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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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    U

    University of the Arts London

    Fashion Values: Society

    Skills you'll gain: Social Justice, Design Thinking, Social Impact, Sustainable Design, Social Studies, Advocacy, Creative Thinking, Case Studies, Sustainable Development, Design, Systems Thinking, Sociology, Ideation, Empathy, Corporate Sustainability, Sustainability Standards, Problem Solving, Research, Prototyping, Collaboration

    Beginner · Course · 1 - 4 Weeks

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    Berklee

    Electronic Music Production

    Skills you'll gain: File Management, Musical Composition, Music, Music Performance, Media Production, Music Theory, Post-Production, Creativity, Digital Signal Processing, Electronic Media, Automation, Design Software, digital literacy, Peer Review, Patch Management, Software Installation, Editing, System Configuration, System Requirements

    4.8
    Rating, 4.8 out of 5 stars
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    2.3K reviews

    Intermediate · Specialization · 3 - 6 Months

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    U

    University of Toronto

    GIS, Mapping, and Spatial Analysis

    Skills you'll gain: ArcGIS, Spatial Data Analysis, Spatial Analysis, Geographic Information Systems, Geospatial Mapping, GIS Software, Data Mapping, Geospatial Information and Technology, Data Visualization, Metadata Management, Query Languages, Global Positioning Systems, Quantitative Research, Data Compilation, Typography, Data Manipulation, Data Storytelling, Data Modeling, Design Elements And Principles, Image Analysis

    4.8
    Rating, 4.8 out of 5 stars
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    3.1K reviews

    Beginner · Specialization · 3 - 6 Months

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    DeepLearning.AI

    AI Python for Beginners

    Skills you'll gain: Large Language Modeling, Prompt Engineering, Artificial Intelligence, Jupyter, Python Programming, Data Analysis, AI Enablement, Application Development, Scripting, Programming Principles, Automation, Application Programming Interface (API), Debugging, Data Structures

    4.8
    Rating, 4.8 out of 5 stars
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    239 reviews

    Beginner · Course · 1 - 4 Weeks

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    Edureka

    Vibe Coding for Developers

    Skills you'll gain: Vibe coding, Prompt Engineering, Responsible AI, Prompt Patterns, Claude Code, Prompt Engineering Tools, Authentications, LLM Application, AI Workflows, AI Enablement, Anthropic Claude, Application Deployment, Cloud Development, Full-Stack Web Development, Application Development, Generative AI, Artificial Intelligence and Machine Learning (AI/ML), Generative AI Agents, Artificial Intelligence, Agentic systems

    Intermediate · Specialization · 3 - 6 Months

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    EDUCBA

    Build an Interactive Investment App with R Shiny

    Skills you'll gain: Shiny (R Package), Application Deployment, Server Side, Application Lifecycle Management, Authentications, User Interface (UI) Design, Interactive Design, Business Logic, Application Design, Application Development, Dashboard, Security Controls, Web Applications, R (Software)

    Beginner · Course · 1 - 4 Weeks

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    I

    IBM

    Introduction to Agile Development and Scrum

    Skills you'll gain: User Story, Agile Software Development, Scrum (Software Development), Agile Methodology, Kanban Principles, Backlogs, Sprint Retrospectives, Agile Project Management, Workflow Management, Sprint Planning, Team Management, Product Requirements, Lean Methodologies, Performance Measurement

    4.8
    Rating, 4.8 out of 5 stars
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    2.7K reviews

    Beginner · Course · 1 - 4 Weeks

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    Saïd Business School, University of Oxford

    AI and Production

    Skills you'll gain: Intellectual Property, Media Production, Responsible AI, Regulation and Legal Compliance, Large Language Modeling, AI Product Strategy, Data Ethics, Media Strategy, Journalism, AI Workflows, Compliance Management, Artificial Intelligence, Digital Content, Artificial Intelligence and Machine Learning (AI/ML), Generative AI, Innovation, Business Strategy, Digital Transformation, Digital Advertising, Algorithms

    Intermediate · Course · 1 - 3 Months

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    EDUCBA

    Analyze and Query Data Using SAS SQL

    Skills you'll gain: SQL, SAS (Software), Query Languages, Data-Driven Decision-Making, Stored Procedure, Data Manipulation

    Beginner · Course · 1 - 4 Weeks

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    Coursera

    Software QA & Test Automation Engineering

    Skills you'll gain: Selenium (Software), Postman API Platform, JUnit, Test Automation, API Testing, Software Quality Assurance, Test Tools, Test Script Development, Quality Assurance, Unit Testing, Software Testing, Continuous Integration, Automation, Data Validation, Performance Testing, Test Case, Agile Methodology, Integration Testing, Debugging, Javascript

    4.6
    Rating, 4.6 out of 5 stars
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    61 reviews

    Intermediate · Specialization · 1 - 3 Months

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    EDUCBA

    Build Employee Management System with Jenkins

    Skills you'll gain: Jenkins, CI/CD, Continuous Integration, Version Control, Git (Version Control System), Java, Data Validation, Application Development, Object Oriented Programming (OOP), Software Architecture, Data Modeling

    Beginner · Course · 1 - 4 Weeks

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    U

    University of California, Davis

    Content Marketing

    Skills you'll gain: Content Marketing, Content Performance Analysis, Marketing Strategy and Techniques, Key Performance Indicators (KPIs), Search Engine Optimization, Strategic Marketing, Content Creation, Marketing Channel, Customer Insights, Writing, Marketing Analytics, Web Analytics and SEO, Social Media Campaigns, Scalability, Customer Engagement, Email Marketing, Brand Management, Marketing, Advertising Campaigns, Content Management

    4.5
    Rating, 4.5 out of 5 stars
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    5.4K reviews

    Intermediate · Specialization · 3 - 6 Months

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

  • Fashion Values: Society: University of the Arts London
  • Electronic Music Production: Berklee
  • GIS, Mapping, and Spatial Analysis: University of Toronto
  • AI Python for Beginners: DeepLearning.AI
  • Vibe Coding for Developers: Edureka
  • Build an Interactive Investment App with R Shiny: EDUCBA
  • Introduction to Agile Development and Scrum: IBM
  • AI and Production: Saïd Business School, University of Oxford
  • Analyze and Query Data Using SAS SQL: EDUCBA
  • Software QA & Test Automation Engineering: 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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