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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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    Coursera

    Code Generation with Amazon Q

    Skills you'll gain: AI Integrations, Amazon Web Services, Code Review, AI Workflows, Integrated Development Environments, Software Development Tools, Software Development, Development Environment, Automation, Debugging

    Intermediate · Course · 1 - 4 Weeks

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    Packt

    Securing Industrial Control and Safety Instrumented Systems

    Skills you'll gain: Risk Management, Risk Management Framework, Infrastructure Security, Threat Modeling, Information Systems Security, Cyber Engineering, Security Controls, Security Engineering, Security Architecture Review, Security Requirements Analysis, Safety and Security, Cybersecurity, Cyber Security Strategy, Cyber Risk, Vulnerability Assessments, Cyber Security Policies, Cyber Security Assessment, Cyber Governance, Industrial Design, Human Machine Interfaces

    Beginner · Course · 1 - 3 Months

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    EDUCBA

    Build and Apply Java Hibernate CRUD Applications

    Skills you'll gain: Hibernate (Java), Object-Relational Mapping, Data Validation, Package and Software Management, User Interface (UI), Database Application, Relational Databases, Database Development, Java Programming, Development Environment, Java, Data Modeling, Java Platform Enterprise Edition (J2EE), Application Development, User Interface (UI) Design, Verification And Validation, Data Persistence, Data Integrity, Transaction Processing

    Beginner · Course · 1 - 4 Weeks

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    Packt

    Agile Masterclass: Agile for Project Management

    Skills you'll gain: Agile Software Development, Agile Project Management, Agile Methodology, Scrum (Software Development), Kanban Principles, Software Development Methodologies, Project Estimation, Sprint Planning, Estimation, Backlogs, Sprint Retrospectives, Project Management, Workflow Management, Software Development, Continuous Improvement Process

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    Rating, 4.7 out of 5 stars
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    9 reviews

    Beginner · Course · 1 - 3 Months

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    Coursera

    Resilience: Grow Through Collaboration and Reflection

    Skills you'll gain: Resilience, Collaboration, Team Collaboration, Teamwork, Self-Awareness, Mentorship

    Beginner · Course · 1 - 4 Weeks

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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, Sustainable Technologies, Sustainability Reporting, Corporate Sustainability, Climate Change Programs, Climate Change Mitigation, Sustainable Development, Environment, Sustainable Design, Environmental Science, Business Modeling, Information Technology, Artificial Intelligence, Hardware Design

    Intermediate · Course · 1 - 3 Months

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    Coursera

    PCB/CAD Design – DFM & DFT Considerations

    Skills you'll gain: Hardware Design, Electronics Engineering, Computer-Aided Design, Electronic Components, Technical Design, Design Software

    Intermediate · Course · 1 - 4 Weeks

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    University of Maryland, College Park

    Program Management Fundamentals: Driving Strategic Change

    Skills you'll gain: Stakeholder Engagement, Program Management, Stakeholder Management, Change Management, Stakeholder Communications, Leadership Development, Strategic Leadership, Product Roadmaps, Leadership, Organizational Change, Organizational Strategy, Project Management Office (PMO), Business Transformation, Program Implementation, Culture Transformation, Project Management, Project Management Life Cycle, Strategic Planning, Program Standards, Solution Delivery

    4.5
    Rating, 4.5 out of 5 stars
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    12 reviews

    Beginner · Course · 1 - 3 Months

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    University of Minnesota

    Exploratory Analytics Project Ideation

    Skills you'll gain: Exploratory Data Analysis, Project Design, Data Mining, Ideation, Design Thinking, Analytical Skills, Analytics, Business Analytics, Business Analysis, Case Studies, Anomaly Detection

    Beginner · Course · 1 - 3 Months

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    LearnKartS

    AWS Tools and Services for AI

    Skills you'll gain: Prompt Engineering, Amazon Bedrock, Retrieval-Augmented Generation, Prompt Engineering Tools, Generative AI, Multimodal Prompts, Model Evaluation, Model Optimization, Generative Model Architectures, LLM Application, Amazon Web Services, Embeddings, Model Deployment, Artificial Intelligence and Machine Learning (AI/ML), Artificial Intelligence

    Intermediate · Course · 1 - 4 Weeks

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    EDUCBA

    Design and Build a .NET TV Serials Web Application

    Skills you'll gain: User Interface (UI), Application Lifecycle Management, Business Logic, User Interface (UI) Design, Systems Development Life Cycle, Frontend Integration, ASP.NET, Software Development Life Cycle, Back-End Web Development, Application Development, Application Deployment, .NET Framework, Application Design, Debugging, Web Applications, Web Development, Full-Stack Web Development, Functional Testing, Software Testing, Development Testing

    Beginner · Course · 1 - 4 Weeks

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    Institut Mines-Télécom

    Un carnet interculturel pour une mobilité universitaire

    Skills you'll gain: Intercultural Competence, Oral Comprehension, Active Listening, Cultural Sensitivity, Cultural Diversity, Diversity Awareness, Culture, Mediation, Multilingualism, Recognizing Others, Oral Expression, Journals, Social Skills, Storytelling, Language Learning, Peer Review, Emotional Intelligence, Creativity, Creative Thinking

    Beginner · Course · 3 - 6 Months

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

  • Code Generation with Amazon Q: Coursera
  • Securing Industrial Control and Safety Instrumented Systems: Packt
  • Build and Apply Java Hibernate CRUD Applications: EDUCBA
  • Agile Masterclass: Agile for Project Management: Packt
  • Resilience: Grow Through Collaboration and Reflection: Coursera
  • Eco-Tech: Exploring IT's Impact on a Sustainable Future: Technical University of Munich (TUM)
  • PCB/CAD Design – DFM & DFT Considerations: Coursera
  • Program Management Fundamentals: Driving Strategic Change: University of Maryland, College Park
  • Exploratory Analytics Project Ideation: University of Minnesota
  • AWS Tools and Services for AI: LearnKartS

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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