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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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    Scrum Alliance

    Introduction to Agile Coaching

    Skills you'll gain: Coaching, Employee Coaching, Agile Product Development, Agile Methodology, Agile Project Management, Agile Software Development, Team Management, Team Leadership, Collaboration, Culture Transformation, Organizational Leadership, Business Transformation, Leadership, Organizational Effectiveness, Leadership and Management, Organizational Change, Management Consulting, Business, Communication, Business Communication

    Beginner · Course · 1 - 3 Months

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    Coursera

    GenAI for Product R&D Teams

    Skills you'll gain: AI Product Strategy, Prompt Engineering Tools, Generative AI, Innovation, New Product Development, Product Development, Responsible AI, Process Development, AI Enablement, Ethical Standards And Conduct, AI Workflows, Project Management

    Beginner · Course · 1 - 4 Weeks

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    University of Colorado Boulder

    The Business, Politics, Policy, & Players of Space Programs

    Skills you'll gain: Global Positioning Systems, Political Sciences, Entrepreneurship, International Relations, Governance, Higher Education, Public Policies, Policy Analysis, Business, New Business Development, Budgeting, Innovation

    4.6
    Rating, 4.6 out of 5 stars
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    8 reviews

    Beginner · Course · 1 - 3 Months

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    Illinois Tech

    Systems Integration - Bachelor's

    Skills you'll gain: DevSecOps, DevOps, User Centered Design, Usability, Systems Integration, User Experience Design, Continuous Delivery, Systems Development, System Implementation, Human Computer Interaction, Continuous Integration, Application Security, Agile Methodology, Data Ethics, Information Systems, Secure Coding, Security Testing, User Feedback, Project Management Software, Database Management Systems

    Build toward a degree

    Intermediate · Course · 1 - 3 Months

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    Google Cloud

    Attention Mechanism - 简体中文

    Skills you'll gain: Recurrent Neural Networks (RNNs), Machine Learning Methods, Deep Learning, Artificial Neural Networks, Text Mining, Natural Language Processing

    Intermediate · Course · 1 - 4 Weeks

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    Coursera

    GenAI for Onboarding: Automating Employee Journeys

    Skills you'll gain: Responsible AI, Data Ethics, HR Tech, AI Personalization, Automation, Employee Onboarding, Human Resource Strategy, AI Enablement, Generative AI Agents, Business Ethics, User Feedback, Document Management, Personalized Service, ChatGPT, Employee Engagement, Data Analysis

    Intermediate · Course · 1 - 4 Weeks

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    Università di Napoli Federico II

    Smart Working: Lavoro agile e Business English

    Skills you'll gain: Team Building, Collaboration, Teamwork, Lifelong Learning, Telecommuting, English Language, Stress Management, Business Communication, Communication, Virtual Teams, Productivity, Professional Development, Organizational Skills, digital literacy, Digital Transformation, Workforce Management, Adaptability, Productivity Software, Problem Solving

    4.6
    Rating, 4.6 out of 5 stars
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    7 reviews

    Beginner · Course · 1 - 3 Months

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    Coursera

    AI for Customer Experience with Chatbots and Analytics

    Skills you'll gain: Customer experience strategy (CX), Responsible AI, Customer Engagement, Predictive Analytics, ChatGPT, Customer Service, Google Gemini, Customer Insights, Anthropic Claude, Data-Driven Decision-Making, Artificial Intelligence, Return On Investment

    Intermediate · Course · 1 - 4 Weeks

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    Erasmus University Rotterdam

    Reputation Crisis? Facebook meets Cambridge Analytica

    Skills you'll gain: Corporate Communications, Crisis Management, Business Ethics, Case Studies, Social Media Management, Facebook, Policy Analysis, Data Ethics, Leadership, Information Privacy, Stakeholder Analysis

    4.5
    Rating, 4.5 out of 5 stars
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    14 reviews

    Intermediate · Course · 1 - 3 Months

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    University of California San Diego

    Computational Thinking for K-12 Educators: Abstraction, Methods, and Lists

    Skills you'll gain: Computational Thinking, Debugging, Programming Principles, Technical Communication, Computer Programming, Digital pedagogy, Event-Driven Programming, Program Development, Data Structures, Algorithms, Student Engagement, Visualization (Computer Graphics)

    Beginner · Course · 1 - 3 Months

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    Google Cloud

    Build, Train and Deploy ML Models with Keras on Google Cloud - Português Brasileiro

    Skills you'll gain: Tensorflow, Keras (Neural Network Library), Model Deployment, Google Cloud Platform, Deep Learning, Artificial Neural Networks, Data Preprocessing, Data Pipelines, Machine Learning, Application Programming Interface (API)

    Intermediate · Course · 1 - 3 Months

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    Packt

    Become a C++ Pro: The Ultimate Developer Guide

    Skills you'll gain: File I/O, C++ (Programming Language), Object Oriented Design, Object Oriented Programming (OOP), Debugging, Data Structures, C (Programming Language), Development Environment, Software Design Patterns, Computational Thinking, Computer Programming, Programming Principles, Data Persistence, Algorithms, Maintainability, Simulations, Data Management, Prototyping

    4.7
    Rating, 4.7 out of 5 stars
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    Intermediate · Specialization · 1 - 3 Months

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

  • Introduction to Agile Coaching: Scrum Alliance
  • GenAI for Product R&D Teams: Coursera
  • The Business, Politics, Policy, & Players of Space Programs: University of Colorado Boulder
  • Systems Integration - Bachelor's: Illinois Tech
  • Attention Mechanism - 简体中文: Google Cloud
  • GenAI for Onboarding: Automating Employee Journeys: Coursera
  • Smart Working: Lavoro agile e Business English: Università di Napoli Federico II
  • AI for Customer Experience with Chatbots and Analytics: Coursera
  • Reputation Crisis? Facebook meets Cambridge Analytica: Erasmus University Rotterdam
  • Computational Thinking for K-12 Educators: Abstraction, Methods, and Lists: University of California San Diego

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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