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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


  • Status: New
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    EDUCBA

    Deep Learning with ANN in Python: Build & Optimize

    Skills you'll gain: Keras (Neural Network Library), Tensorflow, Artificial Neural Networks, Deep Learning, Customer Analysis, Predictive Modeling, Data Processing, Feature Engineering, Predictive Analytics, Exploratory Data Analysis, Data Cleansing, Software Installation

    Mixed · Course · 1 - 4 Weeks

  • Status: Free Trial
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    University of Michigan

    Learning Experience Design: Orientation to the Profession

    Skills you'll gain: Instructional Design, Learning Theory, User Experience Design, Design Thinking, Education Software and Technology, Professional Development, Diversity Equity and Inclusion Initiatives, User Centered Design, Collaboration, Emerging Technologies

    4.8
    Rating, 4.8 out of 5 stars
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    71 reviews

    Beginner · Course · 1 - 4 Weeks

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    U

    University of Glasgow

    Explainable deep learning models for healthcare - CDSS 3

    Skills you'll gain: Deep Learning, Applied Machine Learning, Image Analysis, Time Series Analysis and Forecasting, Machine Learning, Machine Learning Algorithms, Responsible AI, Artificial Neural Networks, Data Processing, Healthcare Ethics

    4.6
    Rating, 4.6 out of 5 stars
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    15 reviews

    Intermediate · Course · 1 - 4 Weeks

  • C

    Commonwealth Education Trust

    Foundations of Teaching for Learning: Developing Relationships

    Skills you'll gain: Diversity Awareness, Parent Communication, Cultural Diversity, Relationship Building, Working With Children, Classroom Management, Teaching, Community Outreach, Student Engagement, Ethical Standards And Conduct

    4.9
    Rating, 4.9 out of 5 stars
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    1.1K reviews

    Mixed · Course · 1 - 3 Months

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    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
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    190 reviews

    Mixed · Course · 1 - 4 Weeks

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    P

    Packt

    Deep Learning: Convolutional Neural Networks with TensorFlow

    Skills you'll gain: Keras (Neural Network Library), Deep Learning, Image Analysis, Artificial Neural Networks, Computer Vision, Natural Language Processing, Text Mining, Network Architecture, Data Processing

    Intermediate · Course · 1 - 4 Weeks

  • Status: New
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    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, Teaching, Student-Centred Learning, Collaboration, Teamwork, Blended Learning, Drive Engagement, Classroom Management, Mathematics Education, Learning Management Systems, Creative Problem-Solving, Professional Development, Problem Solving, Technology Solutions

    5
    Rating, 5 out of 5 stars
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    7 reviews

    Beginner · Course · 1 - 3 Months

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    IBM

    Introduction to Artificial Intelligence (AI)

    Skills you'll gain: Responsible AI, Generative AI, Natural Language Processing, Business Intelligence, Content Creation, Risk Mitigation

    4.7
    Rating, 4.7 out of 5 stars
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    22K reviews

    Beginner · Course · 1 - 4 Weeks

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    Simplilearn

    Deep Learning Frameworks and Neural Networks Simplified

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

    Beginner · Course · 1 - 4 Weeks

  • Status: New
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    Skillshare

    AI Video Avatars: Launch Your Automated Social Media Machine

    Skills you'll gain: Animations, ChatGPT, Video Production, Generative AI, Education Software and Technology, Content Creation, AI Personalization, Prompt Engineering, Blogs, Scripting, Augmented and Virtual Reality (AR/VR), Media Production, Persona Development

    3.1
    Rating, 3.1 out of 5 stars
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    7 reviews

    Mixed · Course · 1 - 4 Weeks

  • C

    Coursera

    Azure: Create a Virtual Machine and Deploy a Web Server

    Skills you'll gain: Virtual Machines, Microsoft Azure, Infrastructure As A Service (IaaS), Cloud Infrastructure, Cloud Computing, Network Security, Web Servers, Network Administration, Remote Access Systems

    4.6
    Rating, 4.6 out of 5 stars
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    217 reviews

    Beginner · Guided Project · Less Than 2 Hours

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    Packt

    Learning GitHub Actions for DevOps CI/CD

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

    4.1
    Rating, 4.1 out of 5 stars
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    7 reviews

    Intermediate · Course · 1 - 3 Months

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

  • Deep Learning with ANN in Python: Build & Optimize: EDUCBA
  • Learning Experience Design: Orientation to the Profession: University of Michigan
  • Explainable deep learning models for healthcare - CDSS 3: University of Glasgow
  • Foundations of Teaching for Learning: Developing Relationships: Commonwealth Education Trust
  • Creating a Team Culture of Continuous Learning: University of Pennsylvania
  • Deep Learning: Convolutional Neural Networks with TensorFlow: Packt
  • Foundations for Active Learning in STEM Courses: Johns Hopkins University
  • Introduction to Artificial Intelligence (AI): IBM
  • Deep Learning Frameworks and Neural Networks Simplified: Simplilearn
  • AI Video Avatars: Launch Your Automated Social Media Machine: Skillshare

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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