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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


  • G

    Georgia Institute of Technology

    Software Defined Networking

    Skills you'll gain: Software-Defined Networking, Network Performance Management, Network Monitoring, Data Centers, Network Architecture, Computer Networking, Cloud Computing, Network Routing, Microsoft Azure, Test Tools, Debugging, Scalability

    4.1
    Rating, 4.1 out of 5 stars
    ·
    49 reviews

    Mixed · Course · 1 - 3 Months

  • U

    University of California, Davis

    Introduction to Academic Research

    Skills you'll gain: Intellectual Property, Research, Research Methodologies, Personal Development, Research Design, Research and Design, Curiosity, Science and Research, Problem Solving, Persistence, Persuasive Communication, Time Management, Student Engagement, Goal Setting, Journals, Communication, Ethical Standards And Conduct, Strategic Thinking, Decision Making, Safety and Security

    4.9
    Rating, 4.9 out of 5 stars
    ·
    9 reviews

    Beginner · Specialization · 3 - 6 Months

  • E

    Edureka

    Generative AI Automation Tools and Applications

    Skills you'll gain: Generative AI Agents, AI Orchestration, AI Workflows, Business Process Automation, Make.com, Automation, Microsoft Power Automate/Flow, Generative AI, LangChain, Agentic Workflows, OpenAI API, LLM Application, AI Security, Prompt Engineering, Slack (Software), Cloud Computing, Artificial Intelligence and Machine Learning (AI/ML), Scalability, Artificial Intelligence, Google Sheets

    4
    Rating, 4 out of 5 stars
    ·
    8 reviews

    Beginner · Course · 1 - 4 Weeks

  • G

    Google Cloud

    Classify Images of Clouds in the Cloud with AutoML Vision

    Skills you'll gain: Model Evaluation, Applied Machine Learning, Google Cloud Platform, Image Analysis, Cloud Computing, Cloud Storage, Predictive Modeling, Data Import/Export

    4.1
    Rating, 4.1 out of 5 stars
    ·
    13 reviews

    Intermediate · Project · Less Than 2 Hours

  • F

    Fundação Lemann

    Explorando os recursos educacionais da Khan Academy

    Skills you'll gain: Learning Management Systems, Education Software and Technology, Digital pedagogy, End User Training and Support, Data Analysis Software, User Accounts, Innovation

    4.8
    Rating, 4.8 out of 5 stars
    ·
    96 reviews

    Mixed · Course · 1 - 3 Months

  • G

    Google Cloud

    Identify Horses or Humans with TensorFlow and Vertex AI

    Skills you'll gain: Convolutional Neural Networks, Tensorflow, Image Analysis, Google Cloud Platform, Model Deployment, Computer Vision, Data Preprocessing, Applied Machine Learning, Data Collection, Software Visualization

    Beginner · Project · Less Than 2 Hours

  • L

    LearnKartS

    Certified Kubernetes Application Developer Exam Prep

    Skills you'll gain: Kubernetes

    4.2
    Rating, 4.2 out of 5 stars
    ·
    68 reviews

    Intermediate · Specialization · 1 - 3 Months

  • L

    LearnKartS

    Effective Collaboration & Teamwork Skills for Professionals

    Skills you'll gain: Team Building, Teamwork, Conflict Management, Collaboration, Team Leadership, Team Motivation, Constructive Feedback, Relationship Building, Emotional Intelligence, Professionalism, Professional Development, Diversity and Inclusion, Employee Engagement, Empathy, Active Listening, Communication Strategies

    4.7
    Rating, 4.7 out of 5 stars
    ·
    29 reviews

    Beginner · Course · 1 - 4 Weeks

  • C

    Coursera

    Introduction to C++ Programming: Create a Tic-Tac-Toe Game

    Skills you'll gain: C++ (Programming Language), Data Structures, Interactive Design, Program Development, Object Oriented Programming (OOP), Computer Programming, Java Programming, Software Development, Computational Logic, Computer Science

    4.5
    Rating, 4.5 out of 5 stars
    ·
    46 reviews

    Beginner · Guided Project · Less Than 2 Hours

  • U

    University of Colorado Boulder

    Intro to the Arctic

    Skills you'll gain: Environment, Environmental Monitoring, Physical Science, Hydrology, Environmental Science, Climate Change Adaptation, Geospatial Information and Technology, Geographic Information Systems, Social Studies, World History

    4.8
    Rating, 4.8 out of 5 stars
    ·
    39 reviews

    Beginner · Course · 1 - 3 Months

  • M

    Microsoft

    Deployment and DevOps

    Skills you'll gain: CI/CD, Azure DevOps, Continuous Integration, Cloud Deployment, Application Deployment, Microsoft Azure, Cloud Services, Continuous Deployment, DevOps, Cloud Applications, Cloud Security, Microsoft Copilot, System Monitoring, Debugging

    4.2
    Rating, 4.2 out of 5 stars
    ·
    13 reviews

    Beginner · Course · 1 - 3 Months

  • U

    University of California, Davis

    Self-Assessment

    Skills you'll gain: Self-Awareness, Personal Attributes, Personal Development, Research, Student-Centred Learning, Lifelong Learning, Goal Setting, Decision Making

    Beginner · Course · 1 - 4 Weeks

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

  • Software Defined Networking: Georgia Institute of Technology
  • Introduction to Academic Research: University of California, Davis
  • Generative AI Automation Tools and Applications: Edureka
  • Classify Images of Clouds in the Cloud with AutoML Vision: Google Cloud
  • Explorando os recursos educacionais da Khan Academy: Fundação Lemann
  • Identify Horses or Humans with TensorFlow and Vertex AI: Google Cloud
  • Certified Kubernetes Application Developer Exam Prep: LearnKartS
  • Effective Collaboration & Teamwork Skills for Professionals: LearnKartS
  • Introduction to C++ Programming: Create a Tic-Tac-Toe Game: Coursera
  • Intro to the Arctic: University of Colorado Boulder

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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