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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.


More to explore:

Popular Applied Machine Learning Courses and Certifications


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    Packt

    Digital Identity & Security – Introduction to PKI

    Skills you'll gain: Key Management, Network Security, Digital Communications, Hardware Architecture

    Beginner · Course · 1 - 4 Weeks

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    AI CERTs

    Blockchain for Leaders

    Skills you'll gain: Blockchain, Business Leadership, FinTech, Business Transformation, Business Ethics, Emerging Technologies, Law, Regulation, and Compliance, Business, Regulatory Compliance, Business Planning, Regulatory Requirements, Medical Privacy, Legal Risk, Supply Chain Management, Health Informatics, Cloud Computing, Cryptography, Distributed Computing, Cloud Computing Architecture, Artificial Intelligence

    Intermediate · Course · 3 - 6 Months

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    Google Cloud

    Attention Mechanism - 日本語版

    Skills you'll gain: Transfer Learning, Recurrent Neural Networks (RNNs), Machine Learning Methods, Applied Machine Learning, Artificial Neural Networks, Large Language Modeling, Text Mining

    Intermediate · Course · 1 - 4 Weeks

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    Skillshare

    Modern Frontend Web Development: HTML & CSS Foundations

    Skills you'll gain: Responsive Web Design, HTML and CSS, Cascading Style Sheets (CSS), Hypertext Markup Language (HTML), Web Design and Development, Front-End Web Development, Web Design, Maintainability, Web Development, Semantic Web, Web Content Accessibility Guidelines

    Beginner · Course · 1 - 4 Weeks

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    Packt

    Create Your First WordPress Plugin & Build a WordPress Site

    Beginner · Course · 1 - 4 Weeks

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    University of Leeds

    Working with Integrated Development Environments

    Skills you'll gain: Integrated Development Environments, Debugging, Microsoft Visual Studio, Unit Testing, Software Development Tools, Development Environment, Version Control

    Beginner · Course · 1 - 4 Weeks

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    Packt

    The Oracle Database Multitenant Administration Course

    Skills you'll gain: Oracle Databases, PL/SQL, Multi-Tenant Cloud Environments, Database Administration, Database Architecture and Administration, Database Management, Application Deployment, Security Controls, Disaster Recovery

    Beginner · Course · 3 - 6 Months

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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

    Raspberry Pi and Arduino — Go to the Next Level

    Skills you'll gain: Hardware Design, Electronics, Embedded Software, Electronic Components, Internet Of Things, Communication Systems, Embedded Systems, Debugging, Automation Engineering, Remote Access Systems, Python Programming, Application Development

    Intermediate · Course · 1 - 3 Months

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    Coursera

    Agentic AI Content for Practitioners (Teams: Healthcare)

    Skills you'll gain: Clinical Documentation, Responsible AI, Agentic Workflows, Healthcare Project Management, Data Governance, AI Security, Clinical Research, Regulatory Compliance, Data Validation, Health Informatics, Artificial Intelligence, Agentic systems, Data Ethics, Clinical Data Management, Automation, Decision Support Systems

    Intermediate · Course · 1 - 4 Weeks

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    Coursera

    Secure AI: Red-Teaming & Safety Filters

    Skills you'll gain: AI Security, LLM Application, Cyber Security Assessment, Large Language Modeling, Continuous Monitoring, Security Testing, Responsible AI, Threat Modeling, Vulnerability Assessments, Prompt Engineering, Security Controls, Penetration Testing, Vulnerability Scanning, Security Strategy, AI Personalization, Scenario Testing, System Implementation

    Intermediate · Course · 1 - 4 Weeks

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    Skillshare

    Blender for Filmmakers: Create Floating 3D Objects

    Skills you'll gain: Adobe After Effects, Computer Graphics, 3D Modeling, 3D Assets, Animation and Game Design, Motion Graphics, Post-Production, Video Editing, Virtual Environment

    Intermediate · Course · 1 - 4 Weeks

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

  • Digital Identity & Security – Introduction to PKI: Packt
  • Blockchain for Leaders: AI CERTs
  • Attention Mechanism - 日本語版: Google Cloud
  • Modern Frontend Web Development: HTML & CSS Foundations: Skillshare
  • Create Your First WordPress Plugin & Build a WordPress Site: Packt
  • Working with Integrated Development Environments: University of Leeds
  • The Oracle Database Multitenant Administration Course: Packt
  • Cinematography & Videography Guide: Audio & Story: Skillshare
  • Raspberry Pi and Arduino — Go to the Next Level: Packt
  • Agentic AI Content for Practitioners (Teams: Healthcare): 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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