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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


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    Interplay Learning

    Fundamental Electrical Concepts

    Skills you'll gain: Basic Electrical Systems, Electrical Systems, Electrical Power, HVAC, Electrical Engineering, Energy and Utilities, Electronics, Electronic Components, electromagnetics, Physics, Systems Of Measurement, Engineering Calculations

    Beginner · Course · 1 - 3 Months

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    Interplay Learning

    HVAC Systems

    Skills you'll gain: HVAC, Basic Electrical Systems, Building Services Engineering, Thermal Management, Mechanical Engineering, Facility Repair And Maintenance, Maintenance, Repair, and Facility Services, Test Equipment, Safety Standards, Facility Management and Maintenance

    Beginner · Course · 1 - 4 Weeks

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    Interplay Learning

    HVAC System Parts

    Skills you'll gain: HVAC, Technical Communication, Hazard Analysis, Thermal Management, Safety Assurance, Mechanical Engineering, Facility Repair And Maintenance, Maintenance, Repair, and Facility Services, Facility Management and Maintenance

    Beginner · Course · 1 - 3 Months

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    Interplay Learning

    HVAC Cooling Components

    Skills you'll gain: HVAC, Electrical Systems, Electronic Components, Electrical Power, Thermal Management, Facility Repair And Maintenance, Property Maintenance, Design Specifications, Hardware Troubleshooting, Electronic Hardware, Maintenance, Repair, and Facility Services, Facility Management and Maintenance, Mechanical Design

    Beginner · Course · 1 - 4 Weeks

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    IBM

    Key Technologies for Business

    Skills you'll gain: Cloud Infrastructure, Responsible AI, Cloud Platforms, Cloud Computing, Cloud Computing Architecture, Cloud Services, Cloud Development, Data Literacy, Cloud Deployment, Machine Learning Methods, Data Mining, Cloud Security, Generative AI Agents, Generative AI, Cloud Technologies, Prompt Patterns, Data Processing, Big Data, Data Science, Business

    4.7
    Rating, 4.7 out of 5 stars
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    107K reviews

    Beginner · Specialization · 3 - 6 Months

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    IBM

    Generative AI for Program Managers

    Skills you'll gain: Prompt Engineering, Prompt Patterns, ChatGPT, Generative AI, Responsible AI, Program Management, Risk Management, Stakeholder Engagement, Project Management Institute (PMI) Methodology, Stakeholder Analysis, Strategic Decision-Making, AI literacy, Decision Intelligence, Stakeholder Management, AI Integrations, Artificial Intelligence and Machine Learning (AI/ML), Augmented and Virtual Reality (AR/VR), Governance, Model Evaluation, Machine Learning

    4.7
    Rating, 4.7 out of 5 stars
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    12K reviews

    Intermediate · Specialization · 1 - 3 Months

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    Board Infinity

    AI in Manufacturing: Predictive Maintenance and Alerts

    Skills you'll gain: Failure Analysis, Applied Machine Learning, Machine Learning, Random Forest Algorithm, Email Automation, No-Code Development, MLOps (Machine Learning Operations), Predictive Modeling, Machine Learning Methods, Predictive Analytics, Automation Engineering, Model Training, Automation, Facility Management and Maintenance, Model Deployment, AI Workflows, Machine Learning Algorithms

    Beginner · Course · 1 - 4 Weeks

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    University of Pennsylvania

    AI For Business

    Skills you'll gain: AI Personalization, Machine Learning Methods, Fraud detection, Generative AI, Responsible AI, Data Ethics, Data Management, Data Strategy, People Analytics, HR Tech, Generative Model Architectures, AI Enablement, Human Resource Management, AI Product Strategy, Data Governance, Human Resources Management and Planning, Big Data, Credit Risk, Machine Learning, Analytics

    4.7
    Rating, 4.7 out of 5 stars
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    1.9K reviews

    Beginner · Specialization · 3 - 6 Months

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    IBM

    Generative AI for IT Systems Analysts and Architects

    Skills you'll gain: Prompt Engineering, Process Modeling, Prompt Patterns, Generative AI, Business Workflow Analysis, Systems Analysis, AI Workflows, AI literacy, Process Optimization, Miro AI, Process Mapping, Systems Architecture, Solution Architecture, Software Architecture, Systems Thinking, Responsible AI, Machine Learning, Project Documentation, Stakeholder Communications, Technical Consulting

    4.7
    Rating, 4.7 out of 5 stars
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    12K reviews

    Beginner · Specialization · 1 - 3 Months

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    University of Pennsylvania

    AI Fundamentals for Non-Data Scientists

    Skills you'll gain: Machine Learning Methods, Generative AI, Data Management, Generative Model Architectures, Big Data, Statistical Machine Learning, Applied Machine Learning, Machine Learning Algorithms, Generative Adversarial Networks (GANs), AI Enablement, Machine Learning, Artificial Intelligence and Machine Learning (AI/ML), Large Language Modeling, Customer Data Management, AI literacy, Autoencoders, Model Optimization, Deep Learning, Model Evaluation, Algorithms

    4.8
    Rating, 4.8 out of 5 stars
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    1.1K reviews

    Mixed · Course · 1 - 3 Months

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    Arizona State University

    商务英语课程:市场与营销英语 Marketing & Sales

    Skills you'll gain: Sales Presentation, Sales Presentations, Selling Techniques, Product Marketing, General Sales Practices, Marketing Materials, Presentations, Marketing, Product Promotion, Persuasive Communication, Business Correspondence, Advertising, Public Speaking, Marketing Communications, Business Writing, Influencing, Sales, Business Communication, Marketing Psychology, Concision

    5
    Rating, 5 out of 5 stars
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    8 reviews

    Intermediate · Course · 1 - 3 Months

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    Stanford University

    Probabilistic Graphical Models

    Skills you'll gain: Bayesian Network, Applied Machine Learning, Decision Intelligence, Bayesian Statistics, Graph Theory, Machine Learning Algorithms, Probability Distribution, Network Model, Statistical Modeling, Machine Learning Methods, Markov Model, Machine Learning, Unsupervised Learning, Probability & Statistics, Network Analysis, Statistical Inference, Model Training, Statistical Machine Learning, Model Optimization, Sampling (Statistics)

    4.6
    Rating, 4.6 out of 5 stars
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    1.6K reviews

    Advanced · Specialization · 3 - 6 Months

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

  • Fundamental Electrical Concepts: Interplay Learning
  • HVAC Systems: Interplay Learning
  • HVAC System Parts: Interplay Learning
  • HVAC Cooling Components: Interplay Learning
  • Key Technologies for Business: IBM
  • Generative AI for Program Managers: IBM
  • AI in Manufacturing: Predictive Maintenance and Alerts: Board Infinity
  • AI For Business: University of Pennsylvania
  • Generative AI for IT Systems Analysts and Architects: IBM
  • AI Fundamentals for Non-Data Scientists: University of Pennsylvania

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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