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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.


More to explore:

Popular Applied Machine Learning Courses and Certifications


  • J

    Johns Hopkins University

    Mastering Neural Networks and Model Regularization

    Skills you'll gain: PyTorch (Machine Learning Library), Convolutional Neural Networks, Deep Learning, Supervised Learning, Artificial Neural Networks, Model Evaluation, Decision Tree Learning, Network Planning And Design, Machine Learning, Computer Vision

    Intermediate · Course · 1 - 3 Months

  • L

    LearnQuest

    Generative AI for Cybersecurity

    Skills you'll gain: Penetration Testing, Metasploit, Safety Culture, Cyber Threat Hunting, Cyber Threat Intelligence, Cyber Security Assessment, Cybersecurity, Threat Detection, Generative AI, Security Testing, Vulnerability Scanning, Anomaly Detection, Data Security, Security Strategy, Network Security, Security Software, Change Management, Machine Learning Methods, Ethical Standards And Conduct, Data Visualization

    Beginner · Specialization · 1 - 3 Months

  • G

    Goldman Sachs

    Social Impact Strategy with Goldman Sachs 10,000 Women

    Skills you'll gain: Social Impact, Corporate Sustainability, Entrepreneurship, Business Ethics, Business Strategy, Key Performance Indicators (KPIs), Performance Measurement, Stakeholder Engagement, Business Priorities, Business Management

    4.8
    Rating, 4.8 out of 5 stars
    ·
    75 reviews

    Mixed · Course · 1 - 4 Weeks

  • C

    Coursera

    Adobe Illustrator for Beginners: Creative Brand System

    Skills you'll gain: Adobe Illustrator, Logo Design, Creative Design, Graphic and Visual Design, Style Guides, Project Design, Digital Design, Typography, Layout Design, File Management, Design Elements And Principles, Design Specifications, Color Theory

    3.9
    Rating, 3.9 out of 5 stars
    ·
    14 reviews

    Beginner · Guided Project · Less Than 2 Hours

  • 2

    28DIGITAL

    Capstone: Autonomous Runway Detection for IoT

    Skills you'll gain: Real-Time Operating Systems, Embedded Systems, Internet Of Things, System Requirements, Software Development, Secure Coding, Cloud Computing Architecture, System Design and Implementation, Communication Systems, System Testing, Algorithms, Performance Testing, Computer Vision, Innovation, Encryption

    4.6
    Rating, 4.6 out of 5 stars
    ·
    69 reviews

    Advanced · Course · 1 - 4 Weeks

  • L

    LearnQuest

    Build AI Agents with Practical App Design

    Skills you'll gain: AI Workflows, Technical Communication, AI Enablement, Model Deployment, Generative AI Agents, Data Integration, AI Orchestration, Reinforcement Learning, Artificial Intelligence and Machine Learning (AI/ML), Agentic systems, Responsible AI, Artificial Intelligence, Cloud Computing, Deep Learning, Data Visualization, Python Programming, Machine Learning, Data Engineering, Anomaly Detection, Statistical Analysis

    Beginner · Specialization · 1 - 3 Months

  • V

    Vanderbilt University

    The Future of Education with AI: Exploring Perspectives

    Skills you'll gain: Education Software and Technology, Digital pedagogy, Artificial Intelligence, AI Personalization, Generative AI, Responsible AI, digital literacy

    4.5
    Rating, 4.5 out of 5 stars
    ·
    35 reviews

    Beginner · Course · 1 - 4 Weeks

  • S

    Scrimba

    Learn Python: 1

    Skills you'll gain: Data Structures, Programming Principles, Python Programming, User Interface (UI), Scripting, Scripting Languages, Computer Programming, Web Development Tools, Software Engineering, Web Development

    4.7
    Rating, 4.7 out of 5 stars
    ·
    37 reviews

    Beginner · Course · 1 - 4 Weeks

  • U

    University of Colorado Boulder

    Linux Embedded System Topics and Projects

    Skills you'll gain: Agile Methodology, Scrum (Software Development), Embedded Software, Agile Software Development, Embedded Systems, Software Testing, Development Testing, Software Development Methodologies, Git (Version Control System), Docker (Software), Containerization, Linux, System Programming, Operating Systems, File Systems, Internet Of Things, Build Tools

    Build toward a degree

    4.7
    Rating, 4.7 out of 5 stars
    ·
    20 reviews

    Advanced · Course · 1 - 4 Weeks

  • J

    Johns Hopkins University

    Foundations of Strategic Communications

    Skills you'll gain: Non-Verbal Communication, Interpersonal Communications, Technical Communication, Verbal Communication Skills, Target Audience, Strategic Communication, Communication, Business Communication, Persuasive Communication, Technical Management, Professional Development, Leadership, Organizational Leadership, Active Listening, Organizational Structure, Presentations

    4.8
    Rating, 4.8 out of 5 stars
    ·
    22 reviews

    Intermediate · Course · 1 - 3 Months

  • W

    Whizlabs

    Azure AI & ML: Optimize Language Models for AI Applications

    Skills you'll gain: Model Deployment, MLOps (Machine Learning Operations), Microsoft Azure, Prompt Engineering, Cloud Deployment, Retrieval-Augmented Generation, Artificial Intelligence and Machine Learning (AI/ML), Model Evaluation, AI Workflows, Data Pipelines, Continuous Monitoring, Performance Tuning, Scalability

    Intermediate · Course · 1 - 4 Weeks

  • G

    Goodwill Industries International

    Goodwill® Digital Navigator Certificate

    Skills you'll gain: digital literacy, Cultural Responsiveness, Community Outreach, Training Programs, Relationship Building, Active Listening, Cultural Diversity, Computer Literacy, Disabilities, Workforce Development, Community Development, Web Content Accessibility Guidelines, Diversity Awareness, Curriculum Planning, Needs Assessment, Digital Communications, Rapport Building, Professional Development, Ethical Standards And Conduct, Program Evaluation

    4.7
    Rating, 4.7 out of 5 stars
    ·
    45 reviews

    Beginner · Specialization · 1 - 3 Months

1…409410411…673

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

  • Mastering Neural Networks and Model Regularization: Johns Hopkins University
  • Generative AI for Cybersecurity: LearnQuest
  • Social Impact Strategy with Goldman Sachs 10,000 Women: Goldman Sachs
  • Adobe Illustrator for Beginners: Creative Brand System: Coursera
  • Capstone: Autonomous Runway Detection for IoT: 28DIGITAL
  • Build AI Agents with Practical App Design: LearnQuest
  • The Future of Education with AI: Exploring Perspectives: Vanderbilt University
  • Learn Python: 1: Scrimba
  • Linux Embedded System Topics and Projects: University of Colorado Boulder
  • Foundations of Strategic Communications: Johns Hopkins University

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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