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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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    EDUCBA

    Analyze Financial Markets with Technical Analysis

    Skills you'll gain: Portfolio Risk

    Beginner · Course · 1 - 4 Weeks

  • G

    Google Cloud

    Responsible AI: Interpretability & Transparency - Deutsch

    Skills you'll gain: Responsible AI, Model Evaluation, Data Analysis, AI Enablement, Data Visualization, Artificial Intelligence, Machine Learning

    Intermediate · Course · 1 - 4 Weeks

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    Red Hat

    Open Practices for your DevOps Journey

    Skills you'll gain: Digital Transformation, DevOps, Agile Product Development, Agile Methodology, Product Development, Team Building, Team Oriented, Meeting Facilitation, Technical Management, Continuous Improvement Process, Prioritization

    Beginner · Course · 1 - 3 Months

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    Technical University of Munich (TUM)

    Eco-Tech: Exploring IT's Impact on a Sustainable Future

    Skills you'll gain: Sustainable Business, Environmental Social And Corporate Governance (ESG), Sustainable Technologies, Sustainability Reporting, Corporate Sustainability, Climate Change Mitigation, Sustainable Development, Sustainable Design, Environmental Science, Information Technology, Artificial Intelligence, Hardware Design, Innovation

    Intermediate · Course · 1 - 3 Months

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    Packt

    Spring Boot Microservices with Spring Cloud!

    Skills you'll gain: Application Deployment, Software As A Service, Distributed Computing, Service Oriented Architecture, Cloud Computing Architecture, Application Development

    Intermediate · Course · 3 - 6 Months

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    University of California, Santa Cruz

    Agile Software Development with Python: TDD and BDD

    Skills you'll gain: Software Development Life Cycle, Agile Project Management, Collaborative Software, Software Development, System Testing, Acceptance Testing, Test Case, Python Programming, Cloud Management, Computer Science

    Beginner · Course · 1 - 3 Months

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    Coursera

    Automate AI Anomaly Detection & Response

    Skills you'll gain: Anomaly Detection, Microsoft Azure, Event Monitoring, Application Performance Management, Time Series Analysis and Forecasting, Generative AI, Query Languages, Data Integration, Process Optimization, Data Analysis, User Feedback

    Intermediate · Course · 1 - 4 Weeks

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    EDUCBA

    Houdini FX: Model, Animate & Optimize 3D Workflows

    Skills you'll gain: 3D Modeling, Animations, 3D Assets, Computer Graphics, User Interface (UI), Scripting

    Mixed · Course · 1 - 3 Months

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    Coursera

    Master Java Build Tools for ML Projects

    Skills you'll gain: Build Tools, CI/CD, Software Development Tools, Java, Gradle, Apache Maven, MLOps (Machine Learning Operations), Package and Software Management, Dependency Analysis

    Advanced · Course · 1 - 4 Weeks

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    Skillshare

    Blender for Filmmakers: Turn 2D Photos into 3D Scenes

    Skills you'll gain: 3D Modeling, Animation and Game Design, Motion Graphics, Adobe After Effects, Computer Graphics, Post-Production, Cinematography, Video Production

    Intermediate · Course · 1 - 4 Weeks

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    Packt

    Intermediate Python – Libraries, Tools & Practical Projects

    Skills you'll gain: NumPy, Pandas (Python Package), Image Analysis, Data Manipulation, Matplotlib, Computer Vision, Data Analysis, Interactive Data Visualization, Python Programming, Data Visualization, JSON, Dashboard, Data Visualization Software, Jupyter, Web Applications

    Intermediate · Course · 1 - 3 Months

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    AI CERTs

    Bitcoin for Leaders

    Skills you'll gain: Blockchain, Law, Regulation, and Compliance, Regulatory Compliance, Technology Strategies, Business Strategies, Business Transformation, Financial Regulation, FinTech, Leadership, Payment Systems, Strategic Leadership, Digital Assets, Emerging Technologies, Software Development, Cryptography, Cryptographic Protocols, Distributed Computing, Business Analysis, Encryption, Market Dynamics

    Intermediate · Course · 1 - 3 Months

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

  • Analyze Financial Markets with Technical Analysis: EDUCBA
  • Responsible AI: Interpretability & Transparency - Deutsch: Google Cloud
  • Open Practices for your DevOps Journey: Red Hat
  • Eco-Tech: Exploring IT's Impact on a Sustainable Future: Technical University of Munich (TUM)
  • Spring Boot Microservices with Spring Cloud!: Packt
  • Agile Software Development with Python: TDD and BDD: University of California, Santa Cruz
  • Automate AI Anomaly Detection & Response: Coursera
  • Houdini FX: Model, Animate & Optimize 3D Workflows: EDUCBA
  • Master Java Build Tools for ML Projects: Coursera
  • Blender for Filmmakers: Turn 2D Photos into 3D Scenes: Skillshare

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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