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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


  • E

    EDUCBA

    Master Nagios XI: Monitor, Configure & Optimize IT Systems

    Skills you'll gain: System Monitoring, Network Monitoring, Event Monitoring, Systems Administration, System Configuration, Continuous Monitoring, IT Management, Network Performance Management, Dashboard Creation, Linux Servers, Incident Management, Linux, System Implementation, User Accounts, Software Installation, User Interface (UI), File Transfer Protocol (FTP)

    Mixed · Course · 1 - 4 Weeks

  • E

    EDUCBA

    Analyze and Predict Prices Using Regression Techniques

    Skills you'll gain: Model Evaluation, Predictive Analytics, Predictive Modeling, Feature Engineering, Regression Analysis, Analytics, Data Analysis, Data Preprocessing, Data Quality, Data Cleansing, Data Integrity, Data Wrangling, Model Training, Data Validation, Data Transformation

    Beginner · Course · 1 - 4 Weeks

  • G

    Google Cloud

    Üretken Yapay Zeka’ya Giriş

    Skills you'll gain: Responsible AI, Prompt Engineering, LLM Application, Large Language Modeling, Generative AI, Data Ethics, Google Gemini, Prompt Engineering Tools, Artificial Intelligence, AI Product Strategy, Business Ethics, AI literacy, Accountability, Accountability Frameworks, Ethical Standards And Conduct, Model Optimization, Governance, Culture Transformation, Safety Assurance, Supervised Learning

    4.8
    Rating, 4.8 out of 5 stars
    ·
    9 reviews

    Intermediate · Specialization · 1 - 3 Months

  • C

    Coursera

    Expand Employee Interaction with Canvas

    Skills you'll gain: Hypertext Markup Language (HTML), Course Development, Learning Management Systems, Collaboration, Training and Development, Teamwork, Team Collaboration, Content Management

    4.8
    Rating, 4.8 out of 5 stars
    ·
    6 reviews

    Beginner · Guided Project · Less Than 2 Hours

  • P

    Pragmatic AI Labs

    Generative AI and LLMs on Databricks

    Skills you'll gain: Prompt Engineering, Retrieval-Augmented Generation, Generative AI, Prompt Engineering Tools, Generative AI Agents, LLM Application, OpenAI, Claude Code, Anthropic Claude, Rust (Programming Language), Databricks, Embeddings, MLOps (Machine Learning Operations), Vector Databases, Data Architecture, DevOps, Python Programming, Software Architecture, Scala Programming, Governance

    Intermediate · Course · 1 - 4 Weeks

  • P

    Packt

    AWS, JavaScript, React - Deploy Web Apps on the Cloud

    Skills you'll gain: AWS Identity and Access Management (IAM), Linux Administration, Amazon Elastic Compute Cloud, Linux Servers, Identity and Access Management, Cloud Hosting, Cloud Deployment, Cloud Infrastructure, Amazon Web Services, Cloud Computing, Front-End Web Development, Cloud Management, Linux, Ubuntu, UI Components, Application Deployment, React.js, Event-Driven Programming, Javascript, Apache

    4.7
    Rating, 4.7 out of 5 stars
    ·
    7 reviews

    Intermediate · Specialization · 3 - 6 Months

  • E

    EDUCBA

    Analyze and Apply Agile & Scrum for Business Success

    Skills you'll gain: Team Performance Management, Team Building, Agile Software Development, Agile Product Development, Product Management

    Beginner · Course · 1 - 4 Weeks

  • L

    LearnQuest

    클라우드 컴퓨팅 기초(Cloud 101)

    Skills you'll gain: Cloud Hosting, Cloud Computing, Cloud Services, Cloud Deployment, Cloud Platforms, Cloud Technologies, Public Cloud, Cloud Computing Architecture, Cloud Infrastructure, Managed Services, Computing Platforms, Infrastructure As A Service (IaaS), Serverless Computing, Microsoft Azure, Software As A Service, Hybrid Cloud Computing, Platform As A Service (PaaS), Distributed Computing, Emerging Technologies, Kubernetes

    4.5
    Rating, 4.5 out of 5 stars
    ·
    27 reviews

    Beginner · Course · 1 - 3 Months

  • E

    EDUCBA

    Create and Master 3D Assets in Blender from Scratch

    Skills you'll gain: 3D Assets, 3D Modeling, Unreal Engine, Computer Graphics, Visualization (Computer Graphics), Computer Graphic Techniques, Animation and Game Design, Data Import/Export, Model Optimization, Graphical Tools, Editing, User Interface (UI), File Management

    Beginner · Course · 1 - 3 Months

  • C

    Coursera

    API Validation with Postman

    Skills you'll gain: Postman API Platform, API Testing, Data Validation, Application Programming Interface (API), Restful API, Verification And Validation, Performance Tuning, Microservices, Performance Testing, Test Tools, Security Controls, Data Integrity, Authentications

    4.6
    Rating, 4.6 out of 5 stars
    ·
    20 reviews

    Intermediate · Course · 1 - 4 Weeks

  • D

    Dartmouth College

    Fundamentals of Digital Transformation

    Skills you'll gain: Digital Transformation, Customer experience strategy (CX), Business Transformation, Data-Driven Decision-Making, Internet Of Things, Cloud Computing, Automation, Cloud Storage, Technology Strategies, Data Ethics, Cloud Infrastructure, Customer Insights, AI Personalization, Business Process Automation, Emerging Technologies, Responsible AI, Business Modeling, Cybersecurity, Operational Efficiency, Law, Regulation, and Compliance

    4.8
    Rating, 4.8 out of 5 stars
    ·
    24 reviews

    Beginner · Course · 1 - 3 Months

  • M

    Michigan State University

    How to Jumpstart Your Hidden Creative Genius

    Skills you'll gain: Design Thinking, Brainstorming, Creative Thinking, Creativity, Creative Problem-Solving, Ideation, Human Centered Design, Problem Solving, Innovation, Self-Awareness

    4.8
    Rating, 4.8 out of 5 stars
    ·
    10 reviews

    Beginner · Course · 1 - 3 Months

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

  • Master Nagios XI: Monitor, Configure & Optimize IT Systems: EDUCBA
  • Analyze and Predict Prices Using Regression Techniques: EDUCBA
  • Üretken Yapay Zeka’ya Giriş: Google Cloud
  • Expand Employee Interaction with Canvas: Coursera
  • Generative AI and LLMs on Databricks: Pragmatic AI Labs
  • AWS, JavaScript, React - Deploy Web Apps on the Cloud: Packt
  • Analyze and Apply Agile & Scrum for Business Success: EDUCBA
  • 클라우드 컴퓨팅 기초(Cloud 101): LearnQuest
  • Create and Master 3D Assets in Blender from Scratch: EDUCBA
  • API Validation with Postman: Coursera

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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