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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


  • G

    Google

    Prepare and Practice for Interviews with AI

    Skills you'll gain: Planning, AI Enablement, Professionalism

    4.9
    Rating, 4.9 out of 5 stars
    ·
    21 reviews

    Beginner · Course · 1 - 3 Months

  • C

    Coursera

    GenAI for Digital Marketing Specialists

    Skills you'll gain: Generative AI, Marketing Analytics, Data Ethics, Brand Strategy, Content Creation, Content Marketing, Responsible AI, Brand Management, Brand Awareness, Prompt Engineering, Analytics, AI Personalization, Data Analysis

    4.6
    Rating, 4.6 out of 5 stars
    ·
    46 reviews

    Intermediate · Course · 1 - 4 Weeks

  • B

    Berklee

    Piano Scales for Modern Music

    Skills you'll gain: Music Theory, Instrumental Music, Music, Music Performance, Musical Composition

    Intermediate · Course · 1 - 4 Weeks

  • D

    DeepLearning.AI

    Building Your Own Database Agent

    Skills you'll gain: Retrieval-Augmented Generation, LangChain, AI Orchestration, Database Development, SQL, LLM Application, Query Languages, OpenAI API, Microsoft Azure, Tool Calling, OpenAI, Natural Language Processing

    4.5
    Rating, 4.5 out of 5 stars
    ·
    49 reviews

    Beginner · Project · Less Than 2 Hours

  • P

    Politecnico di Milano

    One Health: Pandemic preparedness, prevention, and response

    Skills you'll gain: Public Health and Disease Prevention, Public Health, Environmental Science, Infectious Diseases, Epidemiology, Preventative Care, Environmental Policy, Health Policy, Health Care Procedure and Regulation, Policty Analysis, Research, and Development, Climate Change Adaptation, Governance, Food Safety and Sanitation, Legal Strategy, Case Studies

    4.6
    Rating, 4.6 out of 5 stars
    ·
    44 reviews

    Intermediate · Course · 1 - 3 Months

  • C

    Codio

    Getting Started with Generative AI APIs

    Skills you'll gain: OpenAI API, Large Language Modeling, Generative AI, ChatGPT, Prompt Engineering, File Management, Application Programming Interface (API), Embeddings, Classification Algorithms, Application Development, Transfer Learning, Python Programming

    3.7
    Rating, 3.7 out of 5 stars
    ·
    23 reviews

    Beginner · Course · 1 - 4 Weeks

  • K

    KodeKloud

    Kubernetes Basics for DevOps

    Skills you'll gain: Kubernetes, Microservices, Containerization, Cloud-Native Computing, Docker (Software), DevOps, Application Deployment, Cloud Computing Architecture, Software Architecture, YAML, Scalability, Command-Line Interface

    4.6
    Rating, 4.6 out of 5 stars
    ·
    20 reviews

    Beginner · Course · 1 - 3 Months

  • P

    Packt

    Ultimate Guide to FastAPI and Backend Development

    Skills you'll gain: API Testing, React.js, Authentications, Containerization, OAuth, Cloud Deployment, Back-End Web Development, PostgreSQL, API Gateway, Software Documentation, Amazon Web Services, Cloud Applications, Event-Driven Programming, Front-End Web Development, Python Programming, Database Management, Restful API, SQL, API Design, Databases

    4.1
    Rating, 4.1 out of 5 stars
    ·
    10 reviews

    Intermediate · Specialization · 3 - 6 Months

  • U

    University of Colorado Boulder

    Activity Design with PhET Simulations for STEM Education

    Skills you'll gain: Prompt Engineering, Simulation and Simulation Software, Education Software and Technology, Mathematics Education, Teaching, Digital pedagogy, Experimentation, Design Strategies, Chemistry, Physics, Biology

    5
    Rating, 5 out of 5 stars
    ·
    43 reviews

    Intermediate · Course · 1 - 3 Months

  • S

    SkillUp

    Generative AI: Turbocharge Mobile App Development

    Skills you'll gain: AI Personalization, Mobile Development, Generative AI, Anthropic Claude, LLM Application, Apple iOS, AI Product Strategy, Machine Learning Methods, Application Design, Cloud Development, Data Strategy, Embedded Software, User Interface and User Experience (UI/UX) Design

    5
    Rating, 5 out of 5 stars
    ·
    21 reviews

    Intermediate · Course · 1 - 4 Weeks

  • P

    Pontificia Universidad Católica del Perú

    Integrando PAIDEIA en tu curso

    Skills you'll gain: Learning Management Systems, Education Software and Technology, Virtual Environment, Content Management, System Configuration, User Interface (UI)

    4.9
    Rating, 4.9 out of 5 stars
    ·
    8 reviews

    Beginner · Course · 1 - 4 Weeks

  • G

    Google Cloud

    Identify Horses or Humans with TensorFlow and Vertex AI

    Skills you'll gain: Convolutional Neural Networks, Tensorflow, Image Analysis, Google Cloud Platform, Model Deployment, Computer Vision, Data Preprocessing, Applied Machine Learning, Data Collection, Software Visualization

    Beginner · Project · Less Than 2 Hours

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

  • Prepare and Practice for Interviews with AI: Google
  • GenAI for Digital Marketing Specialists: Coursera
  • Piano Scales for Modern Music: Berklee
  • Building Your Own Database Agent: DeepLearning.AI
  • One Health: Pandemic preparedness, prevention, and response: Politecnico di Milano
  • Getting Started with Generative AI APIs: Codio
  • Kubernetes Basics for DevOps: KodeKloud
  • Ultimate Guide to FastAPI and Backend Development: Packt
  • Activity Design with PhET Simulations for STEM Education: University of Colorado Boulder
  • Generative AI: Turbocharge Mobile App Development: SkillUp

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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