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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


  • U

    University of Colorado Boulder

    Data Science Foundations: Statistical Inference

    Skills you'll gain: Probability, Statistical Hypothesis Testing, Statistical Inference, Probability & Statistics, Statistical Methods, Probability Distribution, Statistics, Data Literacy, Sampling (Statistics), Applied Mathematics, Data Ethics, Data Analysis, Statistical Analysis, Quantitative Research, Data Science, Theoretical Computer Science, Sample Size Determination, Artificial Intelligence

    Build toward a degree

    4.4
    Rating, 4.4 out of 5 stars
    ·
    355 reviews

    Intermediate · Specialization · 3 - 6 Months

  • C

    Coursera

    Communicate Campaign Updates

    Skills you'll gain: User Feedback, Stakeholder Communications, Stakeholder Management, Project Management, Stakeholder Engagement, Project Design, Strategic Communication, Communication Strategies, Report Writing, Key Performance Indicators (KPIs), Process Improvement, Communication, Business Communication, Kanban Principles, Business Reporting, Project Planning

    Intermediate · Course · 1 - 4 Weeks

  • P

    Packt

    Web Development Concepts for Everyone

    Skills you'll gain: Full-Stack Web Development, Version Control, Web Development, Cloud Deployment, OAuth, Web Development Tools, Database Management, Bootstrap (Front-End Framework), Restful API, Web Services, Spring Framework, TypeScript, Software Development, Application Development, Web Servers, NoSQL

    Intermediate · Course · 3 - 6 Months

  • C

    Coursera

    Designing Production LLM Architectures

    Skills you'll gain: LLM Application, Kubernetes, Systems Architecture, Large Language Modeling, Data Pipelines, Software Architecture, Application Deployment, Microservices, Apache Airflow, Containerization, Infrastructure Architecture, Scalability, AWS CloudFormation, Managed Services, Azure DevOps, Application Performance Management, Open Source Technology

    Intermediate · Course · 1 - 3 Months

  • U

    University of Pennsylvania

    Application of AI, InsurTech, and Real Estate Technology

    Skills you'll gain: FinTech, Emerging Technologies, Market Analysis, Fraud detection, Real Estate, Real Time Data, Insurance, Property and Real Estate, Artificial Intelligence, Market Trend, Machine Learning, Commercial Real Estate, Financial Sales, Case Studies, Customer experience improvement, Automation

    4.6
    Rating, 4.6 out of 5 stars
    ·
    588 reviews

    Mixed · Course · 1 - 4 Weeks

  • U

    University of Zurich

    An Intuitive Introduction to Probability

    Skills you'll gain: Probability, Probability Distribution, Probability & Statistics, Statistics, Descriptive Statistics, Applied Mathematics, Risk Analysis, Finance

    4.8
    Rating, 4.8 out of 5 stars
    ·
    1.9K reviews

    Beginner · Course · 1 - 3 Months

  • U

    University of Virginia

    Artificial Intelligence in Marketing

    Skills you'll gain: Marketing Strategies, Digital Transformation, AI Enablement, Marketing, Marketing Analytics, Data-Driven Decision-Making, Machine Learning Algorithms, Artificial Intelligence, Digital Marketing, Business Strategy, Case Studies, Competitive Analysis, Network Analysis, Customer experience improvement, Customer Engagement

    4.6
    Rating, 4.6 out of 5 stars
    ·
    352 reviews

    Beginner · Course · 1 - 4 Weeks

  • P

    Packt

    Foundations of Programming and Java Essentials

    Skills you'll gain: Debugging, Java, Computer Programming, Algorithms, Program Development, Data Structures, Pseudocode, Integrated Development Environments, Object Oriented Programming (OOP), Computational Thinking

    Beginner · Course · 1 - 3 Months

  • 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
    ·
    2.7K reviews

    Beginner · Specialization · 3 - 6 Months

  • L

    Logical Operations

    PCEP: Python Data Processing

    Skills you'll gain: Data Structures, Data Processing, Verification And Validation, Python Programming, Data Preprocessing, Programming Principles, Scripting, Scripting Languages, Computer Programming, Software Development

    Mixed · Course · 1 - 4 Weeks

  • L

    Logical Operations

    Python Data Science: pandas, Matplotlib, and Seaborn

    Skills you'll gain: Seaborn, Matplotlib, Data Transformation, Plot (Graphics), Pandas (Python Package), Data Manipulation, Data Visualization Software, NumPy, Data Visualization, Data Analysis, Scatter Plots, Data Science, Jupyter, Graphing, Data Processing, Box Plots, Python Programming, Computer Programming, Computer Programming Tools, Software Development

    Mixed · Course · 1 - 4 Weeks

  • S

    Starweaver

    Foundations of Financial Statement

    Skills you'll gain: Financial Statements, Financial Accounting, Financial Reporting, Financial Statement Analysis, Financial Modeling, Income Statement, Accounting, Bookkeeping, Generally Accepted Accounting Principles (GAAP), Balance Sheet, Cash Flows, Financial Analysis, Accrual Accounting, Revenue Recognition, Business Acumen, Business Valuation, Working Capital, Income Tax, Excel Formulas

    Beginner · Course · 1 - 4 Weeks

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

  • Data Science Foundations: Statistical Inference: University of Colorado Boulder
  • Communicate Campaign Updates: Coursera
  • Web Development Concepts for Everyone: Packt
  • Designing Production LLM Architectures: Coursera
  • Application of AI, InsurTech, and Real Estate Technology: University of Pennsylvania
  • An Intuitive Introduction to Probability: University of Zurich
  • Artificial Intelligence in Marketing: University of Virginia
  • Foundations of Programming and Java Essentials: Packt
  • Global Procurement and Sourcing: Rutgers the State University of New Jersey
  • PCEP: Python Data Processing: 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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