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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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    Packt

    Intermediate Rust Programming and Advanced Concepts

    Skills you'll gain: Rust (Programming Language), Data Structures, Package and Software Management, Maintainability, Algorithms, Software Testing, Unit Testing, Software Design Patterns, Development Testing

    3.9
    Rating, 3.9 out of 5 stars
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    7 reviews

    Intermediate · Course · 1 - 3 Months

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    Packt

    .NET 8 Backend Bootcamp – Modulith, DDD & CQRS

    Skills you'll gain: Application Deployment, Integration Testing, Object-Relational Mapping, API Design, ASP.NET, Database Design, Enterprise Architecture, Docker (Software), Database Systems, Systems Integration, Data Validation, Business Logic, Development Environment

    Intermediate · Specialization · 3 - 6 Months

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    Johns Hopkins University

    Documentation and Usability for Cancer Informatics

    Skills you'll gain: Usability, User Experience Design, User Centered Design, Usability Testing, Technical Documentation, Bioinformatics, End User Training and Support, Clinical Informatics, Technical Writing, Product Development, Writing

    Intermediate · Course · 1 - 3 Months

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    Packt

    JUnit and Mockito Unit Testing for Java Developers

    Skills you'll gain: JUnit, Unit Testing, IntelliJ IDEA, Apache Maven, Software Testing, Test Case, Testability, Test Tools, Java, Mockups

    4.8
    Rating, 4.8 out of 5 stars
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    8 reviews

    Intermediate · Course · 1 - 3 Months

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    Coursera

    Oracle Performance: Exadata, Enterprise Manager Mastery

    Skills you'll gain: Oracle Databases, Operational Databases, Scalability, Database Management, Performance Tuning, Database Management Systems, Database Architecture and Administration, System Monitoring

    Advanced · Course · 1 - 4 Weeks

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    Codio

    Intro to Managing Resources Using Infrastructure-as-Code

    Skills you'll gain: Infrastructure as Code (IaC), Docker (Software), Kubernetes, Terraform, Ansible, Cloud Infrastructure, Containerization, Cloud Management, Cloud Computing Architecture, Systems Development, Firewall, Application Deployment, Security Controls, Bash (Scripting Language)

    Beginner · Course · 1 - 4 Weeks

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    AI Business School

    AI agents and creator tools for management professionals

    Skills you'll gain: Agentic Workflows, AI Workflows, Productivity, AI Orchestration, AI Personalization, AI Enablement, Responsible AI, Business Analysis, Business Technologies, Innovation, ChatGPT, Operational Efficiency, Risk Analysis

    Intermediate · Course · 1 - 4 Weeks

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    S.P. Jain Institute of Management and Research

    Finance for Decision-Making

    Skills you'll gain: Financial Statement Analysis, Financial Modeling, Income Statement, Investment Management, Balance Sheet, Decision Making, Personal Development, Stress Management, Critical Thinking, Mindfulness

    Intermediate · Course · 1 - 3 Months

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    EDUCBA

    Azure Cognitive Services - Creating an AI Based Chatbot

    Skills you'll gain: Microsoft Azure, Cloud Management, Spring Framework, Responsible AI, Java, Artificial Intelligence, Technical Services, Cloud Deployment, Restful API, Debugging

    4.9
    Rating, 4.9 out of 5 stars
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    11 reviews

    Intermediate · Course · 1 - 4 Weeks

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    Packt

    ChatGPT for SOC Analyst - Master Cyber Security with AI

    Skills you'll gain: Security Information and Event Management (SIEM), Prompt Engineering, ChatGPT, AI Workflows, Cyber Threat Intelligence, Incident Response, AI Security, Vulnerability Assessments, Cloud Security, Threat Detection, Continuous Monitoring, Microsoft Azure, OpenAI, Incident Management

    Intermediate · Course · 1 - 3 Months

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    Packt

    Master in Microsoft Power BI Desktop and Service

    Skills you'll gain: Power BI, Data Analysis Expressions (DAX), Data Transformation, Business Intelligence, Data Modeling, Interactive Data Visualization, Data Manipulation, Dashboard, Data Visualization Software, Microsoft Excel, SQL Server Reporting Services, Data Warehousing, Data Sharing, Data Integration

    Intermediate · Course · 1 - 3 Months

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    Packt

    Advanced Kubernetes - Security, and Large-Scale Deployments

    Skills you'll gain: Kubernetes, Google Cloud Platform, YAML, Cloud Deployment, Data Persistence, Containerization, Application Deployment, Configuration Management, MongoDB, Infrastructure Security, Network Security, Application Programming Interface (API), Scalability

    Intermediate · Course · 1 - 3 Months

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

  • Intermediate Rust Programming and Advanced Concepts: Packt
  • .NET 8 Backend Bootcamp – Modulith, DDD & CQRS: Packt
  • Documentation and Usability for Cancer Informatics: Johns Hopkins University
  • JUnit and Mockito Unit Testing for Java Developers: Packt
  • Oracle Performance: Exadata, Enterprise Manager Mastery: Coursera
  • Intro to Managing Resources Using Infrastructure-as-Code: Codio
  • AI agents and creator tools for management professionals: AI Business School
  • Finance for Decision-Making: S.P. Jain Institute of Management and Research
  • Azure Cognitive Services - Creating an AI Based Chatbot: EDUCBA
  • ChatGPT for SOC Analyst - Master Cyber Security with AI: Packt

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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