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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: Free Trial
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    Coursera

    Optimize AI: Plan, Evaluate, and Learn

    Skills you'll gain: Risk Management, Risk Analysis, Risk Management Framework, Decision Making, Model Training, Continuous Deployment, Strategic Decision-Making, Operational Analysis, Release Management, Project Planning, Predictive Modeling, A/B Testing, Business Priorities, Algorithms, Experimentation, Applied Machine Learning, Advanced Analytics, Procedure Development, Product Planning, Product Development

    Intermediate · Course · 1 - 4 Weeks

  • P

    Packt

    Full-Stack AI and Mastering AI Agents Bootcamp

    Skills you'll gain: Generative AI Agents, Agentic Workflows, Large Language Modeling, AI Workflows, AI Integrations, Software Installation

    Intermediate · Course · 1 - 3 Months

  • Status: Free Trial
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    Pearson

    Introduction to Transformer Models for NLP: Unit 3

    Skills you'll gain: Vision Transformer (ViT), Model Deployment, Transfer Learning, Hugging Face, MLOps (Machine Learning Operations), Cloud Deployment, Large Language Modeling, Generative AI, Fine-tuning, Computer Vision, Image Analysis, Generative Model Architectures, Natural Language Processing, Application Deployment

    Intermediate · Course · 1 - 4 Weeks

  • Status: Free Trial
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    Packt

    SCCM Installation & Client Configuration

    Skills you'll gain: Active Directory, Software Installation, System Configuration, Microsoft Servers, Microsoft Intune (Mobile Device Management Software), Software Configuration Management, Azure Active Directory, Hyper-V, System Implementation, Infrastructure Architecture, IT Infrastructure, Mac OS, Virtual Machines, Microsoft Azure, System Requirements, Scalability

    Intermediate · Course · 1 - 4 Weeks

  • Status: Free Trial
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    Skillshare

    Blender for Filmmakers: Turn 2D Photos into 3D Scenes

    Skills you'll gain: Animations, 3D Assets, 3D Modeling, Motion Graphics, Visualization (Computer Graphics), Adobe After Effects, Computer Graphics, Post-Production, Computer Graphic Techniques, Cinematography, Photo/Video Production and Technology, Image Quality

    Intermediate · Course · 1 - 4 Weeks

  • Status: Free Trial
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    Politecnico di Milano

    Agile Project Management: Agile-as-a-Culture, beyond SCRUM

    Skills you'll gain: Agile Project Management, Scaled Agile Framework, Team Oriented, Team Management, Agile Software Development, Team Building, Team Motivation, Agile Product Development, Teamwork, Team Performance Management, Culture Transformation, Agile Methodology, Organizational Leadership, Organizational Development, Trustworthiness, Innovation, Constructive Feedback, Cross-Functional Collaboration, Leadership

    4.9
    Rating, 4.9 out of 5 stars
    ·
    7 reviews

    Beginner · Course · 1 - 3 Months

  • Status: Free Trial
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    Coursera

    Secure AI Model Deployments & Lifecycles

    Skills you'll gain: Model Deployment, MLOps (Machine Learning Operations), AI Security, Cloud Deployment, DevOps, CI/CD, AI Workflows, Artificial Intelligence and Machine Learning (AI/ML), Metadata Management, System Monitoring, Software Versioning, Data-Driven Decision-Making, Incident Response

    Intermediate · Course · 1 - 4 Weeks

  • Status: Free Trial
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    Edureka

    Generative AI Essentials for Customer Service

    Skills you'll gain: Prompt Engineering, Prompt Patterns, Generative AI Agents, Prompt Engineering Tools, Generative AI, ChatGPT, Self Service Technologies, Customer Service, AI Personalization, Content Performance Analysis, Customer Support, Customer Communications Management, Customer Inquiries, AI Workflows, Customer experience improvement, Customer and Client Support, Microsoft Copilot, Customer Insights, AI Integrations, Customer Relationship Management

    Beginner · Course · 1 - 4 Weeks

  • Status: New
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    EDUCBA

    Build Advanced Ruby Applications Through Projects

    Skills you'll gain: Object Oriented Design, Ruby (Programming Language), Performance Tuning, Data Persistence, Secure Coding, File I/O, Maintainability, Application Design, Software Engineering, Development Environment, Application Development, Application Performance Management, Object Oriented Programming (OOP), Code Reusability, Application Security, Unit Testing, Application Lifecycle Management, Dataflow, Scalability, Software Design

    Beginner · Course · 1 - 3 Months

  • Status: Free Trial
    Free Trial
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    IBM

    Hybrid Cloud: Networking, Storage and Data Management

    Skills you'll gain: Cloud Storage, Data Storage, Hybrid Cloud Computing, Data Storage Technologies, Cloud Security, Cloud Computing, Cloud Infrastructure, Performance Tuning, Business Continuity Planning, Multi-Cloud, Business Continuity, Computer Networking, Disaster Recovery, Cloud Platforms, Virtual Private Networks (VPN), Load Balancing, Database Management, IBM Cloud, Architectural Design, Planning

    Intermediate · Course · 1 - 4 Weeks

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    Packt

    Master LangChain with No-Code tools - Flowise and LangFlow

    Skills you'll gain: Prompt Engineering, Prompt Engineering Tools, LLM Application, AI Workflows, AI Orchestration, No-Code Development, Retrieval-Augmented Generation, Memory Management, Agentic systems, Application Programming Interface (API), Software Installation

    Beginner · Course · 1 - 3 Months

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    Pearson

    Google Cloud Essentials

    Skills you'll gain: Google Cloud Platform, Virtual Machines, Kubernetes, Cloud Platforms, Cloud Computing, Public Cloud, Serverless Computing, Cloud Services, Artificial Intelligence and Machine Learning (AI/ML), Cloud Management, Security Management, Containerization, Command-Line Interface, Cloud Security, Security Controls, Big Data, Analytics, Event-Driven Programming

    Beginner · Course · 1 - 4 Weeks

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

  • Optimize AI: Plan, Evaluate, and Learn: Coursera
  • Full-Stack AI and Mastering AI Agents Bootcamp: Packt
  • Introduction to Transformer Models for NLP: Unit 3: Pearson
  • SCCM Installation & Client Configuration: Packt
  • Blender for Filmmakers: Turn 2D Photos into 3D Scenes: Skillshare
  • Agile Project Management: Agile-as-a-Culture, beyond SCRUM: Politecnico di Milano
  • Secure AI Model Deployments & Lifecycles: Coursera
  • Generative AI Essentials for Customer Service: Edureka
  • Build Advanced Ruby Applications Through Projects: EDUCBA
  • Hybrid Cloud: Networking, Storage and Data Management: IBM

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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