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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


  • J

    Johns Hopkins University

    Exploring Algorithmic Bias as a Policy Issue: A Teach-Out

    Skills you'll gain: Algorithms, Responsible AI, Policy Analysis, Social Justice, Public Policies, Diversity Awareness, Data Ethics, Machine Learning

    Mixed · Course · 1 - 3 Months

  • U

    Universidad Autónoma Metropolitana

    Rebo-binario

    Skills you'll gain: Computational Thinking, Lifelong Learning, Creative Thinking, Computer Programming, Critical Thinking, Willingness To Learn, Debugging, Problem Solving, digital literacy, Algorithms, Other Programming Languages

    5
    Rating, 5 out of 5 stars
    ·
    9 reviews

    Beginner · Course · 1 - 4 Weeks

  • S

    Saïd Business School, University of Oxford

    Open Data and Intelligent Finance

    Skills you'll gain: Financial Inclusion, Responsible AI, Data Ethics, Data Governance, FinTech, Financial Data, AI Personalization, Mobile Banking, Data Sharing, Financial Regulation, Payment Systems, Financial Services, Open Source Technology, Finance, Business Ethics, Human Centered Design, Interoperability, Real Time Data, Product Design, Application Programming Interface (API)

    4.8
    Rating, 4.8 out of 5 stars
    ·
    26 reviews

    Beginner · Course · 1 - 3 Months

  • C

    Coursera

    ITSM Foundations: Optimizing IT Service Management

    Skills you'll gain: ServiceNow, Problem Management, Incident Management, IT Service Management, Information Technology Infrastructure Library, Release Management, Service Management, Change Management, Problem Solving, Root Cause Analysis, IT Management, Operational Efficiency, Automation, Workflow Management

    Beginner · Course · 1 - 4 Weeks

  • D

    Dartmouth College

    Fundamentals of Digital Transformation

    Skills you'll gain: Digital Transformation, Customer experience strategy (CX), Business Transformation, Data-Driven Decision-Making, Internet Of Things, Cloud Computing, Cloud Services, Automation, Business Technologies, Business Analytics, Technology Strategies, Data Ethics, Cloud Infrastructure, Business Intelligence, Customer Insights, Business Process Automation, Emerging Technologies, Responsible AI, Business Modeling, Cyber Governance

    4.9
    Rating, 4.9 out of 5 stars
    ·
    23 reviews

    Beginner · Course · 1 - 3 Months

  • W

    Whizlabs

    Exam Prep AZ-400: Microsoft DevOps Engineer Expert

    Skills you'll gain: Azure DevOps Pipelines, CI/CD, Authorization (Computing), Package and Software Management, Infrastructure as Code (IaC), Authentications, Application Deployment, Azure DevOps, Continuous Integration, DevSecOps, Cloud Deployment, DevOps, Security Controls, GitHub, Continuous Deployment, Git (Version Control System), Performance Tuning, Agile Methodology, Identity and Access Management, Continuous Delivery

    Advanced · Specialization · 1 - 3 Months

  • W

    Whizlabs

    Getting Started with Microsoft Entra

    Skills you'll gain: Role-Based Access Control (RBAC), Azure Active Directory, Authentications, Identity and Access Management, User Provisioning, Microsoft Azure, Multi-Factor Authentication, Authorization (Computing), Single Sign-On (SSO), User Accounts, Security Controls, Proxy Servers

    Beginner · Course · 1 - 4 Weeks

  • I

    Illinois Tech

    Introduction to Open Source Application Development

    Skills you'll gain: Unified Modeling Language, File I/O, Debugging, Object Oriented Programming (OOP), Python Programming, Computer Programming, System Programming, Pseudocode, Program Development, Event-Driven Programming, Software Design, User Interface (UI), Data Structures

    Build toward a degree

    4.7
    Rating, 4.7 out of 5 stars
    ·
    21 reviews

    Beginner · Course · 1 - 3 Months

  • S

    Simplilearn

    Agile Scrum Master

    Skills you'll gain: User Story, Agile Software Development, Agile Project Management, Backlogs, Scaled Agile Framework, Agile Methodology, Sprint Retrospectives, Sprint Planning, Change Management, Team Building, Kanban Principles, Project Management, Estimation, Prioritization

    Beginner · Course · 1 - 4 Weeks

  • C

    Coursera

    What are GPTs and How can they work for my business?

    Skills you'll gain: ChatGPT, AI Enablement, Market Research, Financial Forecasting, AI Personalization, Business Solutions, LLM Application, Generative AI, Strategic Decision-Making, Supply Chain Management, Innovation, Forecasting, Customer Support, Artificial Intelligence

    3.8
    Rating, 3.8 out of 5 stars
    ·
    11 reviews

    Intermediate · Course · 1 - 4 Weeks

  • C

    Coursera

    Data Visualization using Plotnine and ggplot

    Skills you'll gain: Exploratory Data Analysis, Box Plots, Plot (Graphics), Data Visualization, Ggplot2, Data Visualization Software, Statistical Visualization, Scatter Plots, Histogram, Graphing, Python Programming

    4.6
    Rating, 4.6 out of 5 stars
    ·
    16 reviews

    Intermediate · Guided Project · Less Than 2 Hours

  • A

    Arizona State University

    Probability, Statistical Inference and Regression Analysis

    Skills you'll gain: Probability & Statistics, Analytical Skills, Exploratory Data Analysis, Estimation, Logistic Regression

    Intermediate · Course · 1 - 3 Months

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

  • Exploring Algorithmic Bias as a Policy Issue: A Teach-Out: Johns Hopkins University
  • Rebo-binario: Universidad Autónoma Metropolitana
  • Open Data and Intelligent Finance: Saïd Business School, University of Oxford
  • ITSM Foundations: Optimizing IT Service Management: Coursera
  • Fundamentals of Digital Transformation: Dartmouth College
  • Exam Prep AZ-400: Microsoft DevOps Engineer Expert: Whizlabs
  • Getting Started with Microsoft Entra: Whizlabs
  • Introduction to Open Source Application Development: Illinois Tech
  • Agile Scrum Master: Simplilearn
  • What are GPTs and How can they work for my business?: 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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