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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

    Spring WebFlux: Build Scalable Reactive Web Apps

    Skills you'll gain: Spring Framework, Software Architecture, Microservices, Cloud Applications, Event-Driven Programming, Java Programming, Restful API, Performance Tuning, MongoDB, Web Applications, Scalability, Real Time Data, Resilience, Integration Testing, Performance Management, Debugging

    Intermediate · Course · 1 - 4 Weeks

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    Duke University

    Negotiating with Impact Investors

    Skills you'll gain: Due Diligence, Contract Negotiation, Strategic Partnership, Negotiation, Social Impact, Environmental Social And Corporate Governance (ESG), Value Propositions, Fundraising, Entrepreneurship, Storytelling, Investments, Entrepreneurial Finance, Investment Management, Capital Markets, Financial Market, Finance, International Finance, Financial Management, Business Strategy, Business Management

    Beginner · Course · 1 - 4 Weeks

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    Packt

    End User Security Awareness

    Skills you'll gain: Malware Protection, Computer Security Awareness Training, Cybersecurity, Security Awareness, Data Security, Network Security, Human Factors (Security), Personally Identifiable Information, Email Security, Wireless Networks, User Accounts

    Beginner · Course · 1 - 4 Weeks

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    Banco Interamericano de Desarrollo

    Perspectives in Digital Transformation: Manufacturing

    Skills you'll gain: Digital Transformation, Manufacturing Operations, Business Transformation, Sustainable Business, Sustainability Standards, Operational Efficiency, Business Technologies, Technology Roadmaps, Needs Assessment, Technology Solutions, Emerging Technologies, Market Opportunities

    Beginner · Course · 1 - 4 Weeks

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    Skillshare

    Cinematography & Videography Guide: Audio & Story

    Skills you'll gain: Videography, Video Production, Photo/Video Production and Technology, Cinematography, Post-Production, Storytelling, Podcasting, Content Creation, Music

    Beginner · Course · 1 - 4 Weeks

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    Packt

    Automating Image Creation with HashiCorp Packer for DevOps

    Skills you'll gain: Terraform, Debugging, Infrastructure as Code (IaC), GitLab, Devops Tools, Multi-Cloud, CI/CD, Containerization, Ansible, Cloud Platforms, Amazon Web Services, Software Installation, Configuration Management, Command-Line Interface

    Intermediate · Course · 1 - 3 Months

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    Google Cloud

    Migrating to AlloyDB from PostgreSQL Using PostgreSQL Tools

    Skills you'll gain: Data Migration, PostgreSQL, Database Management, Google Cloud Platform, Data Validation, Data Import/Export, Public Cloud

    Beginner · Project · Less Than 2 Hours

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    Board Infinity

    Mastering Usability Testing: Techniques and Best Practices

    Skills you'll gain: Usability Testing, Software Testing, Software Quality (SQA/SQC), Test Planning, Human Centered Design, User Experience Design, Technical Communication, User Research, UI/UX Research, User Interface (UI), Web Content Accessibility Guidelines, Stakeholder Engagement

    Advanced · Course · 1 - 4 Weeks

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    Board Infinity

    Administering VMware vSphere: Setup and Configuration

    Skills you'll gain: vSphere Networking and Storage, Virtual Networking, vCenter Server Management, Role-Based Access Control (RBAC), vCenter Server, VMware ESX Servers, iSCSI Configuration, Event Monitoring, Virtual Machines, Virtualization, System Monitoring, Data Storage

    Beginner · Course · 1 - 4 Weeks

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    Coursera

    Cybersecurity Strategies for AI-Driven Organizations

    Skills you'll gain: Threat Modeling, Responsible AI, Cyber Threat Intelligence, MITRE ATT&CK Framework, Cyber Security Strategy, Data Ethics, Cybersecurity, Threat Management, Threat Detection, Vulnerability Assessments, Data Security, Incident Response, Tensorflow

    Intermediate · Course · 1 - 4 Weeks

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    EDUCBA

    Master Java Spring Framework: Build Web Apps

    Skills you'll gain: Object-Relational Mapping, Spring Framework, Hibernate (Java), Apache Maven, Model View Controller, Relational Databases, Database Design, MySQL, Web Applications, Java Platform Enterprise Edition (J2EE), Java, Full-Stack Web Development, Database Development, Application Frameworks, Back-End Web Development, Authentications, Object Oriented Design, Object Oriented Programming (OOP), Application Development, Software Design Patterns

    Beginner · Specialization · 1 - 3 Months

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    SkillUp

    GenAI-Assisted Development and Code Quality

    Skills you'll gain: Software Architecture, Integrated Development Environments, Code Review, AI Workflows, Software Design, Python Programming, Version Control, Java Programming

    Intermediate · Course · 1 - 3 Months

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

  • Spring WebFlux: Build Scalable Reactive Web Apps: Coursera
  • Negotiating with Impact Investors: Duke University
  • End User Security Awareness: Packt
  • Perspectives in Digital Transformation: Manufacturing: Banco Interamericano de Desarrollo
  • Cinematography & Videography Guide: Audio & Story: Skillshare
  • Automating Image Creation with HashiCorp Packer for DevOps: Packt
  • Migrating to AlloyDB from PostgreSQL Using PostgreSQL Tools: Google Cloud
  • Mastering Usability Testing: Techniques and Best Practices: Board Infinity
  • Administering VMware vSphere: Setup and Configuration: Board Infinity
  • Cybersecurity Strategies for AI-Driven Organizations: Coursera

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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