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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


  • J

    Johns Hopkins University

    Gender Foundations in Health Data: A Data for Health Course

    Skills you'll gain: Health Equity, Health Disparities, Public Health and Disease Prevention, Public Health, Epidemiology, Social Determinants Of Health, Data Collection, Health Policy, Health Promotion, Health Informatics, Data Analysis, Research

    ★ 4.6 (9) · Beginner · Course · 1 - 4 Weeks

  • C

    Coursera

    Introducción a los Data Lakes con Azure

    Skills you'll gain: Data Lakes, File Management, Microsoft Azure, Azure Synapse Analytics, Information Management, Data Management, Databricks, Data Storage Technologies, Data Security

    ★ 4.6 (18) · Beginner · Guided Project · Less Than 2 Hours

  • N

    National Taiwan University

    AI 時代人類的獨特性(The Uniqueness of Human Beings in The Age of AI)

    Skills you'll gain: Mental Concentration, AI literacy, Psychology, Self-Awareness, Artificial Intelligence, Personal Development, Independent Thinking, Emotional Intelligence, Goal Setting, Critical Thinking, Empathy, Learning Strategies, Relationship Building, Mindfulness

    Beginner · Course · 1 - 3 Months

  • M

    Microsoft

    Cybersecurity Planning, Management, and Compliance

    Skills you'll gain: Cloud Security, Record Keeping, Cyber Security Policies, Security Management, Data Management, Cloud Management, Records Management, Cloud Computing Architecture, Cloud Standards, IT Security Architecture, Data Security, General Data Protection Regulation (GDPR), Data Governance, Personally Identifiable Information, Information Privacy, Threat Detection, Microsoft Azure, Security Controls, Threat Management

    ★ 4.9 (10) · Beginner · Course · 1 - 4 Weeks

  • D

    DeepLearning.AI

    Pretraining LLMs

    Skills you'll gain: Large Language Modeling, Model Evaluation, Model Training, Hugging Face, Data Preprocessing, Fine-tuning, Model Optimization, Transfer Learning, Generative AI

    ★ 4.6 (18) · Beginner · Project · Less Than 2 Hours

  • S

    SkillUp

    Practice Test for CompTIA Data+ Certification

    Skills you'll gain: Data Visualization, Analysis

    ★ 5 (9) · Advanced · Course · 1 - 4 Weeks

  • C

    Coursera

    Validate and Explain Your ML Models

    Skills you'll gain: Verification And Validation, Sampling (Statistics), Statistical Machine Learning, Test Data, Machine Learning

    Intermediate · Course · 1 - 4 Weeks

  • K

    Knowledge Accelerators

    Promoting Accessible Workplaces with Assistive Technology

    Skills you'll gain: Workplace inclusivity, Diversity Training, Diversity Awareness, Disabilities, Diversity Programs, Technical Communication, Diversity Equity and Inclusion Initiatives, Interactive Learning, Web Content, Visual Impairment Education, Education Software and Technology, Microsoft Office, Microsoft Windows

    Beginner · Course · 1 - 4 Weeks

  • C

    Codio

    Cloud Computing Primer: Infrastructure as a Service (IaaS)

    Skills you'll gain: Infrastructure As A Service (IaaS), Cloud Deployment, Cloud Infrastructure, Cloud Services, Cloud Computing, Service Level Agreement, Cloud Platforms, Service Level, Virtualization, Application Deployment

    ★ 4.7 (21) · Beginner · Course · 1 - 4 Weeks

  • P

    Packt

    Master Apple Device Deployment with Microsoft Intune (2026)

    Skills you'll gain: Knowledge of Apple Software, Knowledge of Apple Hardware, Network Planning And Design, Wireless Networks, Azure Active Directory, Application Lifecycle Management, Cloud-Based Integration, Configuration Management, Encryption

    Intermediate · Course · 3 - 6 Months

  • I

    Illinois Tech

    New Tech Ventures

    Skills you'll gain: Design Thinking, Global Marketing, Entrepreneurship, Business Modeling, Solution Design, Innovation, Team Building, Sales Presentations, Storytelling, Open Mindset, Market Research, Team Management, Entrepreneurial Finance, New Product Development, Ideation, Business Planning, Commercialization, New Business Development, Teamwork, Team Leadership

    Intermediate · Course · 1 - 3 Months

  • U

    University of Colorado Boulder

    Technical Managerial Written Skills

    Skills you'll gain: Proposal Development, Proposal Writing, Technical Writing, Technical Communication, Business Writing, Stakeholder Analysis, Concision, Engineering Management, Persuasive Communication, Report Writing, Business Correspondence, Stakeholder Communications, Writing, Stakeholder Engagement, Business Communication, Communication, Communication Strategies

    ★ 4.6 (23) · Beginner · Course · 1 - 4 Weeks

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

  • Gender Foundations in Health Data: A Data for Health Course: Johns Hopkins University
  • Introducción a los Data Lakes con Azure: Coursera
  • AI 時代人類的獨特性(The Uniqueness of Human Beings in The Age of AI): National Taiwan University
  • Cybersecurity Planning, Management, and Compliance: Microsoft
  • Pretraining LLMs: DeepLearning.AI
  • Practice Test for CompTIA Data+ Certification: SkillUp
  • Validate and Explain Your ML Models: Coursera
  • Promoting Accessible Workplaces with Assistive Technology : Knowledge Accelerators
  • Cloud Computing Primer: Infrastructure as a Service (IaaS): Codio
  • Master Apple Device Deployment with Microsoft Intune (2026): Packt

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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