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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


  • U

    University of Virginia Darden School Foundation

    Human Excellence in the AI Age, Part 2: A Soft Skills Course

    Skills you'll gain: Adaptability, Active Listening, Emotional Intelligence, Critical Thinking, Professional Development, Leadership Development, Personal Development, Empathy & Emotional Intelligence, Collaboration, Team Building, Relationship Building, Resilience, Self-Awareness, Willingness To Learn, Quick Learning, Cognitive flexibility

    Beginner · Course · 1 - 4 Weeks

  • I

    IBM

    Application Modernization for Enterprise Systems

    Skills you'll gain: Event-Driven Programming, DevOps, Data Integration, z/OS, IBM Cloud, Hybrid Cloud Computing, CI/CD, Mainframe Technologies, Mainframe Computing, Cloud Development, Cloud Applications, Enterprise Application Management, Application Deployment, Middleware, Data Access, Application Design, Containerization, Cloud API, Application Programming Interface (API), Computer Programming

    4.9
    Rating, 4.9 out of 5 stars
    ·
    8 reviews

    Beginner · Course · 1 - 4 Weeks

  • C

    Creo Incubator

    Entrepreneurship: Ideation and Exploring Fundamentals

    Skills you'll gain: Business Modeling, Ideation, Design Thinking, Entrepreneurship, Lean Methodologies, Creative Problem-Solving, Innovation, Business Planning, Business Development, Business Strategy, Open Mindset, Growth Mindedness, Product Development, Business, Value Propositions, Prototyping, Growth Strategies, Strategic Decision-Making

    Beginner · Course · 1 - 3 Months

  • U

    UiPath

    Agentic prompt engineering

    Skills you'll gain: Prompt Engineering, Prompt Patterns, Agentic systems, Business Process Automation, Prompt Engineering Tools, Automation, Multimodal Prompts, Generative AI Agents, LLM Application, Responsible AI, AI Workflows, Large Language Modeling, Artificial Intelligence and Machine Learning (AI/ML), Artificial Intelligence, AI Security

    4.6
    Rating, 4.6 out of 5 stars
    ·
    8 reviews

    Beginner · Course · 1 - 4 Weeks

  • E

    EDUCBA

    Python Case Studies: Build Chatbots, Apps & Systems

    Skills you'll gain: Data Visualization, Object Oriented Programming (OOP), Databases, Natural Language Processing, SQL, Python Programming, Matplotlib, Business Process Automation, Text Mining, Data Processing, Development Environment, Document Management

    4.8
    Rating, 4.8 out of 5 stars
    ·
    16 reviews

    Mixed · Course · 1 - 3 Months

  • C

    Coursera

    Automate, Validate, and Promote ML Models Safely

    Skills you'll gain: MLOps (Machine Learning Operations), Responsible AI, CI/CD, Model Deployment, Continuous Integration, Continuous Delivery, Continuous Deployment, Cloud Platforms, Model Evaluation, Automation, Data Governance, Data Pipelines, Performance Tuning, Continuous Monitoring, Performance Analysis

    Intermediate · Course · 1 - 4 Weeks

  • E

    EDUCBA

    R: Design & Evaluate Random Forests for Attrition

    Skills you'll gain: Model Evaluation, Data Preprocessing, Workforce Management, Advanced Analytics, Classification Algorithms

    Mixed · Course · 1 - 4 Weeks

  • S

    S.P. Jain Institute of Management and Research

    Finance for Decision-Making

    Skills you'll gain: Financial Statements, Financial Acumen, Decision Making, Cost Benefit Analysis, Personal Development, Critical Thinking, Stress Management, Mindfulness

    Intermediate · Course · 1 - 3 Months

  • U

    University of Colorado Boulder

    Object-Oriented Analysis and Design: Practice & Architecture

    Skills you'll gain: Object Oriented Design, Software Design Patterns, Unified Modeling Language, Java Programming, Software Architecture, Application Design, User Interface and User Experience (UI/UX) Design, Software Engineering, API Design, Software Development

    Build toward a degree

    Intermediate · Course · 1 - 3 Months

  • C

    Coursera

    Plant Design & Economics

    Skills you'll gain: Plant Operations and Management, Process Engineering, Cost Management, Process Improvement, Project Management, Engineering Management, Operational Efficiency, Process Analysis, Process Optimization, Budgeting, Engineering Design Process, Safety Standards, Performance Improvement, Simulation and Simulation Software, Cost Estimation, Operational Excellence, Financial Planning

    Beginner · Course · 1 - 4 Weeks

  • G

    Google Cloud

    Vertex AI Search for Commerce

    Skills you'll gain: AI Personalization, AI Enablement, Data Integration, Google Cloud Platform, MLOps (Machine Learning Operations), Model Deployment, Cloud Management, Data Modeling, System Monitoring, Restful API, Performance Measurement

    Advanced · Course · 1 - 3 Months

  • C

    Coursera

    AI Sales Calling with Vapi: Automated SAAS Demo Scheduler

    Skills you'll gain: Make.com, JSON, Outbound Calls, Application Programming Interface (API), Phone Sales, Booking (Sales), Sales Presentation, Setting Appointments, Systems Integration, No-Code Development, Calendar Management, Technical Sales, Automation, AI Personalization, Scheduling

    Intermediate · Guided Project · Less Than 2 Hours

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

  • Human Excellence in the AI Age, Part 2: A Soft Skills Course: University of Virginia Darden School Foundation
  • Application Modernization for Enterprise Systems: IBM
  • Entrepreneurship: Ideation and Exploring Fundamentals : Creo Incubator
  • Agentic prompt engineering: UiPath
  • Python Case Studies: Build Chatbots, Apps & Systems: EDUCBA
  • Automate, Validate, and Promote ML Models Safely: Coursera
  • R: Design & Evaluate Random Forests for Attrition: EDUCBA
  • Finance for Decision-Making: S.P. Jain Institute of Management and Research
  • Object-Oriented Analysis and Design: Practice & Architecture: University of Colorado Boulder
  • Plant Design & Economics: Coursera

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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