcome to Munich: Technical University of Munich (TUM)
  • Capstone Project: Applying Business Analysis Skills : IBM
  • .Net Full Stack Foundation: Board Infinity

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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