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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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    Coursera

    GenAI for Cloud Support Associates

    Skills you'll gain: Responsible AI, Generative AI, AI literacy, Google Cloud Platform, System Support, Data Ethics, Model Evaluation, Strategic Planning

    Intermediate · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    P

    Packt

    Blender 4 Modeling and Geometry Node Workshop

    Skills you'll gain: 3D Modeling, 3D Assets, Post-Production, Computer Graphic Techniques, Computer Graphics, Virtual Environment, Visualization (Computer Graphics), File Management, Architectural Design, Model Optimization, Architecture and Construction, Graphical Tools, Image Quality, Design, Design Elements And Principles

    Intermediate · Specialization · 3 - 6 Months

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    Board Infinity

    Advanced Google Analytics 4: Optimization and Attribution

    Skills you'll gain: Google Analytics, Looker (Software), Marketing Analytics, Data-Driven Marketing, Web Analytics, Marketing Budgets, Google Ads, Marketing Automation, Campaign Management, Data Governance, Data Integrity, Digital Analysis, Data Presentation, Marketing Effectiveness, Marketing Channel, Data Storytelling, AI Personalization, Data Integration, Personalized Campaigns, Presentations

    Advanced · Course · 1 - 4 Weeks

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    Packt

    Introduction to Website Development Technologies

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

    Beginner · Course · 1 - 3 Months

  • Status: Free Trial
    Free Trial
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    University of Colorado Boulder

    BiteSize Python for Absolute Beginners: Flow Controls

    Skills you'll gain: Python Programming, Programming Principles, Code Reusability, Computational Logic, Computational Thinking

    Beginner · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
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    Board Infinity

    Java EE Essentials: Best Practices for Enterprise Solutions

    Skills you'll gain: Java Platform Enterprise Edition (J2EE), Application Performance Management, Software Design Patterns, Java, Enterprise Architecture, Java Programming, Enterprise Application Management, Secure Coding, Software Design, Model View Controller, System Monitoring, Security Controls, Software Architecture, Application Security, Maintainability, Application Frameworks, Programming Principles, Authorization (Computing), Authentications, Program Development

    Intermediate · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
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    Whizlabs

    Microsoft Compliance Solutions Capabilities

    Skills you'll gain: Compliance Management, Microsoft 365, Threat Management, Compliance Auditing, Microsoft Azure, Governance Risk Management and Compliance, Data Governance, Cloud Security, Records Management, Litigation Support, Data Management, Infrastructure Security, Document Management, Data Loss Prevention, Cyber Risk, Personally Identifiable Information, Information Privacy, General Data Protection Regulation (GDPR), Threat Detection, Risk Management

    Intermediate · Course · 1 - 4 Weeks

  • Status: New
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    Edureka

    System Integration, UI & Performance Testing

    Skills you'll gain: Browser Compatibility, Performance Testing, Security Testing, Integration Testing, System Testing, API Testing, Software Testing, User Acceptance Testing (UAT), Performance Stress Testing, Acceptance Testing, Test Tools, Application Security, Test Automation, Responsive Web Design, Web Applications, Docker (Software), User Interface (UI), Python Programming

    Beginner · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
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    Packt

    Advanced Apple Platform Security, Integrations, & Management

    Skills you'll gain: Knowledge of Apple Software, Apple Service Certification, Application Lifecycle Management, Endpoint Security, Knowledge of Apple Hardware, Release Management

    Advanced · Course · 1 - 3 Months

  • Status: New
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    Packt

    PowerPoint Data Viz – Business Charting Techniques

    Skills you'll gain: Data Visualization, Microsoft PowerPoint, Data Storytelling, Diagram Design, Trend Analysis

    Intermediate · Course · 3 - 6 Months

  • Status: New
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    Status: Free Trial
    Free Trial
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    Coursera

    Automate, Analyze, and Evaluate ML Experiments

    Skills you'll gain: MLOps (Machine Learning Operations), Model Evaluation, Key Performance Indicators (KPIs), Business Metrics, Performance Analysis, Apache Airflow, Performance Measurement, Responsible AI, Test Execution Engine, Performance Metric, Test Automation, Verification And Validation, Content Performance Analysis, Automation, Statistical Methods, Quality Assessment, Gap Analysis, Cost Benefit Analysis, Research Design, Quantitative Research

    Intermediate · Course · 1 - 4 Weeks

  • Status: New
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    Status: Free Trial
    Free Trial
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    Coursera

    Unlock Multimodal Search

    Skills you'll gain: Vector Databases, Image Analysis, Applied Machine Learning, Embeddings, Docker (Software), Data Import/Export, Containerization, Retrieval-Augmented Generation, Query Languages, Model Evaluation, Database Design, Data Modeling, Verification And Validation

    Intermediate · Course · 1 - 4 Weeks

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

  • GenAI for Cloud Support Associates: Coursera
  • Blender 4 Modeling and Geometry Node Workshop: Packt
  • Advanced Google Analytics 4: Optimization and Attribution: Board Infinity
  • Introduction to Website Development Technologies: Packt
  • BiteSize Python for Absolute Beginners: Flow Controls: University of Colorado Boulder
  • Java EE Essentials: Best Practices for Enterprise Solutions: Board Infinity
  • Microsoft Compliance Solutions Capabilities: Whizlabs
  • System Integration, UI & Performance Testing: Edureka
  • Advanced Apple Platform Security, Integrations, & Management: Packt
  • PowerPoint Data Viz – Business Charting Techniques: 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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