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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


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    Pearson

    Test-Driven Development for JavaScript: Unit 3

    Skills you'll gain: Angular, Unit Testing, JavaScript Frameworks, Testability, Test Driven Development (TDD), Software Testing, Development Testing, React.js, Integration Testing

    Intermediate · Course · 1 - 4 Weeks

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    Pearson

    Linux Foundation Certified System Administrator (LFCS): Unit 4

    Skills you'll gain: Linux Administration, Linux, Linux Commands, Bash (Scripting Language), Linux Servers, Operating System Administration, Shell Script, Unix Shell, OS Process Management, Network Administration, System Configuration, Command-Line Interface, System Monitoring, Operating Systems, Performance Tuning

    Intermediate · Course · 1 - 4 Weeks

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    Microsoft

    Code and framework based agent development

    Skills you'll gain: Prompt Patterns, Artificial Intelligence and Machine Learning (AI/ML), Large Language Modeling, Agentic systems, Secure Coding, Authorization (Computing), Debugging, Authentications

    Intermediate · Course · 1 - 4 Weeks

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    Fred Hutchinson Cancer Center

    Making Science Reproducible - A Capstone Course

    Skills you'll gain: Version Control, Key Management, YAML

    Advanced · Course · 1 - 4 Weeks

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    Coursera

    SonarQube Mastery: Continuous Code Inspection & Security

    Skills you'll gain: Continuous Integration, Code Coverage, Code Review, Vulnerability, CI/CD, Application Security, DevSecOps, Vulnerability Assessments, Software Quality Assurance, Maintainability, Software Quality (SQA/SQC), GitHub, Software Installation, System Configuration, Security Management, Data Integration, Quality Improvement, Analysis

    Intermediate · Course · 1 - 4 Weeks

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    Whizlabs

    Microsoft Security Solutions Capabilities

    Skills you'll gain: Security Controls, Continuous Monitoring, Authorization (Computing), Anomaly Detection

    Intermediate · Course · 1 - 4 Weeks

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    Pearson

    Cisco Software-Defined Wan for Enterprise & Cloud: Unit 2

    Skills you'll gain: Software-Defined Networking, Wide Area Networks, Network Planning And Design, Virtual Private Networks (VPN), Network Architecture, Cloud Computing, Network Infrastructure, Network Routing, Network Troubleshooting, System Configuration, Configuration Management, Scalability

    Beginner · Course · 1 - 4 Weeks

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    Packt

    RESTful API with Express

    Skills you'll gain: API Design, Data Store, Routing Protocols, Javascript

    Intermediate · Course · 1 - 4 Weeks

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    Google Cloud

    MLOps with Vertex AI: Manage Features - 한국어

    Skills you'll gain: MLOps (Machine Learning Operations), Google Cloud Platform, Data Modeling, Feature Engineering, Data Store, Data Management, Data Processing, Continuous Deployment, Data Quality, Data Storage

    Intermediate · Course · 1 - 4 Weeks

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    Google Cloud

    Gemini for Data Scientists and Analysts - Français

    Skills you'll gain: Google Gemini, Marketing Analytics, Analytics, Customer Analysis, Generative AI, Data Analysis, Customer Insights, Google Cloud Platform, Customer Data Management, Marketing Strategies, Predictive Modeling, Forecasting, SQL

    Beginner · Course · 1 - 4 Weeks

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    Microsoft

    Building multi-agent systems

    Skills you'll gain: Responsible AI, Containerization, Scalability, Docker (Software), Application Deployment, Kubernetes, Azure Active Directory, System Monitoring, Agentic systems, Artificial Intelligence, Microsoft 365, Generative AI Agents, Enterprise Architecture, Microsoft Azure, Application Design, Software Architecture, Systems Architecture, Enterprise Security, LLM Application, Authentications

    Intermediate · Course · 1 - 4 Weeks

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    EDUCBA

    VBScript: Build Web Converters & Calculators

    Skills you'll gain: Hypertext Markup Language (HTML), Usability Testing, Cascading Style Sheets (CSS), Functional Testing, Web Development, Development Environment, Microsoft Visual Studio, Scripting, Visual Basic (Programming Language), Web Applications, Real Time Data, Web Design, Integrated Development Environments

    Mixed · Course · 1 - 4 Weeks

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

  • Test-Driven Development for JavaScript: Unit 3: Pearson
  • Linux Foundation Certified System Administrator (LFCS): Unit 4: Pearson
  • Code and framework based agent development: Microsoft
  • Making Science Reproducible - A Capstone Course: Fred Hutchinson Cancer Center
  • SonarQube Mastery: Continuous Code Inspection & Security: Coursera
  • Microsoft Security Solutions Capabilities: Whizlabs
  • Cisco Software-Defined Wan for Enterprise & Cloud: Unit 2: Pearson
  • RESTful API with Express: Packt
  • MLOps with Vertex AI: Manage Features - 한국어: Google Cloud
  • Gemini for Data Scientists and Analysts - Français: Google Cloud

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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