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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


  • C

    Coursera

    Front Desk to Discharge: Clinical Operations Mastery

    Skills you'll gain: Inventory Control, Key Performance Indicators (KPIs), Medical Office Procedures, Time Management, Patient Communication, Patient Flow, Patient Education And Counseling, Record Keeping, Patient Coordination, Health Care Administration, Medical Records, Care Coordination, Scheduling, Emergency Response, Inventory Management, Triage, Health Insurance Portability And Accountability Act (HIPAA) Compliance, Clinical Documentation, Patient Safety, Active Listening

    4 stars, 6 reviews, Beginner, Specialization, 3 - 6 Months

    ★ 4 (6) · Beginner · Specialization · 3 - 6 Months

    Category: New
    New
    Status: Free trial
    Free trial
  • P

    Packt

    AZ-104: Azure Storage, Compute, Containers, and Automation

    Skills you'll gain: Microsoft Azure, Cloud Management, Virtual Machines, Kubernetes, Virtualization and Virtual Machines, Containerization, Cloud Storage, Cloud Computing, Infrastructure As A Service (IaaS), Data Storage, Data Storage Technologies, Cloud Deployment, Application Deployment, Data Management, IT Automation, Infrastructure as Code (IaC), Data Import/Export, Scalability

    Intermediate · Course · 1 - 3 Months

    Status: Free trial
    Free trial
  • U

    Università di Napoli Federico II

    Modelling and simulation of mechanical systems

    Skills you'll gain: Machine Controls, Simulation and Simulation Software, Model Based Systems Engineering, Mechanical Engineering, Control Systems, Computer Vision, Laboratory Experience, Simulations, Image Analysis, Robotics, Experimentation, Matlab, Electronic Systems, Vibrations, Hydraulics, Mathematical Modeling, Engineering Analysis, Automation, Model Evaluation, Data Validation

    4.5 stars, 29 reviews, Intermediate, Course, 1 - 4 Weeks

    ★ 4.5 (29) · Intermediate · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • C

    Coursera

    End-to-End Multimodal AI: Fine-Tuning, Fusion, and MLOps

    Skills you'll gain: API Design, MLOps (Machine Learning Operations), Restful API, Fine-tuning, OAuth, Model Deployment, Application Programming Interface (API), Technical Communication, Model Training, Model Evaluation, Transfer Learning, Vision Transformer (ViT), Model Optimization, Artificial Intelligence and Machine Learning (AI/ML), Machine Learning Software, Solution Architecture, Machine Learning, Data Architecture, Machine Learning Algorithms, Data Science

    Intermediate · Course · 3 - 6 Months

    Category: New
    New
    Status: Free trial
    Free trial
  • E

    EDUCBA

    File Utilities, Filters, and Common Unix Commands

    5 stars, 12 reviews, Beginner, Course, 1 - 4 Weeks

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

    Status: Free trial
    Free trial
  • C

    Codio

    C++: Algorithms

    Skills you'll gain: Algorithms, C++ (Programming Language), C and C++, Data Structures, Theoretical Computer Science, Computer Programming

    3.9 stars, 16 reviews, Intermediate, Course, 1 - 4 Weeks

    ★ 3.9 (16) · Intermediate · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • E

    EDUCBA

    Master Project Planning, Scheduling & Risk Management

    Skills you'll gain: Stakeholder Management, Cost Management, Stakeholder Engagement, Work Breakdown Structure, Stakeholder Communications, Project Schedules, Cost Estimation, Stakeholder Analysis, Scheduling, Project Risk Management, Project Management, Cost Control, Project Scoping, Risk Management, Budget Management, Project Planning, Project Management Life Cycle, Communication Strategies, Scope Management, Risk Analysis

    Mixed · Course · 1 - 3 Months

    Category: New
    New
    Status: Free trial
    Free trial
  • C

    Columbia University

    Features and Boundaries

    Skills you'll gain: Image Analysis, Computer Vision, Classification Algorithms, Algorithms, Machine Learning Methods

    4.8 stars, 55 reviews, Beginner, Course, 1 - 3 Months

    ★ 4.8 (55) · Beginner · Course · 1 - 3 Months

    Status: Free trial
    Free trial
  • A

    Amazon Web Services

    Responsible AI Practices

    Skills you'll gain: Responsible AI, AI Security, Human Centered Design, Data Ethics, Model Evaluation, Artificial Intelligence, AI literacy, Data Preprocessing

    4.2 stars, 57 reviews, Beginner, Course, 1 - 4 Weeks

    ★ 4.2 (57) · Beginner · Course · 1 - 4 Weeks

    Category: Free
    Free
  • C

    Coursera

    Blueprint to Bytecode: Architecting Scalable AI Systems

    Skills you'll gain: Model Deployment, Data Cleansing, Data Transformation, Data Preprocessing, Data Storytelling, Feature Engineering, AWS SageMaker, AI Integrations, Systems Architecture, Solution Architecture, Model Optimization, Cloud Computing Architecture, Scalability, MLOps (Machine Learning Operations), System Design and Implementation, Kubernetes, Data Engineering, Cloud Infrastructure, Docker (Software), Prometheus (Software)

    Intermediate · Specialization · 1 - 3 Months

    Category: New
    New
    Status: Free trial
    Free trial
  • N

    Novartis

    Lead Selection & Optimization

    Skills you'll gain: Drug Development, Pharmacology, Pharmaceuticals, Pre-Clinical Development, Pharmacotherapy, Biochemical Assays, Clinical Research, Biochemistry, Chemistry, Laboratory Research, Infectious Diseases

    4.9 stars, 33 reviews, Intermediate, Course, 1 - 4 Weeks

    ★ 4.9 (33) · Intermediate · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
  • U

    University of Colorado Boulder

    Security & Ethical Hacking: Attacking Web and AI Systems

    Skills you'll gain: AI Security, Open Web Application Security Project (OWASP), Exploitation techniques, Server Side, Application Security, Artificial Intelligence and Machine Learning (AI/ML), Responsible AI, Data Security, LLM Application, Cyber Attacks, Security Awareness, Generative AI, Large Language Modeling, Generative AI Agents, Prompt Engineering

    4.2 stars, 6 reviews, Advanced, Course, 1 - 4 Weeks

    ★ 4.2 (6) · Advanced · Course · 1 - 4 Weeks

    Status: Free trial
    Free trial
    Category: Build toward a degree
    Build toward a degree
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In summary, here are 10 of our most popular applied machine learning courses

  • Front Desk to Discharge: Clinical Operations Mastery: Coursera
  • AZ-104: Azure Storage, Compute, Containers, and Automation: Packt
  • Modelling and simulation of mechanical systems: Università di Napoli Federico II
  • End-to-End Multimodal AI: Fine-Tuning, Fusion, and MLOps: Coursera
  • File Utilities, Filters, and Common Unix Commands: EDUCBA
  • C++: Algorithms: Codio
  • Master Project Planning, Scheduling & Risk Management: EDUCBA
  • Features and Boundaries: Columbia University
  • Responsible AI Practices: Amazon Web Services
  • Blueprint to Bytecode: Architecting Scalable AI Systems: 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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