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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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    Coursera

    Robotics in High-Tech Manufacturing

    Skills you'll gain: Machine Controls, Robotic Process Automation, Product Automation, Manufacturing Operations, Integration Testing, Workflow Management, Coordination, Application Programming Interface (API), Simulation and Simulation Software, Process Optimization, Process Improvement and Optimization

    Intermediate · Course · 1 - 4 Weeks

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    University of Virginia

    Agile Meets Design Thinking

    Skills you'll gain: Agile Product Development, User Story, Design Thinking, Agile Methodology, Agile Software Development, Product Design, Product Development, User Centered Design, User Research, Persona Development, Innovation, Product Management, Discussion Facilitation, Software Development

    4.7
    Rating, 4.7 out of 5 stars
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    3.6K reviews

    Beginner · Course · 1 - 4 Weeks

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    Alex Genadinik

    Monetization Models To Boost Lifetime Customer Value (LTV)

    Skills you'll gain: Revenue Management, Upselling, Market Dynamics, Price Negotiation, Selling Techniques, Customer Retention, Revenue Forecasting, Sales Strategy, Cross Selling, Market Trend, Customer Acquisition Management, Business Modeling, Competitive Analysis, Product Strategy, Customer Insights, Sustainable Business, Growth Strategies

    Mixed · Course · 1 - 4 Weeks

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    AI CERTs

    Managing Projects with AI

    Skills you'll gain: AI Product Strategy, Project Management Software, Responsible AI, Project Risk Management, AI Enablement, Project Management, Project Portfolio Management, Project Management Life Cycle, Risk Analysis, Project Management Office (PMO), Project Implementation, Resource Allocation, Timelines, Project Scoping, Artificial Intelligence and Machine Learning (AI/ML), Project Performance, Project Accounting, Predictive Modeling, Generative AI Agents, Generative AI

    Intermediate · Course · 1 - 3 Months

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    University of Pennsylvania

    Computational Thinking for Problem Solving

    Skills you'll gain: Computational Thinking, Algorithms, Program Development, Pseudocode, Problem Solving, Python Programming, Data Structures, Computer Hardware, Computer Programming, Object Oriented Programming (OOP), Analysis, Debugging

    4.7
    Rating, 4.7 out of 5 stars
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    1.4K reviews

    Beginner · Course · 1 - 4 Weeks

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    Universidad de los Andes

    Modelos predictivos con aprendizaje automático

    Skills you'll gain: Data Ethics, Predictive Modeling, Supervised Learning, Regression Analysis, Applied Machine Learning, Model Evaluation, Scikit Learn (Machine Learning Library), Machine Learning, Classification Algorithms, Decision Tree Learning, Data Preprocessing, Analytical Skills, Python Programming, Unsupervised Learning, Performance Metric

    4.7
    Rating, 4.7 out of 5 stars
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    78 reviews

    Beginner · Course · 1 - 4 Weeks

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    Packt

    Design Patterns & Fundamentals in Node.js

    Skills you'll gain: Software Design Patterns, Node.JS, Event-Driven Programming, Object Oriented Design, Software Design, Software Architecture, Javascript, Object Oriented Programming (OOP), Systems Design, Maintainability, Middleware, Performance Tuning, Real-Time Operating Systems, Scalability, Debugging

    Intermediate · Course · 1 - 3 Months

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    Packt

    ChatGPT for Cybersecurity: AI Tools for Threat Defense

    Skills you'll gain: Prompt Engineering, ChatGPT, Incident Response, Responsible AI, Cyber Threat Intelligence, Vulnerability Management, Data Ethics, Vulnerability Assessments, Security Awareness, Cybersecurity, Threat Modeling, Cyber Security Strategy, Threat Detection, Scripting, Automation, Artificial Intelligence, Information Privacy, Technical Communication

    Intermediate · Course · 1 - 3 Months

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    University of Toronto

    Visual Perception for Self-Driving Cars

    Skills you'll gain: Computer Vision, Convolutional Neural Networks, Image Analysis, Deep Learning, Artificial Neural Networks, Robotics, Machine Learning Algorithms, Linear Algebra

    4.7
    Rating, 4.7 out of 5 stars
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    585 reviews

    Advanced · Course · 1 - 3 Months

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    Saïd Business School, University of Oxford

    AI and Production

    Skills you'll gain: Intellectual Property, Media Production, Responsible AI, Regulation and Legal Compliance, Large Language Modeling, AI Product Strategy, Data Ethics, Media Strategy, Journalism, AI Workflows, Compliance Management, Artificial Intelligence, Digital Content, Artificial Intelligence and Machine Learning (AI/ML), Generative AI, Innovation, Business Strategy, Digital Transformation, Digital Advertising, Algorithms

    Intermediate · Course · 1 - 3 Months

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    John Wiley & Sons

    Management Skills for New and Emerging Leaders

    Beginner · Course · 3 - 6 Months

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    University of Colorado Boulder

    Master of Science in Computer Science

    Skills you'll gain: Prompt Engineering, User Story, New Product Development, Model Based Systems Engineering, Model Evaluation, Failure Analysis, Sustainable Business, Data Mining, Field-Programmable Gate Array (FPGA), Delegation Skills, Real-Time Operating Systems, Object Oriented Design, Project Schedules, Sampling (Statistics), Proposal Writing, Accountability, Data Ethics, Sustainability Reporting, Database Design, Supervised Learning

    Earn a degree

    Degree · 1 - 4 Years

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

  • Robotics in High-Tech Manufacturing: Coursera
  • Agile Meets Design Thinking: University of Virginia
  • Monetization Models To Boost Lifetime Customer Value (LTV): Alex Genadinik
  • Managing Projects with AI: AI CERTs
  • Computational Thinking for Problem Solving: University of Pennsylvania
  • Modelos predictivos con aprendizaje automático: Universidad de los Andes
  • Design Patterns & Fundamentals in Node.js: Packt
  • ChatGPT for Cybersecurity: AI Tools for Threat Defense: Packt
  • Visual Perception for Self-Driving Cars: University of Toronto
  • AI and Production: Saïd Business School, University of Oxford

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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