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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


  • P

    Packt

    Real-World Edge Computing

    Skills you'll gain: Model Deployment, Cloud-Native Computing, Application Deployment, Containerization, Security Controls, Kubernetes, Network Planning And Design, MLOps (Machine Learning Operations), Cloud Computing, Endpoint Security, Applied Machine Learning, Enterprise Application Management, Continuous Deployment, Cloud Infrastructure, Docker (Software), Application Security, DevOps, Network Infrastructure, Software Design, Software Development

    Intermediate · Course · 3 - 6 Months

  • N

    Northwestern University

    현대 로봇공학, 강좌 4: 로봇 동작 계획 및 제어

    Skills you'll gain: Control Systems, Robotics, Simulation and Simulation Software, Graph Theory, Mathematical Software, Mathematical Modeling, Algorithms, Virtual Environment, Applied Mathematics, Torque (Physics)

    Intermediate · Course · 1 - 4 Weeks

  • G

    Google Cloud

    ML Pipelines on Google Cloud - 日本語版

    Skills you'll gain: Google Cloud Platform, CI/CD, MLOps (Machine Learning Operations), Data Pipelines, Tensorflow, Continuous Deployment, Model Deployment, Model Training, Metadata Management, AI Orchestration, PyTorch (Machine Learning Library)

    Advanced · Course · 1 - 3 Months

  • B

    Birla Institute of Technology & Science, Pilani

    Software Design Principles

    Skills you'll gain: Object Oriented Design, Software Architecture, Software Design, Software Design Patterns, Object Oriented Programming (OOP), Software Development Life Cycle, Software Development, Software Engineering, Maintainability, System Design and Implementation, Service Oriented Architecture, Technical Design, Web Services, Model View Controller, Event-Driven Programming, Distributed Computing

    Build toward a degree

    Intermediate · Course · 1 - 3 Months

  • P

    Packt

    AI-Enhanced Scrum Master – Smarter Agile Automation

    Skills you'll gain: Prompt Engineering, Prompt Patterns, Generative AI, Microsoft Copilot, Scrum (Software Development), Backlogs, Responsible AI, AI literacy, User Story, Anthropic Claude, Jira (Software), Sprint Planning, AI Integrations, Agile Methodology, ChatGPT, Productivity Software, Presentations, Prioritization

    Intermediate · Course · 1 - 3 Months

  • S

    Scrimba

    React Beginner Project: Build a Color Picker Tool

    Skills you'll gain: Cascading Style Sheets (CSS), Hypertext Markup Language (HTML), HTML and CSS, Color Theory, Javascript, Web Design and Development, Front-End Web Development, Program Development, Programming Principles, Computer Programming, Web Development, Data Validation

    Intermediate · Course · 1 - 4 Weeks

  • P

    Packt

    Angular Fundamentals and Core Concepts

    Skills you'll gain: Angular, Command-Line Interface, Frontend Performance, Data Sharing

    Beginner · Course · 3 - 6 Months

  • P

    Packt

    Salesforce Experience (Community) Cloud Consultant Training

    Skills you'll gain: Salesforce, Driving engagement, Data Sharing, Salesforce Development, Authentications, Management Reporting, Single Sign-On (SSO), Performance Reporting, User Accounts, Data Access, Customer experience improvement, Dashboard, Strategic Partnership, Identity and Access Management, Content Management Systems, Role-Based Access Control (RBAC), Registration, Content Management

    Advanced · Course · 3 - 6 Months

  • U

    University of Colorado System

    Planning, HUDs, and Spawners in GameMaker

    Skills you'll gain: Video Game Development, Game Design, Unity Engine, Unreal Engine, Program Development, No-Code Development, User Interface (UI)

    Beginner · Course · 1 - 4 Weeks

  • G

    Google Cloud

    Essential Google Cloud Infrastructure: Foundation - Italiano

    Skills you'll gain: Cloud Infrastructure, Virtual Machines, Google Cloud Platform, Virtual Networking, Infrastructure Architecture, Cloud Platforms, Virtualization and Virtual Machines, Cloud Computing, Public Cloud, Cloud Services, Network Infrastructure, Cloud Management, Firewall, Network Planning And Design, Command-Line Interface

    Intermediate · Course · 1 - 4 Weeks

  • P

    Packt

    Web Development Fundamentals

    Skills you'll gain: Cascading Style Sheets (CSS), Debugging, jQuery, Hypertext Markup Language (HTML), Web Design and Development, Javascript, Integrated Development Environments, Web Development Tools, Development Environment, UI Components, User Interface (UI), Event-Driven Programming, Animations

    Beginner · Course · 1 - 3 Months

  • C

    Creo Incubator

    Entrepreneurship: Scaling & GTM Growth Strategy

    Skills you'll gain: Go To Market Strategy, Competitive Analysis, Growth Strategies, Product Development, Marketing, Branding, Market Opportunities, User Experience, Market Share, User Centered Design, Market Analysis, Sales Strategy, Strategic Marketing, New Product Development, Brand Strategy, Marketing Strategies, Product Marketing, Marketing Planning, Sales, Entrepreneurship

    Intermediate · Course · 1 - 3 Months

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

  • Real-World Edge Computing: Packt
  • 현대 로봇공학, 강좌 4: 로봇 동작 계획 및 제어: Northwestern University
  • ML Pipelines on Google Cloud - 日本語版: Google Cloud
  • Software Design Principles: Birla Institute of Technology & Science, Pilani
  • AI-Enhanced Scrum Master – Smarter Agile Automation: Packt
  • React Beginner Project: Build a Color Picker Tool: Scrimba
  • Angular Fundamentals and Core Concepts: Packt
  • Salesforce Experience (Community) Cloud Consultant Training: Packt
  • Planning, HUDs, and Spawners in GameMaker: University of Colorado System
  • Essential Google Cloud Infrastructure: Foundation - Italiano: Google Cloud

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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