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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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    Lund University

    AI, Business & the Future of Work

    Skills you'll gain: Organizational Strategy, Artificial Intelligence, Responsible AI, Strategic Thinking, Business Transformation, Business Risk Management, Business Intelligence, Business Ethics, Automation, Thought Leadership, Interviewing Skills, Human Machine Interfaces

    4.6
    Rating, 4.6 out of 5 stars
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    2.3K reviews

    Beginner · Course · 1 - 4 Weeks

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    Packt

    SQL Server Course for Beginners with 100+ examples

    Skills you'll gain: Query Languages, Databases

    Beginner · Course · 1 - 3 Months

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    EDUCBA

    Tibco BW: Design, Test & Integrate Workflows

    Skills you'll gain: Data Mapping, Middleware, Verification And Validation, Business Process Automation, Process Driven Development, Data Integration, File Transfer Protocol (FTP), Test Automation, Development Testing, Java, Data Validation, Integration Testing, System Configuration, Debugging, File Management

    Mixed · Course · 1 - 4 Weeks

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    Saïd Business School, University of Oxford

    AI in Financial Services: Foundations through future trends

    Skills you'll gain: FinTech, Financial Inclusion, Financial Services, Responsible AI, Data Ethics, Artificial Intelligence, Mobile Banking, Banking Services, Data Sharing, Financial Systems, Data Governance, Application Programming Interface (API), Financial Data, Financial Regulation, Finance, Artificial Intelligence and Machine Learning (AI/ML), Business Ethics, Innovation, General Data Protection Regulation (GDPR), Natural Language Processing

    4.7
    Rating, 4.7 out of 5 stars
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    63 reviews

    Beginner · Specialization · 3 - 6 Months

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    University of Colorado Boulder

    Fractions for Primary Education with PhET Simulations

    Skills you'll gain: Education Software and Technology, Mathematics Education, Simulations, Arithmetic, Systems Of Measurement

    Beginner · Course · 1 - 3 Months

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    University of Colorado Boulder

    Quantum Mechanics for Engineers

    Skills you'll gain: Estimation, Linear Algebra, Physics, Engineering Calculations, Applied Mathematics, Advanced Mathematics, Mathematical Modeling, Engineering Analysis, Calculus, Differential Equations, Physical Science

    Build toward a degree

    4.4
    Rating, 4.4 out of 5 stars
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    104 reviews

    Intermediate · Specialization · 1 - 3 Months

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    EDUCBA

    MonoGame Development: Build & Implement Blocks

    Skills you'll gain: Game Design, Object Oriented Programming (OOP), Video Game Development, C# (Programming Language), Computer Graphics, User Interface (UI), Debugging

    Mixed · Course · 1 - 4 Weeks

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    University of Colorado Boulder

    Introduction to Embedded Systems Software and Development Environments

    Skills you'll gain: Software Configuration Management, Embedded Software, Embedded Systems, Git (Version Control System), Version Control, Build Tools, Software Development Tools, C (Programming Language), Development Environment, Program Development, Software Design, Hardware Architecture, Debugging, Command-Line Interface

    4.5
    Rating, 4.5 out of 5 stars
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    643 reviews

    Intermediate · Course · 1 - 4 Weeks

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    Packt

    Advanced C++ Features and Data Structures

    Skills you'll gain: Object Oriented Programming (OOP), C++ (Programming Language), Data Structures, Software Design Patterns, Programming Principles, File Management, Algorithms, Simulations

    Advanced · Course · 1 - 4 Weeks

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    Multiple educators

    DeepLearning.AI Data Engineering

    Skills you'll gain: Apache Airflow, Data Modeling, Data Pipelines, Data Storage, Data Architecture, Requirements Analysis, Data Processing, Data Warehousing, Query Languages, Apache Hadoop, Extract, Transform, Load, Data Lakes, Amazon Web Services, File Systems, Apache Spark, Database Systems, Feature Engineering, Data Integration, AWS Kinesis, Data Management

    4.7
    Rating, 4.7 out of 5 stars
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    549 reviews

    Intermediate · Professional Certificate · 3 - 6 Months

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    Red Hat

    Python Programming with Red Hat

    Skills you'll gain: Object Oriented Programming (OOP), JSON, Python Programming, Debugging, Data Structures, Red Hat Enterprise Linux, Programming Principles, Scripting, Integrated Development Environments, Development Environment, Text Mining, File Management, Software Installation

    Intermediate · Course · 3 - 6 Months

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    AI CERTs

    Bitcoin Scaling & Security

    Skills you'll gain: Threat Modeling, Secure Coding, Application Security, Blockchain, Scripting, Vulnerability Assessments, Scalability, Application Design, Payment Systems, Transaction Processing, Cryptography, FinTech, Emerging Technologies

    Intermediate · Course · 1 - 4 Weeks

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

  • AI, Business & the Future of Work: Lund University
  • SQL Server Course for Beginners with 100+ examples: Packt
  • Tibco BW: Design, Test & Integrate Workflows: EDUCBA
  • AI in Financial Services: Foundations through future trends: Saïd Business School, University of Oxford
  • Fractions for Primary Education with PhET Simulations: University of Colorado Boulder
  • Quantum Mechanics for Engineers: University of Colorado Boulder
  • MonoGame Development: Build & Implement Blocks: EDUCBA
  • Introduction to Embedded Systems Software and Development Environments: University of Colorado Boulder
  • Advanced C++ Features and Data Structures: Packt
  • DeepLearning.AI Data Engineering: DeepLearning.AI

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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