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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


  • S

    Scrimba

    Build a Support Agent with Vercel AI SDK

    Skills you'll gain: OpenAI API, AI Integrations, Agentic Workflows, LLM Application, Vector Databases, Generative AI Agents, Tool Calling, Embeddings, Retrieval-Augmented Generation, Prompt Patterns, Artificial Intelligence and Machine Learning (AI/ML), Generative AI, Prompt Engineering, Agentic systems, Large Language Modeling, TypeScript, Responsible AI, Software Development, Real Time Data, Software Design Patterns

    Intermediate · Course · 1 - 4 Weeks

    Category: Preview
    Preview
  • G

    Google Cloud

    User Authentication: Identity-Aware Proxy

    Skills you'll gain: Google App Engine, Authentications, Application Deployment, Cloud Deployment, Identity and Access Management, Google Cloud Platform, Cloud Applications, Authorization (Computing), User Accounts, Cryptography, Python Programming

    Beginner · Project · Less Than 2 Hours

  • C

    Codio

    Intro to Managing Resources Using Infrastructure-as-Code

    Skills you'll gain: Infrastructure as Code (IaC), Docker (Software), Kubernetes, Program Development, Terraform, Ansible, Cloud Infrastructure, Containerization, Cloud Management, Cloud Platforms, Cloud Deployment, Firewall, Application Deployment, Security Controls, IT Automation, Development Environment, Bash (Scripting Language), Computer Security, Shell Script

    Beginner · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • C

    Coursera

    Oracle Performance: Exadata, Enterprise Manager Mastery

    Skills you'll gain: Oracle Databases, Scalability, Database Management, Performance Tuning, Database Management Systems, Database Architecture and Administration, System Monitoring

    Advanced · Course · 1 - 4 Weeks

    Category: Preview
    Preview
  • S

    Skillshare

    Become a 3D Animator: Build Your Dream Animation Career

    Skills you'll gain: Animations, Animation and Game Design, 3D Modeling, Adaptability, Persistence, Stress Management, Resilience, Self-Starter, Lifelong Learning, Self-Motivation, Goal Setting

    Beginner · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • P

    Packt

    Qlik Sense - Advanced

    Skills you'll gain: Spatial Analysis, Geospatial Information and Technology, Scripting, Geospatial Mapping, Scripting Languages, Dashboard, Dashboard Creation, Data Visualization Software, Data Processing, Interactive Data Visualization, Cascading Style Sheets (CSS), Advanced Analytics

    Intermediate · Course · 1 - 4 Weeks

  • U

    University of Colorado System

    Moving, Shooting, and Debugging in GameMaker

    Skills you'll gain: Video Game Development, Game Design, Debugging, Unity Engine, Program Development, Unreal Engine, Programming Principles, Integrated Development Environments, Computer Programming, C# (Programming Language), Scripting Languages, Scripting

    5 stars, 6 reviews, Beginner, Course, 1 - 4 Weeks

    ★ 5 (6) · Beginner · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • P

    Packt

    Managing IT Project Scope, Schedule, and Resources

    Skills you'll gain: Scope Management, Cost Management, Project Schedules, Budget Management, Project Scoping, Project Performance, Scheduling, Stakeholder Engagement, Stakeholder Management, Resource Management, Work Breakdown Structure, Cost Estimation, Resource Utilization, Requirements Management, Project Controls, Timelines, IT Management, Resource Allocation, Budgeting, Stakeholder Communications

    Intermediate · Course · 1 - 3 Months

    Status: Free trial
    Free trial
  • E

    EDUCBA

    Apply SQL Server to Build a Movie Booking System

    Skills you'll gain: Stored Procedure, Microsoft SQL Servers, Transact-SQL, Database Design, Transaction Processing, SQL, Databases, Relational Databases, Database Development, Database Application, User Interface (UI), System Configuration, UI Components, User Interface (UI) Design, System Implementation, Frontend Integration

    Beginner · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • P

    Packt

    Microsoft Azure For .NET Developers

    Skills you'll gain: Infrastructure As A Service (IaaS), Azure Active Directory, Microsoft Azure, Virtual Machines, Cloud Hosting, .NET Framework, Cloud Deployment, Kubernetes, Cloud Infrastructure, Docker (Software), Cloud Development, Cloud Applications, Microsoft Development Tools, Containerization, Microsoft SQL Servers, Application Deployment, Platform As A Service (PaaS), Database Application, Active Directory, Microsoft Visual Studio

    Intermediate · Course · 3 - 6 Months

  • L

    Lund University

    The Juliet Language for Motion Programming

    Skills you'll gain: Real-Time Operating Systems, Programming Principles, Control Systems, Event-Driven Programming, Robotics, Computer Programming, Program Development, Robotic Process Automation, Automation, Other Programming Languages, Real Time Data, Applied Mathematics

    Intermediate · Course · 1 - 4 Weeks

    Category: Free
    Free
  • G

    Google Cloud

    Compute Engine: Qwik Start - Windows

    Skills you'll gain: Cloud Storage, Virtual Machines, Scalability, Virtualization and Virtual Machines, Windows Servers, Cloud Infrastructure, Google Cloud Platform, Capacity Management, Microsoft Servers, Remote Access Systems, Network Performance Management

    4.7 stars, 9 reviews, Beginner, Project, Less Than 2 Hours

    ★ 4.7 (9) · Beginner · Project · Less Than 2 Hours

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

  • Build a Support Agent with Vercel AI SDK: Scrimba
  • User Authentication: Identity-Aware Proxy: Google Cloud
  • Intro to Managing Resources Using Infrastructure-as-Code: Codio
  • Oracle Performance: Exadata, Enterprise Manager Mastery: Coursera
  • Become a 3D Animator: Build Your Dream Animation Career: Skillshare
  • Qlik Sense - Advanced: Packt
  • Moving, Shooting, and Debugging in GameMaker: University of Colorado System
  • Managing IT Project Scope, Schedule, and Resources: Packt
  • Apply SQL Server to Build a Movie Booking System: EDUCBA
  • Microsoft Azure For .NET Developers: Packt

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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