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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


  • P

    Packt

    Leadership & Management

    Skills you'll gain: Operations Management, Team Motivation, Rapport Building, Strategic Leadership, Governance, Employee Engagement, Expectation Management, Influencing

    Intermediate · Course · 1 - 4 Weeks

  • M

    Microsoft

    Building multi-agent systems

    Skills you'll gain: Responsible AI, Containerization, Scalability, AI Orchestration, Application Deployment, Kubernetes, Azure Active Directory, System Monitoring, AI Workflows, Agentic systems, Artificial Intelligence, Microsoft 365, Microservices, Generative AI Agents, Enterprise Architecture, Microsoft Azure, AI Security, Enterprise Security, Role-Based Access Control (RBAC), Coordination

    Intermediate · Course · 1 - 4 Weeks

  • L

    LearnKartS

    Program Management: Governance & Lifecycle Domains

    Skills you'll gain: Stakeholder Engagement, Stakeholder Management, Project Management Office (PMO), Project Management Life Cycle, Program Management, Governance, Project Closure, Benefits Administration, Project Management Institute (PMI) Methodology, Program Development, Project Management, Program Implementation, Program Standards, Compliance Management, Project Implementation, Change Management, Knowledge Transfer

    4.6
    Rating, 4.6 out of 5 stars
    ·
    13 reviews

    Intermediate · Course · 1 - 4 Weeks

  • H

    H2O.ai

    DataPrep for H2O Driverless AI

    Skills you'll gain: Supervised Learning, Data Preprocessing, Machine Learning, Machine Learning Algorithms, Time Series Analysis and Forecasting, Data Quality, Unsupervised Learning, Data Cleansing, Data Analysis, Feature Engineering, Data Manipulation, Data Transformation, Model Evaluation, Exploratory Data Analysis, Classification Algorithms, Regression Analysis

    Beginner · Course · 1 - 4 Weeks

  • S

    SkillUp

    Networking and Migration in Azure

    Skills you'll gain: Load Balancing, Microsoft Azure, Virtual Networking, Network Architecture, Cloud Computing Architecture, General Networking, Firewall, Network Security, Cloud Management, IT Automation, Data Migration, Cloud Security, Virtualization and Virtual Machines, Performance Tuning, Scalability, Disaster Recovery

    5
    Rating, 5 out of 5 stars
    ·
    15 reviews

    Intermediate · Course · 1 - 4 Weeks

  • C

    Coursera

    First Steps in Python with Jupyter Notebooks

    Skills you'll gain: Git (Version Control System), Version Control, GitHub, Jupyter, Python Programming, Programming Principles, Data Science, Generative AI, Development Environment, Integrated Development Environments, Computer Programming, Data Analysis

    Beginner · Course · 1 - 4 Weeks

  • G

    Google Cloud

    Getting Started with Cloud Shell and gcloud

    Skills you'll gain: Google Cloud Platform, Cloud Management, Cloud Computing, Cloud Services, Command-Line Interface

    4.7
    Rating, 4.7 out of 5 stars
    ·
    20 reviews

    Beginner · Project · Less Than 2 Hours

  • B

    Board Infinity

    Foundations of Usability Testing

    Skills you'll gain: Usability Testing, Usability, Human Centered Design, Human Factors, Human Computer Interaction, Software Testing, User Experience Design, User Interface (UI), Web Content Accessibility Guidelines, User Experience, User Research, Risk Management Framework, Law, Regulation, and Compliance

    Advanced · Course · 1 - 4 Weeks

  • P

    Packt

    Automation and Project Implementation in Azure Databricks

    Skills you'll gain: Databricks, CI/CD, Microsoft Azure, Data Architecture, Integration Testing, Data Pipelines, Data Integration, Data Security, Automation, Data Storage, Development Testing

    4.8
    Rating, 4.8 out of 5 stars
    ·
    10 reviews

    Intermediate · Course · 1 - 4 Weeks

  • C

    Coursera

    Create a Target Market Presentation using Canva

    Skills you'll gain: Canva (Software), Presentations, Sales Presentation, Marketing Design, Target Market, Marketing Collateral, Graphic and Visual Design, Marketing, Design Elements And Principles

    4.5
    Rating, 4.5 out of 5 stars
    ·
    26 reviews

    Beginner · Guided Project · Less Than 2 Hours

  • D

    Duke University

    Python and Rust with Linux Command Line Tools

    Skills you'll gain: Rust (Programming Language), Serverless Computing, Command-Line Interface, Maintainability, Amazon Web Services, Linux Commands, Application Deployment, Software Development Tools, Program Development, System Programming, Python Programming, Performance Tuning, Debugging, Software Testing

    5
    Rating, 5 out of 5 stars
    ·
    16 reviews

    Intermediate · Course · 1 - 4 Weeks

  • U

    University of Colorado Boulder

    Network Analysis for Marketing Analytics

    Skills you'll gain: Network Analysis, Social Network Analysis, Marketing Analytics, Unstructured Data, Semantic Web, Statistical Methods, Text Mining, Data Structures, JSON, Natural Language Processing, Data Visualization Software, Python Programming

    Build toward a degree

    2.8
    Rating, 2.8 out of 5 stars
    ·
    6 reviews

    Intermediate · Course · 1 - 4 Weeks

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

  • Leadership & Management: Packt
  • Building multi-agent systems: Microsoft
  • Program Management: Governance & Lifecycle Domains: LearnKartS
  • DataPrep for H2O Driverless AI: H2O.ai
  • Networking and Migration in Azure: SkillUp
  • First Steps in Python with Jupyter Notebooks: Coursera
  • Getting Started with Cloud Shell and gcloud: Google Cloud
  • Foundations of Usability Testing: Board Infinity
  • Automation and Project Implementation in Azure Databricks: Packt
  • Create a Target Market Presentation using Canva: Coursera

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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