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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


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    Northeastern University

    Data Warehousing and Integration Part 1

    Skills you'll gain: Data Warehousing, Extract, Transform, Load, Data Integration, Data Modeling, Star Schema, Data Governance, Database Design, Snowflake Schema, SQL, Relational Databases, Data Mining, Data Quality, Data Analysis

    Mixed · Course · 1 - 3 Months

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    University of Virginia Darden School Foundation

    Human Excellence in the AI Age, Part 2: A Soft Skills Course

    Skills you'll gain: Adaptability, Active Listening, Emotional Intelligence, Critical Thinking, Professional Development, Leadership Development, Personal Development, Empathy & Emotional Intelligence, Collaboration, Team Building, Relationship Building, Resilience, Self-Awareness, Willingness To Learn, Quick Learning, Cognitive flexibility

    Beginner · Course · 1 - 4 Weeks

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    Coursera

    GenAI for Healthcare Ethics

    Skills you'll gain: Informed Consent, Data Ethics, Healthcare Ethics, Medical Privacy, Responsible AI, Healthcare Industry Knowledge, AI Security, Generative AI, Health Information Management, Patient-centered Care, Patient Safety

    Beginner · Course · 1 - 4 Weeks

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    Google Cloud

    Optimizing Cost with Google Cloud Storage

    Skills you'll gain: Google Cloud Platform, Cloud Storage, Cloud Management, Cloud API, File Management, Data Storage Technologies

    Intermediate · Project · Less Than 2 Hours

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    EDUCBA

    OpenSUSE Linux OS Fundamentals

    Skills you'll gain: Command-Line Interface, Linux, Package and Software Management, Linux Administration, File Management, Operating System Administration, Linux Commands, File Systems, Open Source Technology, System Configuration, Software Installation, Operating Systems, Virtualization, User Interface (UI)

    4.7
    Rating, 4.7 out of 5 stars
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    22 reviews

    Beginner · Course · 1 - 4 Weeks

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    Coursera

    Advanced Agile for Product Managers: Scaling Agile Teams

    Skills you'll gain: Scaled Agile Framework, Agile Product Development, Sprint Planning, Agile Methodology, Collaborative Software, Cross-Functional Collaboration, Dependency Analysis, Sprint Retrospectives, Product Roadmaps, Collaboration, Leadership, Performance Measurement, Coordination, Release Management, Prioritization, Estimation

    Advanced · Course · 1 - 4 Weeks

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    Board Infinity

    Decoding BFSI: Key Segments and Functions in Finance

    Skills you'll gain: Investment Banking, Financial Services, Banking Services, Insurance, Financial Inclusion, Business Ethics, Banking, Insurance Policies, Underwriting, Financial Analysis, Financial Market, Financial Management, Credit Risk, Retail Banking, Financial Regulation, Bank Regulations, Risk Analysis, Financial Planning, Mobile Banking, Portfolio Management

    Beginner · Course · 1 - 4 Weeks

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    Packt

    Introduction to Website Development Technologies

    Skills you'll gain: Bootstrap (Front-End Framework), Development Environment, HTML and CSS, Responsive Web Design, Version Control, Front-End Web Development, Git (Version Control System), Application Deployment, Integrated Development Environments, Web Development Tools, Cloud Hosting

    Beginner · Course · 1 - 3 Months

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    Scrimba

    Build a Mobile App with Firebase

    Skills you'll gain: Debugging, HTML and CSS, Web Development, Mobile Development, Database Application, Responsive Web Design, Real Time Data, User Interface (UI) Design, Secure Coding, Javascript, Data Storage Technologies

    Intermediate · Course · 1 - 4 Weeks

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    Packt

    Unreal Engine 5 - The Intermediate Course

    Skills you'll gain: Unreal Engine, Data Structures, 3D Assets, Game Design, 3D Modeling, Virtual Environment, Data Store, Video Game Development, Animation and Game Design, Visualization (Computer Graphics), Data Management, Object Oriented Programming (OOP), Scripting, Scalability, Event-Driven Programming, Software Design, Debugging, Performance Tuning

    Intermediate · Specialization · 1 - 3 Months

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    H2O.ai

    H2O Wave Starter Course

    Skills you'll gain: LLM Application, Application Development, AI Enablement, User Interface (UI), Development Environment, Interactive Design, Cloud Deployment, Generative AI, Python Programming, Application Frameworks, Open Source Technology

    Intermediate · Course · 1 - 3 Months

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    Northeastern University

    Computation and Visualization for Analytics Part 1

    Skills you'll gain: Data Storytelling, Interactive Data Visualization, Data Visualization Software, Matplotlib, Data Preprocessing, Pandas (Python Package), Scatter Plots, Data Cleansing, Data Integration, Data Transformation, Big Data, Programming Principles, Python Programming

    Build toward a degree

    Mixed · Course · 1 - 3 Months

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

  • Data Warehousing and Integration Part 1: Northeastern University
  • Human Excellence in the AI Age, Part 2: A Soft Skills Course: University of Virginia Darden School Foundation
  • GenAI for Healthcare Ethics: Coursera
  • Optimizing Cost with Google Cloud Storage: Google Cloud
  • OpenSUSE Linux OS Fundamentals: EDUCBA
  • Advanced Agile for Product Managers: Scaling Agile Teams: Coursera
  • Decoding BFSI: Key Segments and Functions in Finance: Board Infinity
  • Introduction to Website Development Technologies: Packt
  • Build a Mobile App with Firebase: Scrimba
  • Unreal Engine 5 - The Intermediate Course: Packt

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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