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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
    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

    4.3
    Rating, 4.3 out of 5 stars
    ·
    28 reviews

    Beginner · Course · 1 - 4 Weeks

  • Status: Preview
    Preview
    U

    University of Geneva

    Operational Research for Humanitarians

    Skills you'll gain: Research Methodologies, Research, Qualitative Research, Surveys, Community Outreach, Policty Analysis, Research, and Development, Investigation, Ethical Standards And Conduct, Data Collection, Accountability, Case Studies, Needs Assessment, Decision Making, Adaptability

    4.8
    Rating, 4.8 out of 5 stars
    ·
    152 reviews

    Beginner · Course · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    U

    University of Colorado Boulder

    Approximation Methods

    Skills you'll gain: Numerical Analysis, Engineering Calculations, Applied Mathematics, Mathematical Modeling, Physics

    Build toward a degree

    4.4
    Rating, 4.4 out of 5 stars
    ·
    14 reviews

    Intermediate · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    U

    University of Michigan

    Series Orientation: Transforming Education

    Skills you'll gain: Student-Centred Learning, Instructional Strategies, Education and Training, Teaching, Adult Learning Principles, Community Development, Instructional Design, Student Engagement, Learning Strategies, Diversity Equity and Inclusion Initiatives, Time Management

    4.8
    Rating, 4.8 out of 5 stars
    ·
    35 reviews

    Beginner · Course · 1 - 4 Weeks

  • Status: New
    New
    Status: Free Trial
    Free Trial
    K

    Khalifa University

    AI for Executives: AI for Business Decision Making

    Skills you'll gain: AI Enablement, Feature Engineering, Responsible AI, Data Preprocessing, Strategic Decision-Making, Business Leadership, Data-Driven Decision-Making, Data Ethics, Business Analytics, Natural Language Processing, Large Language Modeling, Artificial Intelligence, Predictive Analytics, Advanced Analytics, Data Governance, Systems Integration, Business Ethics, Workflow Management, Applied Machine Learning, Reinforcement Learning

    4.2
    Rating, 4.2 out of 5 stars
    ·
    6 reviews

    Beginner · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    C

    Coursera

    The Role of the CEO in Navigating GenAI

    4.8
    Rating, 4.8 out of 5 stars
    ·
    142 reviews

    Beginner · Course · 1 - 4 Weeks

  • Status: Preview
    Preview
    U

    Universidad Nacional Autónoma de México

    Cursos en línea: modelo para armar

    Skills you'll gain: Learning Management Systems, Education Software and Technology, End User Training and Support, Interactive Design, Digital pedagogy, Content Management, Quality Assurance

    4.8
    Rating, 4.8 out of 5 stars
    ·
    244 reviews

    Beginner · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    B

    Berklee

    Arranging for Songwriters

    Skills you'll gain: Musical Composition, Music Theory, Music Performance, Music, Instrumental Music, Media Production, Writing, Creativity

    4.5
    Rating, 4.5 out of 5 stars
    ·
    82 reviews

    Intermediate · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    M

    Microsoft

    Automation and Scripting with Python

    Skills you'll gain: Web Scraping, Git (Version Control System), Scripting, Version Control, Email Automation, Software Testing, Cloud API, Automation, Restful API, Application Programming Interface (API), Scalability, Python Programming, Performance Tuning, Productivity, File Management

    3.8
    Rating, 3.8 out of 5 stars
    ·
    46 reviews

    Beginner · Course · 1 - 3 Months

  • Status: Free
    Free
    D

    DeepLearning.AI

    LLMOps

    Skills you'll gain: Responsible AI, LLM Application, Large Language Modeling, Google Cloud Platform, MLOps (Machine Learning Operations), Model Deployment, Kubernetes, Model Evaluation, Software Versioning, Supervised Learning

    3.9
    Rating, 3.9 out of 5 stars
    ·
    36 reviews

    Beginner · Project · Less Than 2 Hours

  • Status: Free Trial
    Free Trial
    C

    Coursera

    AI-Enhanced Copywriting: SurferSEO, Upword and Anyword

    Skills you'll gain: Copywriting, Search Engine Optimization, Web Analytics and SEO, Target Audience, Content Creation, Web Content, Productivity Software, Brand Awareness, Generative AI, User Accounts

    4
    Rating, 4 out of 5 stars
    ·
    57 reviews

    Beginner · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    M

    Macquarie University

    Global sustainability and corporate social responsibility: Be sustainable

    Skills you'll gain: Business Ethics, Corporate Sustainability, Sustainable Business, Environmental Social And Corporate Governance (ESG), Sustainable Development, Governance, Corporate Strategy, Business Strategies, Supply Chain, Social Impact, Organizational Structure

    4.7
    Rating, 4.7 out of 5 stars
    ·
    467 reviews

    Beginner · Course · 1 - 3 Months

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

  • Introduction to Retrieval Augmented Generation (RAG): Coursera
  • Operational Research for Humanitarians: University of Geneva
  • Approximation Methods: University of Colorado Boulder
  • Series Orientation: Transforming Education: University of Michigan
  • AI for Executives: AI for Business Decision Making: Khalifa University
  • The Role of the CEO in Navigating GenAI: Coursera
  • Cursos en línea: modelo para armar: Universidad Nacional Autónoma de México
  • Arranging for Songwriters: Berklee
  • Automation and Scripting with Python: Microsoft
  • LLMOps: DeepLearning.AI

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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