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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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    STARWEAVER

    Safety Essentials for a Productive Workforce

    Skills you'll gain: Safety Training, Safety Standards, Accident Prevention, Occupational Health, Injury Prevention, Lifting Ability, Hazard Communication (HazCom), Electrical Safety, Personal protective equipment, Productivity, Compliance Management, Risk Analysis, Quality Assessment, Self-Awareness

    Beginner · Course · 1 - 4 Weeks

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    Google Cloud

    생성형 AI: 기본 개념 이해

    Skills you'll gain: Generative AI, Responsible AI, Generative Model Architectures, AI Security, Google Cloud Platform, Unstructured Data, AI Integrations, Artificial Intelligence and Machine Learning (AI/ML), Large Language Modeling, Model Training, Machine Learning

    Beginner · Course · 1 - 4 Weeks

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    Packt

    Introduction to Python and Google Colab Fundamentals

    Skills you'll gain: Data Structures, Python Programming, Programming Principles, Computer Programming, Program Development, Object Oriented Programming (OOP), Scripting, Scripting Languages, Computational Logic, Jupyter

    Beginner · Course · 1 - 4 Weeks

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    Coursera

    Advanced Architectures in Embedded Software Design

    Skills you'll gain: Real-Time Operating Systems, Embedded Software, Software Architecture, Code Reusability, Embedded Systems, Memory Management, Systems Architecture, Software Design, Software Design Patterns, Performance Tuning, Secure Coding, Scalability, Data Sharing

    Intermediate · Course · 1 - 4 Weeks

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    Northeastern University

    Database to AI: Practical Data Analytics Integration

    Skills you'll gain: Database Management Systems, Data Modeling, Databases, Database Design, Database Systems, Database Management, Database Theory, Big Data, Unified Modeling Language, Database Architecture and Administration, Data Integration, Data Storage Technologies, Data Management, Apache Hadoop, Apache Spark, Conceptual Design

    Mixed · Course · 1 - 4 Weeks

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    Packt

    Emotional Intelligence for Leaders and Managers

    Skills you'll gain: Active Listening, Trustworthiness, Drive Engagement, Compassion, Workplace inclusivity, Diversity and Inclusion, Organizational Leadership, Strategic Leadership, Leadership Development, Diversity Awareness, Leadership and Management, Empathy & Emotional Intelligence, Emotional Intelligence, Team Building, Empathy, Teamwork, Self-Awareness, Empowerment, Leadership, Culture Transformation

    Mixed · Course · 3 - 6 Months

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    Skillshare

    Graphic Design Theory - Hierarchy

    Skills you'll gain: Graphic and Visual Design, Graphic Design, Layout Design, Visual Design, Design, Design Elements And Principles, Design Strategies, Visual Storytelling

    Beginner · Course · 1 - 4 Weeks

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    Coursera

    Ethical Governance & Risk in Agentic AI

    Skills you'll gain: Responsible AI, Case Studies, Governance, Compliance Management, Agentic systems, Program Implementation, Governance Risk Management and Compliance, Regulatory Compliance, Artificial Intelligence, Accountability Frameworks, Risk Analysis, Risk Management Framework, Regulatory Requirements, Business Ethics, Risk Management, Accountability

    Intermediate · Course · 1 - 4 Weeks

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    Board Infinity

    Scrum Fundamentals and Industry Planning Techniques

    Skills you'll gain: Sprint Planning, Sprint Retrospectives, Agile Methodology, Backlogs, Agile Project Management, Estimation, Capacity Planning, Project Estimation, Coordinating, Meeting Facilitation, Dependency Analysis, Goal Setting, Capacity Management, Cross-Functional Team Leadership, Collaboration, Stakeholder Management, Team Building, Risk Mitigation

    Beginner · Course · 1 - 4 Weeks

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    Packt

    Generative AI Art For Beginners

    Skills you'll gain: Prompt Engineering, Generative AI, Prompt Patterns, AI powered creativity, Visual Storytelling, Prompt Engineering Tools, AI literacy, Artificial Intelligence, Image Analysis, Natural Language Processing, Machine Learning

    Beginner · Course · 1 - 4 Weeks

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    Birla Institute of Technology & Science, Pilani

    Software Design Principles

    Skills you'll gain: Object Oriented Design, Software Architecture, Software Design, Software Design Patterns, Object Oriented Programming (OOP), Software Development Life Cycle, Software Development, Software Engineering, Maintainability, Systems Architecture, Program Development, Service Oriented Architecture, Technical Design, Web Services, Model View Controller, Event-Driven Programming, User Interface (UI), Distributed Computing

    Build toward a degree

    Intermediate · Course · 1 - 3 Months

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    Packt

    Vector Databases Deep Dive

    Skills you'll gain: Database Systems, Database Management Systems, Database Theory, Databases, Data Storage Technologies, Dimensionality Reduction, Artificial Intelligence and Machine Learning (AI/ML), Algorithms

    Intermediate · Course · 1 - 3 Months

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

  • Safety Essentials for a Productive Workforce: STARWEAVER
  • 생성형 AI: 기본 개념 이해: Google Cloud
  • Introduction to Python and Google Colab Fundamentals: Packt
  • Advanced Architectures in Embedded Software Design: Coursera
  • Database to AI: Practical Data Analytics Integration: Northeastern University
  • Emotional Intelligence for Leaders and Managers: Packt
  • Graphic Design Theory - Hierarchy: Skillshare
  • Ethical Governance & Risk in Agentic AI: Coursera
  • Scrum Fundamentals and Industry Planning Techniques: Board Infinity
  • Generative AI Art For Beginners: 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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