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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


  • D

    Duke University

    Cloud Virtualization, Containers and APIs

    Skills you'll gain: Cloud Deployment, Cloud-Native Computing, Cloud Applications, Cloud Platforms, Microservices, Cloud Computing, DevOps, Kubernetes, Continuous Delivery, Containerization, Amazon Web Services, Serverless Computing, Virtual Machines, Performance Testing, System Monitoring, Flask (Web Framework)

    4.4
    Rating, 4.4 out of 5 stars
    ·
    134 reviews

    Beginner · Course · 1 - 4 Weeks

  • U

    University of Colorado Boulder

    Real-Time Embedded Systems

    Skills you'll gain: Real-Time Operating Systems, Systems Architecture, Embedded Software, Software Design, System Design and Implementation, Embedded Systems, System Programming, Software Systems, Electronic Systems, Systems Design, Hardware Architecture, Software Architecture, Requirements Analysis, Real Time Data, Linux, Service Level, OS Process Management, System Requirements, Debugging, Algorithms

    Build toward a degree

    4
    Rating, 4 out of 5 stars
    ·
    122 reviews

    Intermediate · Specialization · 3 - 6 Months

  • D

    DeepLearning.AI

    KI für alle

    Skills you'll gain: AI Product Strategy, Artificial Intelligence, Business Strategy, Team Building, Data Ethics, Data Science, Artificial Neural Networks, Machine Learning, Deep Learning, Social Impact, Sales, Writing

    4.8
    Rating, 4.8 out of 5 stars
    ·
    25 reviews

    Beginner · Course · 1 - 4 Weeks

  • M

    Microsoft

    Essentials with Azure Fundamentals

    Skills you'll gain: Microsoft Azure, Cloud Management, Cloud Computing, Cloud Infrastructure, Infrastructure As A Service (IaaS), Cloud Platforms, Infrastructure as Code (IaC), Virtual Machines, System Monitoring, Cloud Security, Scalability

    4.5
    Rating, 4.5 out of 5 stars
    ·
    107 reviews

    Beginner · Course · 1 - 4 Weeks

  • T

    Tecnológico de Monterrey

    Principios de Psicología

    Skills you'll gain: Psychology, Human Learning, Human Development, Scientific Methods, Social Sciences, Culture, Mental Health Diseases and Disorders, Research

    4.7
    Rating, 4.7 out of 5 stars
    ·
    245 reviews

    Beginner · Course · 1 - 4 Weeks

  • S

    SkillUp

    Foundations of AI in Healthcare

    Skills you'll gain: Health Insurance Portability And Accountability Act (HIPAA) Compliance, Clinical Informatics, Clinical Research, Artificial Intelligence, MLOps (Machine Learning Operations), Health Informatics, Artificial Intelligence and Machine Learning (AI/ML), Model Evaluation, Data Analysis

    Intermediate · Course · 1 - 4 Weeks

  • U

    University of Illinois Urbana-Champaign

    VLSI CAD Part II: Layout

    Skills you'll gain: Application Specific Integrated Circuits, Hardware Design, Computer-Aided Design, Systems Design, Computer Architecture, Network Routing, Computational Logic, Electrical Engineering, Data Structures, Algorithms, Graph Theory, Mathematical Modeling, Calculus

    4.7
    Rating, 4.7 out of 5 stars
    ·
    283 reviews

    Intermediate · Course · 1 - 3 Months

  • U

    University of Geneva

    Le Bien, le Juste, l'Utile. Introduction aux éthiques philosophiques

    Skills you'll gain: Ethical Standards And Conduct, Liberal Arts, Case Studies, Social Justice, Environmental Issue, Research, Social Impact, Economics, Policy, and Social Studies, Policy Analysis, Political Sciences, Personal Development

    4.8
    Rating, 4.8 out of 5 stars
    ·
    628 reviews

    Mixed · Course · 1 - 3 Months

  • J

    Johns Hopkins University

    Excellence in Online Teaching

    Skills you'll gain: Web Content Accessibility Guidelines, Education Software and Technology, Educational Materials, Learning Management Systems, Digital pedagogy, Community Development, Adult Education, Instructional Design, Motivational Skills, Relationship Building, Technology Strategies, Professional Development, Collaboration, Cultural Responsiveness, Constructive Feedback, Communication

    4.4
    Rating, 4.4 out of 5 stars
    ·
    72 reviews

    Beginner · Course · 1 - 3 Months

  • H

    H2O.ai

    H2O ai Large Language Models (LLMs) - Level 1

    Skills you'll gain: Large Language Modeling, Artificial Neural Networks, Deep Learning, Artificial Intelligence and Machine Learning (AI/ML), Generative AI, Generative Model Architectures, Natural Language Processing, Transfer Learning

    3.2
    Rating, 3.2 out of 5 stars
    ·
    9 reviews

    Beginner · Course · 1 - 4 Weeks

  • M

    Microsoft

    AI agent fundamentals with Azure AI Foundry

    Skills you'll gain: Prompt Engineering, Microsoft Azure, Development Testing, Application Deployment, LLM Application, Multimodal Prompts, Artificial Intelligence, Test Case, Agentic systems, Application Programming Interface (API), Information Architecture, Natural Language Processing, Technical Documentation

    3.5
    Rating, 3.5 out of 5 stars
    ·
    17 reviews

    Intermediate · Course · 1 - 4 Weeks

  • R

    Rice University

    Investment Strategies and Portfolio Analysis

    Skills you'll gain: Portfolio Management, Investment Management, Performance Measurement, Performance Analysis, Return On Investment, Investments, Financial Market, Financial Analysis, Risk Analysis, Benchmarking, Statistical Analysis

    4.2
    Rating, 4.2 out of 5 stars
    ·
    280 reviews

    Mixed · Course · 1 - 4 Weeks

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

  • Cloud Virtualization, Containers and APIs: Duke University
  • Real-Time Embedded Systems: University of Colorado Boulder
  • KI für alle: DeepLearning.AI
  • Essentials with Azure Fundamentals: Microsoft
  • Principios de Psicología: Tecnológico de Monterrey
  • Foundations of AI in Healthcare: SkillUp
  • VLSI CAD Part II: Layout: University of Illinois Urbana-Champaign
  • Le Bien, le Juste, l'Utile. Introduction aux éthiques philosophiques: University of Geneva
  • Excellence in Online Teaching: Johns Hopkins University
  • H2O ai Large Language Models (LLMs) - Level 1: H2O.ai

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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