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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


  • C

    Coursera

    GenAI for Customer Service Representatives

    Skills you'll gain: AI Personalization, Generative AI, Personalized Service, Responsible AI, User Feedback, Customer Analysis, Customer Service, Customer experience improvement, AI Integrations, LLM Application, Data Ethics

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

  • E

    EDUCBA

    Apply Java Concepts Through a Real-World Case Study

    Skills you'll gain: Java Programming, Java Platform Enterprise Edition (J2EE), JUnit, Software Documentation, Application Frameworks, Development Environment, Application Design, Software Testing, Performance Tuning, Data Persistence, Maintainability

    Intermediate · Course · 1 - 4 Weeks

  • C

    Coursera

    Design Your Virtual Classroom with Canva

    Skills you'll gain: Canva (Software), Visual Design, Layout Design, Virtual Environment, Graphical Tools, Graphic and Visual Design Software, Design Elements And Principles, Graphic and Visual Design, Design, Color Matching, Graphic Design, Content Creation, Marketing

    ★ 4.8 (22) · Intermediate · Guided Project · Less Than 2 Hours

  • E

    EDUCBA

    Tibco BW: Design & Validate Web Services

    Skills you'll gain: Fraud detection, Web Services, Simple Object Access Protocol (SOAP), Test Tools, API Testing, Service Design, Verification And Validation, Process Design, API Design, Workflow Management, System Testing, Extensible Markup Language (XML), Data Validation, Project Design, Business Logic

    Mixed · Course · 1 - 4 Weeks

  • C

    Coursera

    Automate Financial Analysis with AI Pipelines

    Skills you'll gain: Model Evaluation, Model Training, Forecasting, Financial Data, Financial Forecasting, Performance Metric, Financial Analysis, Credit Risk, AI Integrations, Applied Machine Learning, AI Workflows, Data Pipelines, Artificial Neural Networks, Automation

    Intermediate · Course · 1 - 4 Weeks

  • V

    Vanderbilt University

    AI Agents with Model Context Protocol & Typescript

    Skills you'll gain: Model Context Protocol, Token Optimization, AI Workflows, Generative AI Agents, Agentic Workflows, AI Orchestration, Context Engineering, Agentic systems, LLM Application, Prompt Patterns, AI Enablement, AI Security, Artificial Intelligence and Machine Learning (AI/ML), Prompt Engineering Tools, Prompt Engineering, AI Personalization, ChatGPT, Multimodal Prompts, Anthropic Claude, AI Product Strategy

    Beginner · Course · 1 - 3 Months

  • C

    Coursera

    Generative AI for Keyword Research

    Skills you'll gain: Keyword Research, Search Engine Optimization, Generative AI, AI Integrations

    ★ 4.6 (38) · Intermediate · Course · 1 - 4 Weeks

  • E

    EDUCBA

    Master Securities Lending Accounting: Analyze & Apply

    Skills you'll gain: Securities (Finance), Legal Risk, Risk Analysis, Portfolio Risk, Credit Risk, General Lending, Technical Accounting, Transaction Processing, Investment Management, Accounting Records, Accounting, Revenue Recognition, Law, Regulation, and Compliance, Cash Management, Financial Accounting, Financial Reporting

    Beginner · Course · 1 - 4 Weeks

  • E

    EDUCBA

    Big Data Analytics with Hive, Pig & MapReduce

    Skills you'll gain: Apache Hive, Big Data, Database Design, Social Media Analytics, Extensible Markup Language (XML), Database Management Systems, Database Management, Apache Hadoop, Extensible Languages and XML, Analytics, Data Processing, Data Management, Data Analysis, Data Import/Export, Data Integration

    Mixed · Course · 1 - 4 Weeks

  • U

    University of Maryland, College Park

    Program Management Fundamentals: Driving Strategic Change

    Skills you'll gain: Stakeholder Engagement, Program Management, Stakeholder Management, Change Management, Stakeholder Communications, Leadership Development, Strategic Leadership, Product Roadmaps, Leadership, Organizational Change, Drive Engagement, Organizational Strategy, Project Management Office (PMO), Program Implementation, Culture Transformation, Project Management, Stakeholder Analysis, Project Management Life Cycle, Strategic Planning, Program Standards

    ★ 4.5 (8) · Beginner · Course · 1 - 3 Months

  • E

    EDUCBA

    Predictive Modeling with Python: Apply & Evaluate

    Skills you'll gain: Predictive Modeling, Model Evaluation, Data Preprocessing, Predictive Analytics, Logistic Regression, Risk Modeling, Model Training, Statistical Modeling, Feature Engineering, Regression Analysis, Correlation Analysis, Classification Algorithms, Data Cleansing, Model Optimization

    Mixed · Course · 1 - 3 Months

  • I

    ISC2

    Risk Management and Risk Assessment in a Healthcare Setting

    Skills you'll gain: Enterprise Risk Management (ERM), Continuous Monitoring, Medical Privacy, Risk Management, Risk Management Framework, Health Information Management, Governance Risk Management and Compliance, Health Care Procedure and Regulation, Risk Mitigation, Risk Control, Information Privacy, Patient Safety, ISO/IEC 27001, Security Controls, Information Assurance, Data Security, Compliance Management, Data Integrity

    ★ 4.5 (13) · Beginner · Course · 1 - 3 Months

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

  • GenAI for Customer Service Representatives: Coursera
  • Apply Java Concepts Through a Real-World Case Study: EDUCBA
  • Design Your Virtual Classroom with Canva: Coursera
  • Tibco BW: Design & Validate Web Services: EDUCBA
  • Automate Financial Analysis with AI Pipelines: Coursera
  • AI Agents with Model Context Protocol & Typescript: Vanderbilt University
  • Generative AI for Keyword Research: Coursera
  • Master Securities Lending Accounting: Analyze & Apply: EDUCBA
  • Big Data Analytics with Hive, Pig & MapReduce: EDUCBA
  • Program Management Fundamentals: Driving Strategic Change: University of Maryland, College Park

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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