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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

    Foundations of Data Structures & Algorithms

    Skills you'll gain: Data Structures, Algorithms, Java, Java Programming, Programming Principles, Computer Programming, Performance Tuning, Computational Thinking, Theoretical Computer Science, Solution Design

    Beginner · Course · 1 - 3 Months

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    Board Infinity

    Model Serving Systems: Containers, APIs & Scalability

    Skills you'll gain: Model Deployment, MLOps (Machine Learning Operations), Docker (Software), Containerization, Application Deployment, Restful API, Microservices, Continuous Deployment, API Design, Scalability, Application Programming Interface (API), Data Validation, Software Versioning, Performance Tuning

    Intermediate · Course · 1 - 4 Weeks

  • Status: Free Trial
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    Pearson

    Generative AI for Developers: Unit 3

    Skills you'll gain: Prompt Engineering, ChatGPT, Prompt Engineering Tools, Prompt Patterns, Multimodal Prompts, Generative AI, OpenAI API, Generative Model Architectures, AI Integrations, AI Workflows, Tool Calling, AI powered creativity, AI Personalization, Data Analysis Software, Test Automation, File I/O

    Intermediate · Course · 1 - 4 Weeks

  • Status: Free Trial
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    Cisco Learning and Certifications

    Introduction to QoS and QoS Mechanisms

    Skills you'll gain: Performance Tuning, Wide Area Networks, Network Troubleshooting, Network Planning And Design, Continuous Monitoring, IT Automation, Service Level

    Beginner · Course · 1 - 3 Months

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    Packt

    Zero to Hero: Master Java SpringBoot & JPA with Projects

    Skills you'll gain: Spring Framework, Version Control, Spring Boot, Hibernate (Java), Object-Relational Mapping, GitHub, Git (Version Control System), Java Programming, Java, Software Configuration Management, Software Documentation, Development Environment, JUnit, Restful API, Application Performance Management, Model View Controller, Back-End Web Development, User Accounts, Authentications, Application Programming Interface (API)

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    Rating, 4.3 out of 5 stars
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    8 reviews

    Intermediate · Course · 3 - 6 Months

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    Coursera

    GenAI for Compliance Officers: Streamline Regulatory Reports

    Skills you'll gain: Compliance Reporting, Prompt Engineering, Google Gemini, AI Workflows, Compliance Management, Microsoft Copilot, Generative AI, Regulatory Compliance, Prompt Engineering Tools, Report Writing, Compliance Auditing, Workflow Management, Business Reporting, AI Integrations, Governance Risk Management and Compliance, Business Process Automation, Data Validation, Operational Efficiency, Process Analysis, Automation

    Intermediate · Course · 1 - 4 Weeks

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    Packt

    Microsoft Azure For .NET Developers

    Skills you'll gain: Infrastructure As A Service (IaaS), Azure Active Directory, Microsoft Azure, Virtual Machines, Cloud Hosting, .NET Framework, Cloud Deployment, Kubernetes, Cloud Infrastructure, Cloud Development, Docker (Software), Cloud Applications, Microsoft Development Tools, Containerization, Microsoft SQL Servers, Application Deployment, Database Application, Active Directory, Microsoft Visual Studio, NoSQL

    Intermediate · Course · 3 - 6 Months

  • Status: New
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    Alex Genadinik

    2026 Mobile App Marketing With ASO, And Monetization

    Skills you'll gain: Keyword Research, Business Planning, Business Modeling, iOS Development, Business Strategy, Entrepreneurship, Strategic Marketing, Promotional Strategies, Marketing Strategies, Growth Strategies, Earned Media, Search Engine Optimization, Revenue Management, Go To Market Strategy, Product Promotion, Competitive Analysis, Advertising

    Mixed · Course · 1 - 3 Months

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    Whizlabs

    Google Cloud DevOps Fundamentals

    Skills you'll gain: DevOps, CI/CD, Containerization, Devops Tools, Continuous Integration, Cloud Security, Kubernetes, Software Development, Google Cloud Platform, Continuous Delivery, Application Deployment, Cloud Deployment, Cloud Services, General Networking, System Monitoring, Identity and Access Management

    5
    Rating, 5 out of 5 stars
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    6 reviews

    Beginner · Course · 1 - 4 Weeks

  • Status: Free Trial
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    Codio

    Select Topics in Python: Matplotlib

    Skills you'll gain: Matplotlib, Plot (Graphics), Data Visualization Software, Statistical Visualization, Data Visualization, Jupyter, Interactive Data Visualization, Scatter Plots, Histogram, Box Plots, Descriptive Statistics, Data Presentation, Animations, Python Programming

    3.3
    Rating, 3.3 out of 5 stars
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    12 reviews

    Intermediate · Course · 1 - 4 Weeks

  • Status: Free Trial
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    EDUCBA

    Design and Automate Infrastructure with Chef on AWS

    Skills you'll gain: Chef (Configuration Management Tool), Infrastructure as Code (IaC), Cloud Infrastructure, Virtual Machines, Amazon Web Services, Amazon Elastic Compute Cloud, Devops Tools, IT Automation, Application Deployment, Cloud Computing, Nginx, Configuration Management, Remote Access Systems, Package and Software Management, Development Environment, Automation, System Configuration, Key Management

    Intermediate · Course · 1 - 4 Weeks

  • Status: Free Trial
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    Logical Operations

    PCAP: Python OOP and Code Streamlining

    Skills you'll gain: Object Oriented Programming (OOP), Object Oriented Design, Python Programming, Code Reusability, Computer Programming, Programming Principles, Scripting, Scripting Languages, Software Development

    Mixed · Course · 1 - 4 Weeks

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

  • Foundations of Data Structures & Algorithms: Packt
  • Model Serving Systems: Containers, APIs & Scalability: Board Infinity
  • Generative AI for Developers: Unit 3: Pearson
  • Introduction to QoS and QoS Mechanisms: Cisco Learning and Certifications
  • Zero to Hero: Master Java SpringBoot & JPA with Projects: Packt
  • GenAI for Compliance Officers: Streamline Regulatory Reports: Coursera
  • Microsoft Azure For .NET Developers: Packt
  • 2026 Mobile App Marketing With ASO, And Monetization: Alex Genadinik
  • Google Cloud DevOps Fundamentals: Whizlabs
  • Select Topics in Python: Matplotlib: Codio

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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