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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.


More to explore:

Popular Applied Machine Learning Courses and Certifications


  • Status: New
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    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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    Coursera

    Robotics in High-Tech Manufacturing

    Skills you'll gain: Machine Controls, Robotic Process Automation, Product Automation, Manufacturing Operations, Integration Testing, Workflow Management, Coordination, Application Programming Interface (API), Simulation and Simulation Software, Process Optimization, Process Improvement and Optimization

    Intermediate · Course · 1 - 4 Weeks

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    Packt

    Master AI Agents – Build Leads from Scratch

    Skills you'll gain: AI Workflows, Agentic Workflows, Deepseek, Automation, DeepSeek API, OpenAI API, Agentic systems, Google Sheets

    Intermediate · Course · 3 - 6 Months

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    EDUCBA

    Analyze and Visualize Data Using Splunk Statistics

    Skills you'll gain: Splunk, Data Transformation, Dashboard, Statistical Visualization, Data Visualization Software, Statistical Analysis, Data Manipulation, Scatter Plots, Time Series Analysis and Forecasting, Correlation Analysis, Event Monitoring, Security Information and Event Management (SIEM), Geospatial Mapping

    Beginner · Course · 1 - 4 Weeks

  • Status: Free Trial
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    R

    Rutgers the State University of New Jersey

    Global Procurement and Sourcing

    Skills you'll gain: Strategic Sourcing, Supplier Management, Procurement, Supplier Relationship Management, Supplier Performance Management, Negotiation, Vendor Management, Contract Negotiation, Request For Quotation (RFQ), Case Studies, Stakeholder Management, Contract Management, Purchasing, Market Analysis, Request for Proposal, Competitive Analysis, Risk Management, Vendor Contracts, Supply Management, Business Ethics

    4.7
    Rating, 4.7 out of 5 stars
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    2.7K reviews

    Beginner · Specialization · 3 - 6 Months

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    EDUCBA

    Analyze Money Markets and Short-Term Financial Instruments

    Skills you'll gain: Financial Market, Risk Mitigation, Cash Management, Capital Markets, Financial Systems, Market Liquidity, Risk Management, International Finance, Securities Trading, Banking, Investment Banking, Market Analysis

    Beginner · Course · 1 - 4 Weeks

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    EDUCBA

    Build & Apply Advanced iOS Apps with Swift

    Skills you'll gain: iOS Development, Apple iOS, Swift Programming, Application Lifecycle Management, UI Components, Application Design, Apple Xcode, Application Development, Application Programming Interface (API), Data Persistence, User Interface (UI), Mobile Development, Web Services, Secure Coding, Authentications, User Interface (UI) Design, Programming Principles, Data Validation, Data Management, JSON

    Beginner · Specialization · 3 - 6 Months

  • Status: Free Trial
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    Macquarie University

    Excel Fundamentals for Data Analysis

    Skills you'll gain: Excel Formulas, Microsoft Excel, Data Cleansing, Data Manipulation, Data Preprocessing, Spreadsheet Software, Data Transformation, Data Validation, Data Analysis, Pivot Tables And Charts, Automation

    4.8
    Rating, 4.8 out of 5 stars
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    4.3K reviews

    Intermediate · Course · 1 - 3 Months

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    EDUCBA

    Master and Apply Redis for Scalable Systems

    Skills you'll gain: Redis, Data Persistence, NoSQL, Data Store, Operational Databases, Performance Tuning, Transaction Processing, Key Management, Server Administration, Data Structures, Data Storage, Real Time Data, Data Management, Event-Driven Programming, Scalability, Data Manipulation, Big Data, Query Languages, Data Modeling, Scripting

    Beginner · Specialization · 1 - 3 Months

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    Logical Operations

    PCEP: Python Conditionals, Loops, Functions, and Exceptions

    Skills you'll gain: Program Development, Python Programming, Maintainability, Programming Principles, Scripting, Debugging, Scripting Languages, Computer Programming, Software Development, Functional Design, Computational Logic

    Mixed · Course · 1 - 4 Weeks

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    EDUCBA

    Build Dynamic Forum & Blog Websites Using VBScript

    Skills you'll gain: Scripting, Web Development, Information Architecture, Visual Basic (Programming Language), Back-End Web Development, User Interface (UI), Usability, Content Management, Databases

    Beginner · Course · 1 - 4 Weeks

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    Packt

    Interactive Interfaces, Animations, and Gamified Apps

    Skills you'll gain: Real Time Data

    Intermediate · Course · 1 - 3 Months

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

  • Content Marketing: University of California, Davis
  • Robotics in High-Tech Manufacturing: Coursera
  • Master AI Agents – Build Leads from Scratch: Packt
  • Analyze and Visualize Data Using Splunk Statistics: EDUCBA
  • Global Procurement and Sourcing: Rutgers the State University of New Jersey
  • Analyze Money Markets and Short-Term Financial Instruments: EDUCBA
  • Build & Apply Advanced iOS Apps with Swift: EDUCBA
  • Excel Fundamentals for Data Analysis: Macquarie University
  • Master and Apply Redis for Scalable Systems: EDUCBA
  • PCEP: Python Conditionals, Loops, Functions, and Exceptions: Logical Operations

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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