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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

    Cloud: Platform as a Service - Bachelor's

    Skills you'll gain: Serverless Computing, Containerization, Platform As A Service (PaaS), Cloud Security, Cloud Platforms, Cloud Services, Docker (Software), Information Management, Cloud Computing Architecture, Cloud Computing, Cloud Management, Cloud Hosting, Cloud Infrastructure, Cloud Solutions, Cloud Development, Cloud Deployment, Database Management Systems, Application Deployment, Database Management, Databases

    Build toward a degree

    Intermediate · Course · 1 - 3 Months

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    Pearson

    Generative AI for Developers: Unit 3

    Skills you'll gain: Prompt Engineering, ChatGPT, Prompt Engineering Tools, Prompt Patterns, Multimodal Prompts, Generative AI, OpenAI API, Generative Model Architectures, AI Integrations, AI Workflows, Tool Calling, AI powered creativity, AI Personalization, Data Analysis Software, Test Automation, File I/O

    Intermediate · Course · 1 - 4 Weeks

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    EDUCBA

    Apply React and Redux to Build a Photo Frame App

    Skills you'll gain: React Redux, React.js, UI Components, Frontend Integration, User Interface (UI), JavaScript Frameworks, Front-End Web Development, Scalability, Application Development, Web Applications, Development Environment, Web Development Tools, Javascript

    Beginner · Course · 1 - 4 Weeks

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    Packt

    Data Management and Applications

    Skills you'll gain: Mac OS, Knowledge of Apple Software, Data Management, File Management, Package and Software Management, File Systems, Unix Commands, Unix, Application Performance Management, Software Installation, Data Storage, Application Deployment, Data Security, Application Security, Disaster Recovery

    Intermediate · Course · 1 - 4 Weeks

  • Status: Free Trial
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    Packt

    Foundations of Information Security and Incident Handling

    Skills you'll gain: Computer Security Incident Management, Incident Response, Incident Management, Vulnerability Management, Risk Management Framework, Security Management, Threat Management, Risk Management, Disaster Recovery, Vulnerability Assessments, Cyber Attacks, Information Assurance, Digital Forensics, Cyber Security Policies, Cyber Risk, Security Controls

    Intermediate · Course · 1 - 4 Weeks

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    Packt

    The Complete Pentesting and Privilege Escalation Course

    Skills you'll gain: Penetration Testing, Exploitation techniques, Scenario Testing, Cybersecurity, Vulnerability Assessments, Linux Servers, Linux, Operating System Administration, Command-Line Interface, Linux Commands, Cryptography, File Management, Microsoft Windows

    Intermediate · Course · 1 - 3 Months

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    Coursera

    Portfolio and Industry Readiness for Agentic AI Architects

    Skills you'll gain: Agentic Workflows, Technical Communication, Agentic systems, Artificial Intelligence and Machine Learning (AI/ML), AI Security, Professional Development, Generative AI Agents, MLOps (Machine Learning Operations), Technical Documentation, Coaching, Technical Writing, Portfolio Management, Project Documentation, Problem Solving, Communication Strategies, GitHub

    Intermediate · Course · 1 - 4 Weeks

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    AI CERTs

    Responsible AI Principles

    Skills you'll gain: Responsible AI, Risking, Regulatory Compliance, Information Privacy, Data Security, Social Impact, Case Studies

    Beginner · Course · 1 - 3 Months

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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

  • Status: Free
    Free
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    Coursera

    Evaluate Employee Comprehension with Canvas

    Skills you'll gain: Discussion Facilitation, Developing Training Materials, Learning Management Systems, Employee Training, Training Programs, Test Tools, Training and Development, Education Software and Technology, Design, Leadership

    4.7
    Rating, 4.7 out of 5 stars
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    9 reviews

    Intermediate · Guided Project · Less Than 2 Hours

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    The Hong Kong University of Science and Technology

    AI Code Generation for Everyone

    Skills you'll gain: Prompt Engineering, Prompt Engineering Tools, Vibe coding, HTML and CSS, Web Design and Development, AI literacy, Generative AI, Web Development, Web Applications, Python Programming, Data Analysis, Data Mining, AI Workflows, Simulations, Debugging

    Beginner · Course · 1 - 3 Months

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    Arizona State University

    Professional Skills: Negotiation

    Skills you'll gain: Negotiation, Conflict Management, Collaboration, Communication, Problem Solving, Decision Making, Emotional Intelligence, Planning, Self-Awareness

    Beginner · Course · 1 - 3 Months

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

  • Cloud: Platform as a Service - Bachelor's: Illinois Tech
  • Generative AI for Developers: Unit 3: Pearson
  • Apply React and Redux to Build a Photo Frame App: EDUCBA
  • Data Management and Applications: Packt
  • Foundations of Information Security and Incident Handling: Packt
  • The Complete Pentesting and Privilege Escalation Course: Packt
  • Portfolio and Industry Readiness for Agentic AI Architects: Coursera
  • Responsible AI Principles: AI CERTs
  • Systems Integration - Bachelor's: Illinois Tech
  • Evaluate Employee Comprehension with Canvas: 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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