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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


  • F

    Fractal Analytics

    Fractal Data Science

    Skills you'll gain: Data Storytelling, Decision Making, Critical Thinking, Database Design, Data Manipulation, Data Presentation, Power BI, Data Visualization, Model Evaluation, Feature Engineering, Model Deployment, Interactive Data Visualization, Data Wrangling, Critical Thinking and Problem Solving, Data Analysis Expressions (DAX), Human Centered Design, SQL, Machine Learning, Problem Solving, Python Programming

    4.4 stars, 614 reviews, Beginner, Professional Certificate, 3 - 6 Months

    ★ 4.4 (614) · Beginner · Professional Certificate · 3 - 6 Months

    Status: Free trial
    Free trial
  • U

    University of California, Davis

    Computational Social Science

    Skills you'll gain: Network Analysis, Social Network Analysis, Data Wrangling, Natural Language Processing, Web Scraping, Data Cleansing, Social Sciences, Data Ethics, Databases, Artificial Intelligence, Research, Social Media Analytics, Simulations, Data Processing, Text Mining, Big Data, Applied Machine Learning, Systems Thinking, Data Science, Agentic systems

    4.6 stars, 1.3K reviews, Beginner, Specialization, 3 - 6 Months

    ★ 4.6 (1.3K) · Beginner · Specialization · 3 - 6 Months

    Status: Free trial
    Free trial
  • E

    EDUCBA

    Splunk Administration and Advanced Topics

    Skills you'll gain: Splunk, Data Modeling, Role-Based Access Control (RBAC), System Monitoring, Model Training, Incident Response, User Accounts, Machine Learning Methods, Security Information and Event Management (SIEM), Machine Learning Software, User Provisioning, Model Evaluation, Authorization (Computing), Event Monitoring, Systems Administration, Performance Tuning, Data Visualization, Threat Detection, Identity and Access Management, Security Management

    4.8 stars, 51 reviews, Advanced, Course, 1 - 4 Weeks

    ★ 4.8 (51) · Advanced · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • E

    EDUCBA

    Embedded Software Development with C

    Skills you'll gain: Embedded Software, C (Programming Language), Embedded Systems, Debugging, Peripheral Devices, Memory Management, Integrated Development Environments, Computer Programming Tools, Development Environment, System Programming, Software Development Tools, Program Development, Hardware Architecture, Systems Architecture, Eclipse (Software), Data Structures, Build Tools, C and C++, Programming Principles, Microarchitecture

    4.4 stars, 297 reviews, Intermediate, Specialization, 3 - 6 Months

    ★ 4.4 (297) · Intermediate · Specialization · 3 - 6 Months

    Status: Free trial
    Free trial
  • U

    University of Michigan

    Instructional Methods in Health Professions Education

    Skills you'll gain: Instructional Design, Adult Learning Principles, Teaching, Education Software and Technology, Learning Theory, Health Education, Digital pedagogy, Learning Styles, Clinical Practices, Technology Strategies, Liberal Arts

    4.7 stars, 546 reviews, Intermediate, Course, 1 - 3 Months

    ★ 4.7 (546) · Intermediate · Course · 1 - 3 Months

    Category: Preview
    Preview
  • D

    DeepLearning.AI

    Custom and Distributed Training with TensorFlow

    Skills you'll gain: Tensorflow, Model Training, Model Optimization, Deep Learning, Distributed Computing, Data Pipelines

    4.8 stars, 438 reviews, Intermediate, Course, 1 - 4 Weeks

    ★ 4.8 (438) · Intermediate · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • S

    Saïd Business School, University of Oxford

    AI Fundamentals in Financial Services

    Skills you'll gain: Machine Learning Methods, Financial Services, Artificial Intelligence, Responsible AI, FinTech, Financial Data, Banking Services, Decision Intelligence, Financial Regulation, Banking, Fraud detection, Machine Learning, Data Ethics, Natural Language Processing, AI Personalization, Deep Learning, Credit Risk, Case Studies, Algorithms, Data Management

    4.7 stars, 90 reviews, Beginner, Course, 1 - 4 Weeks

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

    Status: Free trial
    Free trial
  • W

    Whizlabs

    Microsoft Entra ID Fundamentals and Identity Administration

    Skills you'll gain: Azure Active Directory, Role-Based Access Control (RBAC), Identity and Access Management, User Accounts, Active Directory, User Provisioning, Authorization (Computing), Cloud Security, Microsoft Azure, Authentications, Cloud Management, Hybrid Cloud Computing, Multi-Tenant Cloud Environments, Cloud-Based Integration, Threat Detection

    Beginner · Course · 1 - 4 Weeks

    Category: New
    New
    Status: Free trial
    Free trial
  • E

    EDUCBA

    Master ISO 9000: Analyze, Apply, and Achieve Certification

    Skills you'll gain: ISO 9000 Series, Governance Risk Management and Compliance, Quality Management Systems, Quality Improvement, Program Implementation, Audit Planning, Quality Management, Continuous Quality Improvement (CQI), Operational Risk, Risk Control, Quality Monitoring, Continuous Improvement Process, Risk Management, Risk Management Framework, Risk Analysis, Quality Assurance and Control, Risk Mitigation, Technical Standard, Internal Controls, Compliance Management

    4.4 stars, 37 reviews, Mixed, Course, 1 - 4 Weeks

    ★ 4.4 (37) · Mixed · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • A

    Arizona State University

    English for Environmental Analysis

    Skills you'll gain: Environmental Issue, English Language, Investigation, Systems Thinking, Research, Sustainable Systems, Science and Research, Sustainable Development, Scientific Methods, Literacy

    Advanced · Course · 1 - 4 Weeks

    Category: New
    New
    Status: Free trial
    Free trial
  • U

    University of Minnesota

    Creative Problem Solving

    Skills you'll gain: Creativity, Creative Thinking, Creative Problem-Solving, Brainstorming, Cognitive flexibility, Persistence, Innovation, Problem Solving, Adaptability

    4.4 stars, 2.4K reviews, Mixed, Course, 1 - 4 Weeks

    ★ 4.4 (2.4K) · Mixed · Course · 1 - 4 Weeks

    Category: Preview
    Preview
  • P

    Packt

    Agentic AI Foundations: Architectures & Adaptation Strategy

    Intermediate · Course · 1 - 4 Weeks

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

  • Fractal Data Science: Fractal Analytics
  • Computational Social Science: University of California, Davis
  • Splunk Administration and Advanced Topics: EDUCBA
  • Embedded Software Development with C: EDUCBA
  • Instructional Methods in Health Professions Education: University of Michigan
  • Custom and Distributed Training with TensorFlow: DeepLearning.AI
  • AI Fundamentals in Financial Services: Saïd Business School, University of Oxford
  • Microsoft Entra ID Fundamentals and Identity Administration: Whizlabs
  • Master ISO 9000: Analyze, Apply, and Achieve Certification: EDUCBA
  • English for Environmental Analysis: Arizona State 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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