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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
    L

    London Business School

    Agile Organisation: Strategies for Business Resilience

    Skills you'll gain: Resilience, Operational Risk, Leadership Development, Business Continuity, Team Motivation, Organizational Change, Crisis Management, Risk Management, Business Risk Management, Business Operations, Team Management, Leadership, Strategic Planning, Organizational Strategy, Strategic Decision-Making, Business Management, Forecasting, Business Planning, Business Strategies, Supply Chain Management

    4.8
    Rating, 4.8 out of 5 stars
    ·
    48 reviews

    Intermediate · Course · 1 - 3 Months

  • C

    Coursera

    Understand Best Practices with Canvas

    Skills you'll gain: Course Development, Learning Management Systems, Information Architecture, Content Management, Design

    4.8
    Rating, 4.8 out of 5 stars
    ·
    39 reviews

    Beginner · Guided Project · Less Than 2 Hours

  • 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: Preview
    Preview
    E

    Exploratorium

    Tinkering Fundamentals: Motion and Mechanisms

    Skills you'll gain: Collaboration, Creativity, Design Thinking, Mechanics, Research, Creative Problem-Solving, Experimentation, Innovation, Mechanical Engineering, Aesthetics, Construction

    4.8
    Rating, 4.8 out of 5 stars
    ·
    27 reviews

    Beginner · Course · 1 - 3 Months

  • Status: Preview
    Preview
    P

    Peking University

    软件工程

    Skills you'll gain: Object Oriented Design, Software Engineering, Software Testing, Unified Modeling Language, Software Development Tools, Requirements Analysis, Agile Software Development, Software Design, Software Development Life Cycle, Test Case, Software Development Methodologies, Functional Requirement, Agile Methodology, Systems Development, Software Development, Systems Design

    4.6
    Rating, 4.6 out of 5 stars
    ·
    57 reviews

    Intermediate · Course · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    U

    Universidad Nacional Autónoma de México

    Designing data-intensive applications

    Skills you'll gain: Data Mining, Database Design, Scalability, Database Systems, Relational Databases, Unstructured Data, Transaction Processing, Databases, Systems Design, Big Data, Data Architecture, NoSQL, Data Processing, Maintainability, Software Design, SQL, Apache Hadoop

    4.3
    Rating, 4.3 out of 5 stars
    ·
    39 reviews

    Intermediate · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    U

    University of Colorado Boulder

    Linux Embedded System Topics and Projects

    Skills you'll gain: Agile Methodology, Scrum (Software Development), Software Testing, Agile Software Development, Embedded Systems, Docker (Software), Git (Version Control System), Linux Administration, System Programming, Linux, C++ (Programming Language), Internet Of Things, File Systems

    Build toward a degree

    4.7
    Rating, 4.7 out of 5 stars
    ·
    20 reviews

    Advanced · Course · 1 - 4 Weeks

  • Status: Preview
    Preview
    C

    Copenhagen Business School

    AI and the Illusion of Intelligence

    Skills you'll gain: Artificial Intelligence, Large Language Modeling, Natural Language Processing, Theoretical Computer Science, Human Learning, Statistical Analysis, Artificial Neural Networks, Computational Thinking, Human Computer Interaction, Social Impact

    4.7
    Rating, 4.7 out of 5 stars
    ·
    25 reviews

    Beginner · Course · 1 - 4 Weeks

  • Status: Preview
    Preview
    W

    Whizlabs

    Getting Started with Microsoft Fabric

    Skills you'll gain: Power BI, Data Analysis Expressions (DAX), Data Pipelines, Data Transformation, Data Analysis, Microsoft Azure, Analytics, Data Warehousing, Data Integration, Extract, Transform, Load, Data Cleansing, Data Modeling, Dashboard, Data Governance

    Beginner · Course · 1 - 3 Months

  • G

    Google Cloud

    TFX on Google Cloud Vertex Pipelines

    Skills you'll gain: Model Deployment, Google Cloud Platform, Tensorflow, Cloud Deployment, Data Pipelines, MLOps (Machine Learning Operations), Kubernetes, Machine Learning

    Intermediate · Project · Less Than 2 Hours

  • Status: Free Trial
    Free Trial
    P

    Packt

    NumPy, Matplotlib & Pandas – Data Science Prerequisites

    Skills you'll gain: NumPy, Plot (Graphics), Pandas (Python Package), Scientific Visualization, Data Manipulation, Scatter Plots, Machine Learning, Data Science, Data Analysis Software, Histogram, Numerical Analysis, Linear Algebra, Probability Distribution, Classification Algorithms, Regression Analysis

    4.9
    Rating, 4.9 out of 5 stars
    ·
    7 reviews

    Beginner · Course · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    P

    Packt

    CCNA Intermediate – Switching, VLANs & Routing

    Skills you'll gain: Virtual Local Area Network (VLAN), Network Troubleshooting, OSI Models, Network Routing, Dynamic Host Configuration Protocol (DHCP), Network Routers, Network Switches, TCP/IP, Network Architecture, Local Area Networks, General Networking, Network Infrastructure, Network Protocols, System Configuration, Verification And Validation

    4.8
    Rating, 4.8 out of 5 stars
    ·
    31 reviews

    Intermediate · Course · 1 - 3 Months

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

  • Agile Organisation: Strategies for Business Resilience: London Business School
  • Understand Best Practices with Canvas: Coursera
  • Introduction to Retrieval Augmented Generation (RAG): Coursera
  • Tinkering Fundamentals: Motion and Mechanisms: Exploratorium
  • 软件工程: Peking University
  • Designing data-intensive applications: Universidad Nacional Autónoma de México
  • Linux Embedded System Topics and Projects: University of Colorado Boulder
  • AI and the Illusion of Intelligence: Copenhagen Business School
  • Getting Started with Microsoft Fabric: Whizlabs
  • TFX on Google Cloud Vertex Pipelines: Google Cloud

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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