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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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    Northeastern University

    Computation and Visualization for Analytics Part 1

    Skills you'll gain: Data Storytelling, Interactive Data Visualization, Data Visualization, Data Visualization Software, Visualization (Computer Graphics), Matplotlib, Plot (Graphics), Data Preprocessing, Pandas (Python Package), Data Processing, Data Cleansing, Data Integration, Big Data, Programming Principles, Python Programming

    Build toward a degree

    Mixed · Course · 1 - 3 Months

  • Status: New
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    John Wiley & Sons

    Information Security Management Fundamentals

    Skills you'll gain: Security Management, Risk Management, Risk Management Framework, Compliance Management, Enterprise Risk Management (ERM), Risk Control, Risk Mitigation, Security Strategy, Cyber Governance, Risk Analysis, Governance, Cybersecurity, Regulatory Compliance, Security Controls, Law, Regulation, and Compliance, Regulation and Legal Compliance, Management Reporting, Cyber Security Policies, Cyber Security Strategy, Incident Response

    Intermediate · Course · 1 - 4 Weeks

  • Status: Free Trial
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    LearnKartS

    Program Management: Governance & Lifecycle Domains

    Skills you'll gain: Stakeholder Engagement, Stakeholder Management, Project Management Office (PMO), Project Management Life Cycle, Program Management, Governance, Project Closure, Stakeholder Communications, Benefits Administration, Project Management Institute (PMI) Methodology, Program Development, Solution Delivery, Project Management, Stakeholder Analysis, Program Implementation, Program Standards, Program Evaluation, Project Implementation, Organizational Strategy, Systems Integration

    4.6
    Rating, 4.6 out of 5 stars
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    14 reviews

    Intermediate · Course · 1 - 4 Weeks

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    Packt

    Agile Project Management

    Skills you'll gain: User Story, Stakeholder Management, Sprint Planning, Agile Project Management, Agile Software Development, Kanban Principles, Scrum (Software Development), Agile Methodology, Stakeholder Engagement, Backlogs, Agile Product Development, Sprint Retrospectives, Stakeholder Analysis, Stakeholder Communications, Requirements Management, Project Management, Product Requirements, Lean Methodologies, Release Management, Project Schedules

    Beginner · Course · 3 - 6 Months

  • Status: Free Trial
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    Coursera

    Preparing Text for AI Models

    Skills you'll gain: Data Ethics, Data Validation, Generative AI, Prompt Engineering, Data Cleansing, Data Quality, Data Preprocessing, Large Language Modeling, Hugging Face, Data Collection, Token Optimization, Data Wrangling, Unstructured Data, Fine-tuning, Data Transformation, Data Pipelines, Model Evaluation

    Intermediate · Course · 1 - 4 Weeks

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    EDUCBA

    Build Cloud-Based Employee Management Systems

    Skills you'll gain: Cloud Computing Architecture, MySQL, Cloud Applications, Cloud Development, Google Cloud Platform, Back-End Web Development, Restful API, Cloud Services, Object-Relational Mapping, Data Persistence, Database Development, Verification And Validation, API Design, Systems Architecture, Databases, Application Programming Interface (API), Database Design, Server Side, Data Storage Technologies, Application Development

    Beginner · Course · 1 - 4 Weeks

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    Packt

    Scala Fundamentals

    Skills you'll gain: Object Oriented Design, Data Structures, Code Reusability

    Beginner · Course · 1 - 3 Months

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    I

    Illinois Tech

    Open Source Programming - Bachelor's

    Skills you'll gain: Object Oriented Programming (OOP), Web Scraping, Object Oriented Design, Data Structures, Web Development Tools, Test Driven Development (TDD), Computer Programming, Python Programming, Scripting Languages, User Interface (UI), Open Source Technology, Programming Principles, Database Management, Database Application, Code Reusability, UI Components, File I/O, Frontend Integration

    4.8
    Rating, 4.8 out of 5 stars
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    8 reviews

    Intermediate · Course · 1 - 3 Months

  • Status: Free Trial
    Free Trial
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    Coursera

    Launch & Optimize Multi-Channel Ad Campaigns

    Skills you'll gain: Campaign Management, Meta Ads Manager, Advertising Campaigns, Performance Analysis, Digital Advertising, Digital Marketing Campaigns, Media Buying, Performance Metric, Marketing Analytics, Data-Driven Marketing, Budget Management, Cost Benefit Analysis

    Beginner · Course · 1 - 4 Weeks

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    Coursera

    Plots Creation using Matplotlib Python

    Skills you'll gain: Matplotlib, Box Plots, Plot (Graphics), Seaborn, Data Visualization, Statistical Visualization, Data Visualization Software, Pandas (Python Package), Scatter Plots, Data Presentation, Data Import/Export, Histogram, Python Programming, Data Manipulation, Data Analysis, Data Structures

    3.9
    Rating, 3.9 out of 5 stars
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    9 reviews

    Beginner · Guided Project · Less Than 2 Hours

  • Status: New
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    Status: Free Trial
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    J

    John Wiley & Sons

    Generative AI: Tools, Techniques, and Applications

    Skills you'll gain: Prompt Engineering, Prompt Patterns, Generative AI, Generative Model Architectures, ChatGPT, AI powered creativity, AI literacy, AI Enablement, Microsoft Copilot, AI Integrations, Token Optimization, AI Workflows, Education Software and Technology, AI Personalization, Artificial Intelligence and Machine Learning (AI/ML), Business Administration, Integration Testing

    Intermediate · Course · 3 - 6 Months

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    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

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

  • Computation and Visualization for Analytics Part 1: Northeastern University
  • Information Security Management Fundamentals: John Wiley & Sons
  • Program Management: Governance & Lifecycle Domains: LearnKartS
  • Agile Project Management: Packt
  • Preparing Text for AI Models: Coursera
  • Build Cloud-Based Employee Management Systems: EDUCBA
  • Scala Fundamentals: Packt
  • Open Source Programming - Bachelor's: Illinois Tech
  • Launch & Optimize Multi-Channel Ad Campaigns: Coursera
  • Plots Creation using Matplotlib Python: Coursera

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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