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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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    Packt

    Scalable DevOps with CI/CD and Observability in the Cloud

    Skills you'll gain: Infrastructure as Code (IaC), Terraform, Cloud-Native Computing, Serverless Computing, Kubernetes, DevOps, Cloud Deployment, CI/CD, Scalability, Microservices, Application Deployment, Prometheus (Software), System Monitoring, Distributed Computing, Docker (Software), Grafana, GitHub

    Intermediate · Course · 1 - 3 Months

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    Packt

    .NET 8 Microservices – DDD, CQRS & Clean Architecture

    Skills you'll gain: Microservices, Docker (Software), Containerization, API Gateway, Redis, API Design, ASP.NET, .NET Framework, Software Architecture, Microsoft Visual Studio, Software Design Patterns, Cloud-Native Computing, Restful API, C# (Programming Language), Web Services, Application Programming Interface (API), Event-Driven Programming, Integration Testing, Scalability, Web Development

    Intermediate · Specialization · 3 - 6 Months

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    Siemens

    Introduction to the Industrial Metaverse (IMV)

    Skills you'll gain: Business Transformation, Digital Transformation, Asset Management, Information Technology Operations, Cloud Computing

    Beginner · Course · 1 - 3 Months

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    Coursera

    Data Pipeline Engineering & Analytics

    Skills you'll gain: Dashboard, Data Preprocessing, Apache Airflow, Star Schema, Data Storytelling, Process Mapping, Extract, Transform, Load, Data Transformation, SQL, Data Pipelines, JSON, Apache Kafka, Data Warehousing, Data Modeling, Pandas (Python Package), Business Intelligence, Data Validation, Data Quality, Performance Improvement, Python Programming

    Intermediate · Specialization · 3 - 6 Months

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    Packt

    A CISO Guide to Cyber Resilience

    Skills you'll gain: Cyber Security Strategy, Endpoint Security, Zero Trust Network Access, Cybersecurity, Cyber Governance, Cyber Attacks, Incident Response, Incident Management, Cyber Security Policies, Security Management, Identity and Access Management, Disaster Recovery, Cyber Risk, AI Security, Data Security, Cyber Threat Hunting, Business Continuity Planning, Enterprise Security, Security Controls, Security Awareness

    Intermediate · Course · 3 - 6 Months

  • Status: Free Trial
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    University of Pennsylvania

    Introduction to Programming with Python and Java

    Skills you'll gain: File I/O, Matplotlib, Object Oriented Design, Java, Object Oriented Programming (OOP), Data Analysis, Unit Testing, Pandas (Python Package), Java Programming, Eclipse (Software), Application Development, Data Visualization, Data Structures, Data Science, Data Cleansing, Debugging, Programming Principles, Computer Programming Tools, Python Programming, Computer Programming

    4.5
    Rating, 4.5 out of 5 stars
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    1.9K reviews

    Beginner · Specialization · 3 - 6 Months

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    Stanford University

    Social and Economic Networks: Models and Analysis

    Skills you'll gain: Social Network Analysis, Network Analysis, Sociology, Socioeconomics, Economics, Policy, and Social Studies, Game Theory, Mathematical Modeling, Statistical Modeling, Markov Model, Bayesian Statistics, Probability, Simulations

    4.8
    Rating, 4.8 out of 5 stars
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    758 reviews

    Advanced · Course · 1 - 3 Months

  • Status: Free Trial
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    University of California, Irvine

    Virtual Teacher

    Skills you'll gain: Peer Review, Instructional Design, Education Software and Technology, Parent Communication, Instructional Strategies, Student Engagement, Learning Management Systems, Student Support and Services, Course Development, Collaborative Software, Curriculum Development, Blended Learning, Digital pedagogy, Educational Materials, Community Development, Classroom Management, Teaching, Performance Testing, Collaboration, Planning

    4.6
    Rating, 4.6 out of 5 stars
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    2.4K reviews

    Beginner · Specialization · 3 - 6 Months

  • Status: Preview
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    Yale University

    Introduction to Medical Software

    Skills you'll gain: Clinical Trials, Software Development Life Cycle, Medical Devices, Systems Development, Usability, Medical Privacy, Regulatory Affairs, Verification And Validation, Human Factors, Regulatory Requirements, Quality Management Systems, Risk Management, Medical Management, User Interface (UI), Software Design, Healthcare Project Management, Software Testing, Entrepreneurship, Artificial Intelligence and Machine Learning (AI/ML), User Research

    4.8
    Rating, 4.8 out of 5 stars
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    282 reviews

    Intermediate · Course · 3 - 6 Months

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    Packt

    Apache Maven Essentials for Build Automation

    Skills you'll gain: Apache Maven, Build Tools, Software Configuration Management, Continuous Integration, Integrated Development Environments, Java Programming, Dependency Analysis, Automation, Java, Product Lifecycle Management, Software Versioning

    Intermediate · Course · 1 - 3 Months

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    Creo Incubator

    Negotiations For Leaders

    Skills you'll gain: Negotiation, Leadership, Stakeholder Management, Change Management, Communication, Influencing, Business Communication, Persuasive Communication, Active Listening, Behavioral Economics, Strategic Communication, Organizational Strategy, Decision Making, Assertiveness, Self-Awareness

    Beginner · Course · 1 - 4 Weeks

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    Coursera

    Agile Principles and Scrum Roles

    Skills you'll gain: Scrum (Software Development), Team Building, Team Management, Backlogs, Agile Project Management, Agile Methodology, Sprint Retrospectives, Team Leadership, Sprint Planning, User Story, Cross-Functional Collaboration, Case Studies, Project Management, Resilience

    Beginner · Course · 1 - 4 Weeks

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

  • Scalable DevOps with CI/CD and Observability in the Cloud: Packt
  • .NET 8 Microservices – DDD, CQRS & Clean Architecture: Packt
  • Introduction to the Industrial Metaverse (IMV): Siemens
  • Data Pipeline Engineering & Analytics: Coursera
  • A CISO Guide to Cyber Resilience: Packt
  • Introduction to Programming with Python and Java: University of Pennsylvania
  • Social and Economic Networks: Models and Analysis: Stanford University
  • Virtual Teacher: University of California, Irvine
  • Introduction to Medical Software: Yale University
  • Apache Maven Essentials for Build Automation: 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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