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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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    EDUCBA

    Develop a Ride-Sharing App Using Swift and Firebase

    Skills you'll gain: iOS Development, Apple iOS, Mobile Development, Swift Programming, UI Components, User Interface (UI), Application Development, User Interface (UI) Design, Authentications, Secure Coding, Code Reusability, Geospatial Information and Technology, Geospatial Mapping, Real Time Data, Data Validation

    Beginner · Course · 1 - 4 Weeks

  • Status: New
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    Coursera

    Nail Regression & Classification

    Skills you'll gain: Model Evaluation, Predictive Modeling, Regression Analysis, Statistical Machine Learning, Statistical Modeling, Classification Algorithms, Predictive Analytics, Logistic Regression, Feature Engineering, Applied Machine Learning, Data-Driven Decision-Making, Data Preprocessing, Model Optimization, Performance Metric

    Intermediate · Course · 1 - 4 Weeks

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    Pragmatic AI Labs

    Agentic AI: Actor Models and Subagent Architecture

    Skills you'll gain: Agentic Workflows, AI Workflows, Agentic systems, AI Orchestration, Claude Code, Generative AI Agents, Rust (Programming Language), Distributed Computing, Anthropic Claude, Go (Programming Language), LLM Application, Software Architecture, Event-Driven Programming, Maintainability, Software Design Patterns, Large Language Modeling, Scalability, TypeScript, Supervised Learning

    Beginner · Course · 1 - 4 Weeks

  • Status: Free Trial
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    EDUCBA

    Apply Puppet for Scalable Infrastructure Automation

    Skills you'll gain: Infrastructure Architecture, IT Automation, Maintainability, Code Reusability, Scalability

    Intermediate · Course · 1 - 4 Weeks

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    S.P. Jain Institute of Management and Research

    Effective Employee Retention Strategies to Combat Attrition

    Skills you'll gain: Employee Retention, Workplace inclusivity, Employee Coaching, Employee Engagement, Organizational Leadership, Management Training And Development, Talent Management, Human Resource Strategy, Workforce Development, Staff Management, Team Motivation, Leadership Development, Employee Onboarding, Drive Engagement, Diversity and Inclusion, People Analytics, Mentorship, Knowledge Transfer, Program Implementation, Performance Metric

    Beginner · Course · 1 - 4 Weeks

  • Status: Free Trial
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    Edureka

    Generative AI for Customer Experience Optimization

    Skills you'll gain: Customer experience improvement, Workflow Management, Process Design, Customer Service, Customer Support, Customer Engagement, Generative AI, Customer Communications Management, Emotional Intelligence, Customer Success Management, OpenAI, Salesforce, Customer Data Management, Customer Relationship Management, Artificial Intelligence, Customer Analysis, No-Code Development, De-escalation Techniques, Surveys, Communication

    Intermediate · Course · 1 - 4 Weeks

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    Microsoft

    AI & Data Insights

    Skills you'll gain: Customer Relationship Management, Customer Relationship Management (CRM) Software, Power BI, Customer Insights, Customer Analysis, Dashboard Creation, AI Personalization, Customer experience improvement, Microsoft Copilot, Customer Data Management, Customer Service, Personalized Service, Statistical Reporting, Analytical Skills, Data Validation, Data Analysis, AI Integrations, Data Integrity, Performance Analysis, Self Service Technologies

    Beginner · Course · 1 - 3 Months

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    Politecnico di Milano

    Circular business models fostering sustainability

    Skills you'll gain: Sustainable Business, Business Modeling, Corporate Sustainability, Digital Transformation, Business Architecture, Business Transformation, Finance, Emerging Technologies, Case Studies

    4.7
    Rating, 4.7 out of 5 stars
    ·
    7 reviews

    Beginner · Course · 1 - 3 Months

  • Status: New
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    Coursera

    Reproduce and Evaluate AI Research Workflows

    Skills you'll gain: Configuration Management, Experimentation, Software Documentation, Software Versioning, Software Configuration Management, Collaborative Software, Workflow Management, Development Environment

    Intermediate · Course · 1 - 4 Weeks

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    Packt

    Mastering Linux Command Line

    Skills you'll gain: Linux Commands, Linux, OS Process Management, Command-Line Interface, Unix Commands, File Systems, User Accounts, Bash (Scripting Language), Shell Script, grep, Linux Administration, Unix Shell, File Management, Remote Access Systems, Operating Systems, Scripting, DevOps

    Beginner · Course · 3 - 6 Months

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    Packt

    AI Security Fundamentals – LLM Threats & OWASP 2026

    Skills you'll gain: AI Security, LLM Application, Open Web Application Security Project (OWASP), Application Security, Large Language Modeling, Prompt Engineering, Secure Coding, Security Testing, Personally Identifiable Information, Data Loss Prevention, Security Controls, Information Privacy, Authorization (Computing), Supply Chain Management, Data Modeling, Data Governance

    Intermediate · Course · 1 - 3 Months

  • Status: Free Trial
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    University of Pittsburgh

    Big Data Processing with Hadoop and Spark

    Skills you'll gain: Apache Hadoop, Apache Spark, PySpark, Data Pipelines, Distributed Computing, Big Data, Apache Hive, Data Processing, Data Storage, Scikit Learn (Machine Learning Library), Predictive Modeling, Scalability, Data Management, File Systems, Data Science, Data Transformation, Information Technology, Data Analysis

    Build toward a degree

    Intermediate · Course · 1 - 4 Weeks

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

  • Develop a Ride-Sharing App Using Swift and Firebase: EDUCBA
  • Nail Regression & Classification: Coursera
  • Agentic AI: Actor Models and Subagent Architecture: Pragmatic AI Labs
  • Apply Puppet for Scalable Infrastructure Automation: EDUCBA
  • Effective Employee Retention Strategies to Combat Attrition: S.P. Jain Institute of Management and Research
  • Generative AI for Customer Experience Optimization: Edureka
  • AI & Data Insights: Microsoft
  • Circular business models fostering sustainability: Politecnico di Milano
  • Reproduce and Evaluate AI Research Workflows: Coursera
  • Mastering Linux Command Line: 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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