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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


  • L

    LearnQuest

    Decision-Making in Dynamic Environments

    Skills you'll gain: Reinforcement Learning, Decision Intelligence, AI Orchestration, Responsible AI, Agentic systems, Agentic Workflows, Data Ethics, Artificial Intelligence, Machine Learning Methods, Distributed Computing, AI Security, Model Training, Model Optimization

    Beginner · Course · 1 - 4 Weeks

    Status: Free Trial
    Free Trial
  • G

    Google Cloud

    Implementing Canary Releases of TensorFlow Model Deployments with Kubernetes and Anthos Service Mesh

    Skills you'll gain: Cloud Computing, Model Deployment, Cloud Deployment, Istio, Tensorflow, Google Cloud Platform, MLOps (Machine Learning Operations), Kubernetes, Application Deployment, Continuous Deployment, Microservices, Load Balancing

    Intermediate · Project · Less Than 2 Hours

  • E

    EDUCBA

    Apply JBoss EAP for Enterprise Java Deployment

    Skills you'll gain: Application Deployment, Application Servers, Enterprise Application Management, DevOps, System Configuration, Java Platform Enterprise Edition (J2EE), Server Administration, Java, Data Access, Security Management, Servers, Middleware, Development Environment, Application Development, Build Tools

    Beginner · Course · 1 - 4 Weeks

    Category: New
    New
    Category: Preview
    Preview
  • A

    Alberta Machine Intelligence Institute

    Generative AI for Audio and Images: Models and Applications

    Skills you'll gain: Generative AI, Generative Model Architectures, Generative Adversarial Networks (GANs), Vision Transformer (ViT), AI powered creativity, Autoencoders, Convolutional Neural Networks, Model Training, Responsible AI, Computer Vision, Music, Digital Signal Processing

    Mixed · Course · 1 - 4 Weeks

    Status: Free Trial
    Free Trial
  • D

    Dartmouth College

    Simulation for Digital Transformation

    Skills you'll gain: Simulations, Simulation and Simulation Software, Analytics, Digital Transformation, Complex Problem Solving, Predictive Analytics, Data-Driven Decision-Making, Process Modeling, Verification And Validation, Probability, Process Optimization, Data Integration, Risk Management, Probability Distribution, Python Programming, Event-Driven Programming, Decision Making, Performance Analysis

    Intermediate · Course · 1 - 3 Months

    Status: Free Trial
    Free Trial
  • P

    Packt

    Digital Ethics in the Age of AI

    Skills you'll gain: Data Ethics, Responsible AI, Information Privacy, Personally Identifiable Information, AI literacy, Digital Transformation, Cyber Governance, AI Product Strategy, AI Enablement, Artificial Intelligence, Law, Regulation, and Compliance, Business Ethics, Ethical Standards And Conduct, Artificial Intelligence and Machine Learning (AI/ML), Generative AI, Social Sciences

    Beginner · Course · 3 - 6 Months

    Category: New
    New
  • P

    Packt

    Linux Command Line for Beginners

    Skills you'll gain: User Accounts, Linux, Linux Administration, Shell Script, Linux Commands, User Provisioning, Unix Shell, Command-Line Interface, Operating System Administration, System Monitoring, File Systems, Unix, Scripting, Systems Administration, File Management, Software Installation, Virtual Machines, System Configuration, Operating Systems

    Beginner · Course · 1 - 4 Weeks

  • S

    STARWEAVER

    Build a Data Warehouse Using BigQuery

    Skills you'll gain: Data Warehousing, Data Architecture, SQL, Business Intelligence, Data Pipelines, Data Modeling, Data Management, Data-Driven Decision-Making, Query Languages, Business Analytics, Data Transformation, Performance Tuning, Cloud Computing, Cloud Management, Scripting, Python Programming

    ★ 4.3 (7) · Advanced · Course · 1 - 4 Weeks

    Category: Preview
    Preview
  • L

    LearnKartS

    Program Management Process

    Skills you'll gain: Program Management, Project Controls, Cost Management, Earned Value Management, Risk Analysis, Process Management, Risk Management, Program Implementation, Project Schedules, Project Closure, Project Management Institute (PMI) Methodology, Risk Management Framework, Cost Estimation, Business Risk Management, Procurement, Communication Planning, Financial Management, Contract Management, Scheduling, Quality Management

    ★ 4.3 (6) · Intermediate · Course · 1 - 4 Weeks

    Status: Free Trial
    Free Trial
  • S

    Simplilearn

    Azure Cloud Computing Training for Beginners

    Skills you'll gain: Microsoft Azure, Azure Active Directory, Virtual Machines, Azure DevOps, Azure DevOps Pipelines, Cloud Computing, Cloud Services, DevOps, Cloud Infrastructure, Data Integration, Infrastructure As A Service (IaaS), Cloud Platforms, Virtualization and Virtual Machines, Cloud Computing Architecture, Application Development, Cloud Technologies, Identity and Access Management, Virtual Networking, Devops Tools, Network Planning And Design

    Beginner · Course · 1 - 4 Weeks

    Category: Preview
    Preview
  • P

    Packt

    Foundations of Micro850 PLC Programming

    Skills you'll gain: Computational Logic, Data Structures, Diagram Design, Dataflow, Program Development, Data Management

    Intermediate · Course · 1 - 3 Months

    Status: Free Trial
    Free Trial
  • P

    Pearson

    Virtualization for Everyone

    Skills you'll gain: Virtualization, Virtualization and Virtual Machines, Virtual Machines, Virtual Networking, Virtual Environment, Computing Platforms, Software Installation, Linux, Devops Tools, System Requirements, Encryption

    Intermediate · Course · 1 - 4 Weeks

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

  • Decision-Making in Dynamic Environments: LearnQuest
  • Implementing Canary Releases of TensorFlow Model Deployments with Kubernetes and Anthos Service Mesh: Google Cloud
  • Apply JBoss EAP for Enterprise Java Deployment: EDUCBA
  • Generative AI for Audio and Images: Models and Applications: Alberta Machine Intelligence Institute
  • Simulation for Digital Transformation: Dartmouth College
  • Digital Ethics in the Age of AI: Packt
  • Linux Command Line for Beginners: Packt
  • Build a Data Warehouse Using BigQuery: STARWEAVER
  • Program Management Process: LearnKartS
  • Azure Cloud Computing Training for Beginners: Simplilearn

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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