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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
    M

    Microsoft

    Essentials with Azure Fundamentals

    Skills you'll gain: Microsoft Azure, Cloud Management, Cloud Computing, Cloud Infrastructure, Infrastructure As A Service (IaaS), Cloud Platforms, Infrastructure as Code (IaC), Virtual Machines, System Monitoring, Cloud Security, Scalability

    4.5
    Rating, 4.5 out of 5 stars
    ·
    99 reviews

    Beginner · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    U

    University of California, Irvine

    Performance Assessment in the Virtual Classroom

    Skills you'll gain: Education Software and Technology, Learning Management Systems, Performance Testing, Virtual Environment, Data Analysis Software

    4.7
    Rating, 4.7 out of 5 stars
    ·
    503 reviews

    Mixed · Course · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    C

    Coursera

    8 Most Controversial Terms in AI, Explained

    Skills you'll gain: Artificial Intelligence, Responsible AI, Generative AI, Open Source Technology, Large Language Modeling, Machine Learning

    4.8
    Rating, 4.8 out of 5 stars
    ·
    31 reviews

    Beginner · Course · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    I

    IBM

    SQL for Data Science with R

    Skills you'll gain: Database Design, Relational Databases, SQL, Databases, R Programming, Database Management, Data Science, Data Modeling, Query Languages, Data Access, Data Manipulation, Data Analysis

    4.4
    Rating, 4.4 out of 5 stars
    ·
    184 reviews

    Beginner · Course · 1 - 3 Months

  • Status: Preview
    Preview
    T

    The Hong Kong University of Science and Technology

    Programming with Scratch

    Skills you'll gain: Animation and Game Design, Computational Thinking, Animations, Programming Principles, Computer Programming, Dataflow, Storytelling, Game Design, Storyboarding, Scripting, Solution Design, Program Development, Event-Driven Programming, Coordination

    4.4
    Rating, 4.4 out of 5 stars
    ·
    108 reviews

    Beginner · Course · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    V

    Vanderbilt University

    ChatGPT + Excel: Master Data, Make Decisions, Tell Stories

    Skills you'll gain: Data Storytelling, Data Presentation, Data Synthesis, Microsoft Excel, Infographics, Data Visualization, Data Analysis, Data Cleansing, ChatGPT, Data Integration, Data Transformation, Data Validation, Exploratory Data Analysis, Prompt Engineering, LLM Application, Data Quality, Generative AI

    4.8
    Rating, 4.8 out of 5 stars
    ·
    147 reviews

    Beginner · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    U

    University of Colorado Boulder

    Embedded Interface Design

    Skills you'll gain: User Research, User Experience Design, User Experience, User Interface and User Experience (UI/UX) Design, Usability, Verification And Validation, Usability Testing, Internet Of Things, Design Research, API Design, Amazon Web Services, Embedded Software, Cloud Computing Architecture, Human Computer Interaction, Embedded Systems, Application Programming Interface (API), Prototyping, Network Protocols, User Interface (UI) Design, Software Development

    Build toward a degree

    4.5
    Rating, 4.5 out of 5 stars
    ·
    145 reviews

    Intermediate · Specialization · 3 - 6 Months

  • Status: Free Trial
    Free Trial
    K

    KodeKloud

    DevOps Mastery

    Skills you'll gain: Jenkins, Terraform, Infrastructure as Code (IaC), Kubernetes, Ansible, Package and Software Management, Docker (Software), Linux Administration, Continuous Integration, CI/CD, Version Control, Linux, YAML, Microservices, Application Development, Linux Commands, Devops Tools, Git (Version Control System), DevOps, Python Programming

    4.6
    Rating, 4.6 out of 5 stars
    ·
    239 reviews

    Beginner · Specialization · 3 - 6 Months

  • Status: New
    New
    Status: Free Trial
    Free Trial
    P

    Pearson

    Introduction to Transformer Models for NLP: Unit 1

    Skills you'll gain: PyTorch (Machine Learning Library), Transfer Learning, Natural Language Processing, Large Language Modeling, Generative Model Architectures, Embeddings

    Intermediate · Course · 1 - 4 Weeks

  • Status: New
    New
    Status: Free Trial
    Free Trial
    P

    Pearson

    Data Science Fundamentals, Part 1

    Skills you'll gain: Extract, Transform, Load, Data Validation, Data Transformation, Applied Machine Learning, Object-Relational Mapping, Data Wrangling, Data Cleansing, Data Manipulation, Data Integration, Web Scraping, Data Quality, Data Pipelines, Pandas (Python Package), Descriptive Statistics, Data Modeling, Data Science, Python Programming, Scikit Learn (Machine Learning Library), Extensible Markup Language (XML), Data Analysis

    Beginner · Specialization · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    U

    University of California, Irvine

    Programming for the Internet of Things Project

    Skills you'll gain: Test Planning, Embedded Systems, User Requirements Documents, Functional Requirement, Systems Design, Requirements Analysis, System Design and Implementation, Software Design, Prototyping, Technical Design, Computer Hardware, Python Programming

    4.7
    Rating, 4.7 out of 5 stars
    ·
    951 reviews

    Mixed · Course · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    T

    Tecnológico de Monterrey

    Modelos de diseño instruccional para ambientes digitales

    Skills you'll gain: Digital pedagogy, Education Software and Technology, Instructional Design, Planning, Design Strategies, Solution Design, Quality Assurance, Virtual Environment, Innovation, Emerging Technologies

    4.8
    Rating, 4.8 out of 5 stars
    ·
    434 reviews

    Beginner · Course · 1 - 3 Months

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

  • Essentials with Azure Fundamentals: Microsoft
  • Performance Assessment in the Virtual Classroom: University of California, Irvine
  • 8 Most Controversial Terms in AI, Explained: Coursera
  • SQL for Data Science with R: IBM
  • Programming with Scratch: The Hong Kong University of Science and Technology
  • ChatGPT + Excel: Master Data, Make Decisions, Tell Stories: Vanderbilt University
  • Embedded Interface Design: University of Colorado Boulder
  • DevOps Mastery: KodeKloud
  • Introduction to Transformer Models for NLP: Unit 1: Pearson
  • Data Science Fundamentals, Part 1: Pearson

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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