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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


  • U

    University of Pennsylvania

    Creating a Team Culture of Continuous Learning

    Skills you'll gain: Team Performance Management, Systems Thinking, Cognitive flexibility, Team Building, Knowledge Transfer, Innovation, Organizational Development, Organizational Effectiveness, Creative Thinking, Problem Solving, Adaptability, Decision Making, Culture

    4.6
    Rating, 4.6 out of 5 stars
    ·
    195 reviews

    Mixed · Course · 1 - 4 Weeks

  • P

    Packt

    Deep Learning - Recurrent Neural Networks with TensorFlow

    Skills you'll gain: Recurrent Neural Networks (RNNs), Embeddings, Time Series Analysis and Forecasting, Tensorflow, Natural Language Processing, Forecasting, Image Analysis, Deep Learning, Artificial Neural Networks, Predictive Analytics, Predictive Modeling, Technical Analysis, Data Preprocessing, Supervised Learning, Data Science, Machine Learning

    Intermediate · Course · 1 - 4 Weeks

  • J

    Johns Hopkins University

    Foundations for Active Learning in STEM Courses

    Skills you'll gain: Cooperation, Interactive Learning, Education Software and Technology, Student Engagement, Pedagogy, Instructional Strategies, Learning Theory, Student-Centred Learning, Collaboration, Teamwork, Blended Learning, Drive Engagement, Classroom Management, Mathematics Education, Creative Problem-Solving, Professional Development, Problem Solving, Project Design, Overcoming Obstacles, Active Listening

    4.9
    Rating, 4.9 out of 5 stars
    ·
    12 reviews

    Beginner · Course · 1 - 3 Months

  • E

    EDUCBA

    Deep Learning with TensorFlow: Build Neural Networks

    Skills you'll gain: Convolutional Neural Networks, Tensorflow, Deep Learning, Transfer Learning, Artificial Neural Networks, Image Analysis, Computer Vision, Applied Machine Learning, Classification Algorithms, Model Deployment, Data Preprocessing, Network Architecture, Model Evaluation

    Mixed · Course · 1 - 4 Weeks

  • U

    University of Colorado Boulder

    Description Design for Interactive Learning Resources

    Skills you'll gain: Web Content Accessibility Guidelines, Education Software and Technology, Peer Review, Design Reviews, Interactive Design, User Interface (UI), Interaction Design, Usability, Software Design Patterns, Technical Design, Experience Design, Usability Testing, Technical Documentation, Design Strategies, Technical Writing, Simulations

    Beginner · Course · 1 - 3 Months

  • P

    Packt

    Foundations of Deep Learning and Neural Networks

    Skills you'll gain: Artificial Neural Networks, Deep Learning, Convolutional Neural Networks, Image Analysis, Keras (Neural Network Library), Artificial Intelligence and Machine Learning (AI/ML), Tensorflow, Machine Learning Methods, Network Architecture, Artificial Intelligence, Network Model, Machine Learning, Classification Algorithms, Data Processing

    Intermediate · Course · 1 - 3 Months

  • P

    Packt

    Deep Learning: Convolutional Neural Networks with TensorFlow

    Skills you'll gain: Transfer Learning, Keras (Neural Network Library), Embeddings, Deep Learning, Image Analysis, Computer Vision, Natural Language Processing, Data Preprocessing

    Intermediate · Course · 1 - 4 Weeks

  • U

    University of Colorado Boulder

    Active Learning in STEM with PhET Interactive Simulations

    Skills you'll gain: Instructional Strategies, Teaching, Prompt Engineering, Education Software and Technology, Mathematics Education, Pedagogy, Simulations, Digital pedagogy, Simulation and Simulation Software, Web Content Accessibility Guidelines, User Feedback, Experimentation, Research, Peer Review, Design Strategies, Interactive Design, Display Devices, Physics, Biology, Chemistry

    4.9
    Rating, 4.9 out of 5 stars
    ·
    149 reviews

    Beginner · Specialization · 3 - 6 Months

  • P

    Packt

    Learning GitHub Actions for DevOps CI/CD

    Skills you'll gain: CI/CD, Azure DevOps, Infrastructure as Code (IaC), Continuous Integration, Docker (Software), Microsoft Azure, DevOps, Application Deployment, GitHub, Continuous Deployment, Cloud Deployment, Containerization, Git (Version Control System), YAML, Secure Coding, Cloud Computing

    3.9
    Rating, 3.9 out of 5 stars
    ·
    10 reviews

    Intermediate · Course · 1 - 3 Months

  • T

    The University of Edinburgh

    Learning for Sustainable Futures: Live at COP30

    Skills you'll gain: Cultural Diversity, Social Justice, Community Outreach, Cooperation, Interactive Learning

    Beginner · Course · 1 - 4 Weeks

  • C

    Case Western Reserve University

    Conversations That Inspire: Coaching Learning, Leadership and Change

    Skills you'll gain: Coaching, Empathy, Compassion, Leadership Development, Culture Transformation, People Development, Active Listening, Emotional Intelligence, Organizational Leadership, Self-Awareness, Personal Development, Leadership, Relationship Building, Change Management, Neurology, Stress Management, Physiology

    4.7
    Rating, 4.7 out of 5 stars
    ·
    388 reviews

    Mixed · Course · 1 - 3 Months

  • S

    Skillshare

    AI Video Avatars: Launch Your Automated Social Media Machine

    Skills you'll gain: Animations, ChatGPT, Generative AI, Education Software and Technology, AI Personalization, Prompt Engineering, AI Product Strategy, Scripting, AI Workflows, Storyboarding

    3.1
    Rating, 3.1 out of 5 stars
    ·
    7 reviews

    Mixed · Course · 1 - 4 Weeks

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

  • Creating a Team Culture of Continuous Learning: University of Pennsylvania
  • Deep Learning - Recurrent Neural Networks with TensorFlow: Packt
  • Foundations for Active Learning in STEM Courses: Johns Hopkins University
  • Deep Learning with TensorFlow: Build Neural Networks: EDUCBA
  • Description Design for Interactive Learning Resources: University of Colorado Boulder
  • Foundations of Deep Learning and Neural Networks: Packt
  • Deep Learning: Convolutional Neural Networks with TensorFlow: Packt
  • Active Learning in STEM with PhET Interactive Simulations: University of Colorado Boulder
  • Learning GitHub Actions for DevOps CI/CD: Packt
  • Learning for Sustainable Futures: Live at COP30: The University of Edinburgh

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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