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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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    Illinois Tech

    Systems Integration - Bachelor's

    Skills you'll gain: DevSecOps, DevOps, User Centered Design, Usability, Systems Integration, Continuous Delivery, Systems Development, Devops Tools, Systems Analysis, System Implementation, Human Centered Design, Continuous Integration, Application Security, Information Systems, Software Development, CI/CD, Secure Coding, Security Testing, User Feedback, Database Management Systems

    Build toward a degree

    Intermediate · Course · 1 - 3 Months

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    LearnQuest

    Securing the IoT Landscape: From Inception to Architecture

    Skills you'll gain: Threat Modeling, IT Security Architecture, Cloud Security, Internet Of Things, Vulnerability Management, Incident Response, Identity and Access Management, Threat Management, Computer Security Incident Management, Intrusion Detection and Prevention, Penetration Testing, Network Security, Security Controls, Security Testing, Cloud Computing, Threat Detection, Incident Management, Cloud Deployment, Authentications

    Intermediate · Course · 1 - 4 Weeks

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    Packt

    Digital Note-Making for Creative Thinking with Obsidian

    Skills you'll gain: Brainstorming, Creative Thinking, Creativity, Information Management, Document Management, Content Management, Knowledge Transfer, Lifelong Learning, AI powered creativity, Creative Problem-Solving, Information Architecture, File Management, Systems Thinking, Critical Thinking, Productivity Software, AI literacy, Organizational Skills, Productivity, Writing and Editing, Development Environment

    Beginner · Course · 1 - 3 Months

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    Coursera

    Creating Service Innovation Culture in Public Sector

    Skills you'll gain: Service Improvement, Innovation, Continuous Improvement Process, Change Management, Organizational Change, Customer experience improvement, Strategic Planning, Culture Transformation, Public Administration, Organizational Strategy, Social and Human Services, Public Policies, Case Studies, Strategic Thinking, Technology Strategies, Digital Transformation, Self Service Technologies, Technology Solutions

    Beginner · Course · 1 - 4 Weeks

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    Coursera

    Validating Your Startup Idea with MVP Experiment Canvas

    Skills you'll gain: Target Market, Target Audience, Customer Analysis, Market Opportunities, Entrepreneurship, Value Propositions, Performance Metric, Process Validation, Performance Measurement, Risk Analysis, Strategic Decision-Making, Business Modeling, Feasibility Studies, Business Analysis, Data-Driven Decision-Making, New Product Development, Case Studies, Innovation, FinTech, Leadership

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    Rating, 4.6 out of 5 stars
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    7 reviews

    Intermediate · Guided Project · Less Than 2 Hours

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    Packt

    A Detailed Guide to the OWASP Top 10

    Skills you'll gain: Open Web Application Security Project (OWASP), API Design, Application Programming Interface (API), Application Security, Secure Coding, Security Controls, Vulnerability Assessments, Authorization (Computing), Hardening, Cryptographic Protocols, Cryptography, Authentications, Exploitation techniques

    Intermediate · Course · 1 - 4 Weeks

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    Packt

    Introduction to Data Structures and Algorithmic Foundations

    Skills you'll gain: Data Structures, Algorithms, Computational Thinking, Programming Principles, Theoretical Computer Science, Software Engineering, Computer Programming, Performance Tuning

    Intermediate · Course · 1 - 3 Months

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    Packt

    AWS Billing, Support, and Final Exam Prep

    Skills you'll gain: Infrastructure as Code (IaC), Amazon Web Services, AWS Identity and Access Management (IAM), Data Integration, IT Automation, Cloud Security, Billing, Expense Management, Cloud-Based Integration, Security Controls, Cost Management, Technical Support, Technical Support and Services, Regulatory Compliance, System Support, Product Support, Compliance Management, Analytics, Artificial Intelligence and Machine Learning (AI/ML), Network Troubleshooting

    Intermediate · Course · 1 - 4 Weeks

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    Packt

    TLS & HTTPS Explained – Visualizations & Localhost Setup

    Skills you'll gain: Network Security, Data Security, Server Side, Emerging Technologies, Quantum computing

    Intermediate · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
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    Dassault Systèmes

    xDesign Feature Patterns and Sweeps

    Skills you'll gain: SolidWorks (CAD), Technical Design, Design Software, Computer-Aided Design, 3D Modeling

    5
    Rating, 5 out of 5 stars
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    6 reviews

    Beginner · Course · 1 - 4 Weeks

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    EDUCBA

    Implement Scalable Infrastructure Using Ansible

    Skills you'll gain: Ansible, Scalability, DevOps, Infrastructure as Code (IaC), Infrastructure Architecture, IT Automation, Devops Tools, Cloud Infrastructure, Systems Design, Application Deployment, Systems Architecture, IT Infrastructure, YAML, Web Servers, Configuration Management, Software Installation

    Beginner · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
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    Codio

    Java: Non-Linear Data Structures

    Skills you'll gain: Data Structures, Graph Theory, Algorithms, Java Programming, Java, Data Management, Secure Coding, Theoretical Computer Science, Performance Tuning, Computer Programming

    Intermediate · Course · 1 - 4 Weeks

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

  • Systems Integration - Bachelor's: Illinois Tech
  • Securing the IoT Landscape: From Inception to Architecture: LearnQuest
  • Digital Note-Making for Creative Thinking with Obsidian: Packt
  • Creating Service Innovation Culture in Public Sector: Coursera
  • Validating Your Startup Idea with MVP Experiment Canvas: Coursera
  • A Detailed Guide to the OWASP Top 10: Packt
  • Introduction to Data Structures and Algorithmic Foundations: Packt
  • AWS Billing, Support, and Final Exam Prep: Packt
  • TLS & HTTPS Explained – Visualizations & Localhost Setup: Packt
  • xDesign Feature Patterns and Sweeps: Dassault Systèmes

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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