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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.

Popular Applied Machine Learning Courses and Certifications


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    Exploratorium

    Tinkering Fundamentals: Circuits

    Skills you'll gain: Developing Training Materials, Course Development, Creativity, Design Strategies, Basic Electrical Systems, Experimentation, Design, Computational Thinking, Creative Design, Aesthetics

    4.7
    Rating, 4.7 out of 5 stars
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    48 reviews

    Beginner · Course · 1 - 3 Months

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    STARWEAVER

    Value Investing Strategies

    Skills you'll gain: Portfolio Management, Business Valuation, Investment Management, Investments, Equities, Financial Analysis, Return On Investment, Finance, Asset Management, Balance Sheet, Financial Statement Analysis, Financial Forecasting, Risk Analysis, Market Data, Relationship Management, Analysis, Corporate Finance, Cash Flows

    4.3
    Rating, 4.3 out of 5 stars
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    13 reviews

    Beginner · Course · 1 - 4 Weeks

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    Board Infinity

    Backend Development for .Net Full Stack

    Skills you'll gain: ASP.NET

    3.9
    Rating, 3.9 out of 5 stars
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    44 reviews

    Intermediate · Course · 1 - 4 Weeks

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    EDUCBA

    Univariate Time Series Analytics & Modeling with EViews

    Skills you'll gain: Time Series Analysis and Forecasting, Statistical Modeling, Forecasting, Predictive Modeling, Exploratory Data Analysis, Correlation Analysis, Statistical Software, Data Analysis Software, Model Evaluation, Analysis, Statistical Methods, Data Analysis, Verification And Validation, Plot (Graphics), Statistical Hypothesis Testing

    Intermediate · Course · 1 - 4 Weeks

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    EDUCBA

    Master Consolidated Financial Statements & Group Accounting

    Skills you'll gain: Consolidation, Intercompany Accounting, Corporate Accounting, Financial Reporting, Technical Accounting, Financial Accounting, Mergers & Acquisitions, Business Valuation, Financial Statement Analysis, Financial Statements, Tax Management, Income Statement, Equities

    Mixed · Course · 1 - 3 Months

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    Northeastern University

    Ethics and Governance in the Age of Generative AI

    Skills you'll gain: Responsible AI, Generative Model Architectures, Generative AI, AI Workflows, Data Ethics, Model Evaluation, Data Governance, AI literacy, Governance, Artificial Intelligence, Ethical Standards And Conduct, Organizational Strategy, Social Impact, Benchmarking, Emerging Technologies

    4
    Rating, 4 out of 5 stars
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    7 reviews

    Beginner · Course · 1 - 3 Months

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    Curtis Institute of Music

    Exploring Beethoven's Piano Sonatas Part 4

    Skills you'll gain: Music Performance, Instrumental Music, Music History, Classical Music, Performing Arts, Music, Music Theory, Musical Composition

    4.9
    Rating, 4.9 out of 5 stars
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    66 reviews

    Intermediate · Course · 1 - 3 Months

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    Coursera

    Agentic AI Performance & Reliability

    Skills you'll gain: MLOps (Machine Learning Operations), Model Deployment, Anomaly Detection, Model Evaluation, Dashboard, CI/CD, Data Visualization, DevOps, Continuous Monitoring, Data-Driven Decision-Making, Performance Analysis, Key Performance Indicators (KPIs), Statistical Analysis, Performance Tuning, Data Processing, Artificial Intelligence and Machine Learning (AI/ML), Real Time Data, Automation, Agentic systems, Version Control

    Intermediate · Specialization · 3 - 6 Months

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    EDUCBA

    C# Advanced Projects for Web and Enterprise Applications

    Skills you'll gain: Secure Coding, .NET Framework, Data Validation, Business Logic, Database Design, Web Development, Database Development, C# (Programming Language), Verification And Validation, Relational Databases, Billing & Invoicing, Databases, User Interface (UI), Program Development, Billing, Database Application, Development Testing, Software Testing, Application Design, Web Design and Development

    Beginner · Specialization · 3 - 6 Months

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    EDUCBA

    XML Practical - Document Object Model

    Skills you'll gain: Front-End Web Development

    4.9
    Rating, 4.9 out of 5 stars
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    12 reviews

    Intermediate · Course · 1 - 4 Weeks

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    EDUCBA

    XML Practical - Schemas

    Skills you'll gain: Verification And Validation

    4.5
    Rating, 4.5 out of 5 stars
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    15 reviews

    Intermediate · Course · 1 - 4 Weeks

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    Board Infinity

    AI Agents: From Foundations to Applications

    Skills you'll gain: Prompt Engineering, Prompt Patterns, Retrieval-Augmented Generation, LLM Application, Generative AI Agents, AI Workflows, LangChain, Model Context Protocol, Vector Databases, AI Orchestration, Agentic Workflows, Tool Calling, Artificial Intelligence and Machine Learning (AI/ML), LangGraph, Large Language Modeling, Agentic systems, Embeddings, Model Deployment, AI Integrations, Artificial Intelligence

    2
    Rating, 2 out of 5 stars
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    6 reviews

    Intermediate · Specialization · 1 - 3 Months

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

  • Tinkering Fundamentals: Circuits: Exploratorium
  • Value Investing Strategies: STARWEAVER
  • Backend Development for .Net Full Stack: Board Infinity
  • Univariate Time Series Analytics & Modeling with EViews: EDUCBA
  • Master Consolidated Financial Statements & Group Accounting: EDUCBA
  • Ethics and Governance in the Age of Generative AI: Northeastern University
  • Exploring Beethoven's Piano Sonatas Part 4: Curtis Institute of Music
  • Agentic AI Performance & Reliability: Coursera
  • C# Advanced Projects for Web and Enterprise Applications: EDUCBA
  • XML Practical - Document Object Model: EDUCBA

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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