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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


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    EDUCBA

    Build Practical Ruby Projects Using Core Programming Skills

    Skills you'll gain: Object Oriented Programming (OOP), Ruby (Programming Language), Program Development, File I/O, Development Environment, Maintainability, Data Structures, Computer Programming, Debugging, Performance Tuning

    Beginner · Course · 1 - 4 Weeks

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    Packt

    Python for Game Programming - Pygame from A to Z

    Skills you'll gain: Object Oriented Programming (OOP), Video Game Development, Debugging, Game Design, Program Development, Python Programming, Application Development, Event-Driven Programming, Computer Graphics, Animations, Development Environment

    Intermediate · Course · 1 - 3 Months

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    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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    Edureka

    Agentic AI Engineering

    Skills you'll gain: LangChain, LangGraph, Model Context Protocol, AI Workflows, LLM Application, AI Orchestration, Agentic Workflows, Generative AI Agents, Tool Calling, Model Deployment, Data Transformation, Retrieval-Augmented Generation, Agentic systems, Generative AI, Middleware, Gemini, Scalability, Artificial Intelligence, Prompt Engineering, Responsible AI

    Intermediate · Specialization · 3 - 6 Months

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    EDUCBA

    Analyze and Predict Prices Using Regression Techniques

    Skills you'll gain: Model Evaluation, Predictive Analytics, Feature Engineering, Regression Analysis, Data Analysis, Data Preprocessing, Data Manipulation, Data Cleansing, Data Wrangling, Forecasting, Data Validation, Workflow Management, Statistical Modeling, Data Transformation, Exploratory Data Analysis

    Beginner · Course · 1 - 4 Weeks

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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

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    Universiteit Leiden

    De-Mystifying Mindfulness

    Skills you'll gain: Mindfulness, Self-Awareness, Mental Health, Social Justice, Psychology, Stress Management, Mental and Behavioral Health Specialties, Social Sciences, Cultural Diversity, Environment and Resource Management, Trauma Care, Ethical Standards And Conduct

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    Rating, 4.8 out of 5 stars
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    1.6K reviews

    Beginner · Course · 1 - 3 Months

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    Institut Mines-Télécom

    Traitement d'images : recalage et reconnaissance de formes

    Skills you'll gain: Image Analysis, Computer Vision, Computer Graphics, Computational Thinking, Digital Signal Processing, Artificial Intelligence and Machine Learning (AI/ML), Algorithms

    Intermediate · Course · 1 - 3 Months

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    Pragmatic AI Labs

    Advanced Fine-Tuning in Rust

    Skills you'll gain: Hugging Face, Large Language Modeling, Transfer Learning, Rust (Programming Language), Data Validation, Model Deployment, Verification And Validation, Performance Tuning, System Requirements, Model Evaluation, Hardware Architecture, Deep Learning, Data Quality

    Advanced · Course · 1 - 4 Weeks

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    University of Pennsylvania

    Fundamentals of Finance

    Skills you'll gain: Portfolio Management, Equities, Corporate Finance, Return On Investment, Financial Analysis, Portfolio Risk, Financial Management, Business Valuation, Financial Market, Investments, Cash Flows, Business Mathematics

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    Beginner · Course · 1 - 3 Months

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    Saïd Business School, University of Oxford

    AI Fundamentals in Financial Services

    Skills you'll gain: Financial Services, Artificial Intelligence, Responsible AI, FinTech, Banking Services, Financial Regulation, Banking, Fraud detection, Machine Learning, Applied Machine Learning, Unsupervised Learning, Data Ethics, Natural Language Processing, AI Personalization, Deep Learning, Credit Risk, Reinforcement Learning, Big Data, Algorithms, Data Management

    4.7
    Rating, 4.7 out of 5 stars
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    59 reviews

    Beginner · Course · 1 - 4 Weeks

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    Packt

    IntelliJ IDEA Essentials

    Skills you'll gain: IntelliJ IDEA, Apache Maven, Integrated Development Environments, Version Control, Unit Testing, Eclipse (Software), Development Environment, Software Development Tools, Debugging, Git (Version Control System), Java, Application Development, Node.JS

    Intermediate · Course · 1 - 3 Months

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

  • Build Practical Ruby Projects Using Core Programming Skills: EDUCBA
  • Python for Game Programming - Pygame from A to Z: Packt
  • Foundations of Financial Statement: Starweaver
  • Agentic AI Engineering: Edureka
  • Analyze and Predict Prices Using Regression Techniques: EDUCBA
  • Analyze and Visualize Data Using Splunk Statistics: EDUCBA
  • De-Mystifying Mindfulness: Universiteit Leiden
  • Traitement d'images : recalage et reconnaissance de formes: Institut Mines-Télécom
  • Advanced Fine-Tuning in Rust: Pragmatic AI Labs
  • Fundamentals of Finance: University of Pennsylvania

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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