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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


  • U

    University of Glasgow

    Capstone Assignment

    Skills you'll gain: Deep Learning, Predictive Modeling, Health Informatics, Clinical Data Management, Applied Machine Learning, Model Evaluation, Logistic Regression, Data Preprocessing, Data Processing, Recurrent Neural Networks (RNNs)

    Intermediate · Course · 1 - 4 Weeks

    Status: Free Trial
    Free Trial
  • K

    Korea Advanced Institute of Science and Technology(KAIST)

    AI Materials

    Skills you'll gain: Artificial Intelligence and Machine Learning (AI/ML), Artificial Intelligence, Materials science, AI literacy, Artificial Neural Networks, Process Modeling, Image Analysis, Computer Vision, Manufacturing Processes, Machine Learning

    ★ 4.7 (51) · Beginner · Course · 1 - 3 Months

    Category: Preview
    Preview
  • U

    University of Cape Town

    Disability Inclusion in Education: Building Systems of Support

    Skills you'll gain: Disabilities, Visual Impairment Education, Developmental Disabilities, Special Education, Education and Training, Instructional Strategies, Student Support and Services, Teaching, Social Justice, Pedagogy, Differentiated Instruction, Instructional Design, Diversity Equity and Inclusion Initiatives, Diversity Awareness, Curriculum Development, Working With Children, Child Welfare

    ★ 4.9 (868) · Beginner · Course · 1 - 3 Months

    Category: Preview
    Preview
  • C

    Coursera

    AI-Powered Finance: Forecasting, Planning & Reporting

    Skills you'll gain: Ledgers (Accounting), Prompt Engineering, Tax Planning, Tax Management, Large Language Modeling, LLM Application, Auditing, Portfolio Risk, Portfolio Management, Tax Compliance, Generative AI, Cash Flow Forecasting, Fraud detection, Financial Forecasting, Financial Analysis, Responsible AI, Financial Auditing, Financial Data, Artificial Intelligence, Risk Management

    ★ 4.3 (290) · Intermediate · Specialization · 3 - 6 Months

    Status: Free Trial
    Free Trial
  • V

    Vanderbilt University

    Claude Code: Software Engineering with Generative AI Agents

    Skills you'll gain: Claude Code, Anthropic Claude, Multimodal Prompts, Prompt Engineering, Prompt Patterns, Generative AI Agents, AI Orchestration, Context Engineering, Code Reusability, AI Workflows, Software Development, Generative AI, Software Quality Assurance, Software Development Life Cycle, Automation, Artificial Intelligence, Software Architecture, Software Testing, Software Design, Software Development Methodologies

    ★ 4.7 (168) · Beginner · Course · 1 - 3 Months

    Status: Free Trial
    Free Trial
  • U

    Universidad de los Andes

    Sexualidad y educación

    Skills you'll gain: Family Planning, Health Education, Education and Training, Advocacy, Empowerment, Social Justice, Formal Learning, Family Support, Health Promotion, Media and Communications, Working With Children, Teaching, Pedagogy, Human Development, Child Development

    ★ 4.8 (671) · Intermediate · Course · 1 - 3 Months

    Category: Preview
    Preview
  • S

    Scrimba

    Vibe Coding with Cursor AI

    Skills you'll gain: Vibe coding, Model Context Protocol, Context Management, Context Engineering, AI Workflows, Integrated Development Environments, AI Integrations, Software Installation, Agentic Workflows, Code Review, System Configuration, Debugging, Generative AI Agents, Web Development Tools, Software Development, User Interface (UI), Web Development

    ★ 4.3 (179) · Intermediate · Course · 1 - 3 Months

    Status: Free Trial
    Free Trial
  • J

    Johns Hopkins University

    Diagnosing Health Behaviors for Global Health Programs

    Skills you'll gain: Health Promotion, Behavioral Health, Health Education, Public Health, Public Health and Disease Prevention, Applied Behavior Analysis, Health Policy, Community Health, Culture, Social Sciences, Program Evaluation, Learning Theory, Human Learning

    ★ 4.7 (98) · Beginner · Course · 1 - 3 Months

    Status: Free Trial
    Free Trial
  • D

    Deep Teaching Solutions

    Making Math Click: Understand Math Without Fear

    Skills you'll gain: Student Engagement, Differentiated Instruction, Lifelong Learning, Persistence, Learning Theory, Problem Solving, Adaptability

    ★ 4.8 (28) · Beginner · Course · 1 - 4 Weeks

    Category: Preview
    Preview
  • M

    Macquarie University

    Online education: The foundations of online teaching

    Skills you'll gain: Pedagogy, Instructional Design, Teaching, Virtual Environment, AI literacy

    ★ 4.7 (311) · Beginner · Course · 1 - 3 Months

    Status: Free Trial
    Free Trial
  • U

    University of Colorado System

    Cryptography and Information Theory

    Skills you'll gain: Cryptography, Brute-force attacks, Cryptographic Protocols, Encryption, Key Management, Cybersecurity, Computer Security, Information Assurance, Theoretical Computer Science, Threat Modeling, Communication Systems

    ★ 4.5 (551) · Intermediate · Course · 1 - 4 Weeks

    Status: Free Trial
    Free Trial
  • E

    EDUCBA

    Red Hat Linux 9: Install, Configure & Administer

    Skills you'll gain: Red Hat Enterprise Linux, Command-Line Interface, Linux Administration, Linux Commands, User Accounts, User Provisioning, Linux, Operating System Administration, Enterprise Application Management, Software Installation, System Configuration, Systems Administration, Security Controls, Control Panels, File Management, System Monitoring, User Interface (UI)

    ★ 5 (14) · Mixed · Course · 1 - 3 Months

    Status: Free Trial
    Free Trial
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In summary, here are 10 of our most popular applied machine learning courses

  • Capstone Assignment: University of Glasgow
  • AI Materials: Korea Advanced Institute of Science and Technology(KAIST)
  • Disability Inclusion in Education: Building Systems of Support: University of Cape Town
  • AI-Powered Finance: Forecasting, Planning & Reporting: Coursera
  • Claude Code: Software Engineering with Generative AI Agents: Vanderbilt University
  • Sexualidad y educación: Universidad de los Andes
  • Vibe Coding with Cursor AI: Scrimba
  • Diagnosing Health Behaviors for Global Health Programs: Johns Hopkins University
  • Making Math Click: Understand Math Without Fear: Deep Teaching Solutions
  • Online education: The foundations of online teaching: Macquarie 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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