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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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    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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    Berklee

    Guitar for Beginners

    Skills you'll gain: Music Theory, Music, Musical Composition, Instrumental Music, Music Performance

    4.8
    Rating, 4.8 out of 5 stars
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    2.3K reviews

    Mixed · Course · 1 - 3 Months

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    Packt

    Foundations of Python Programming

    Skills you'll gain: Debugging, Program Development, Data Structures, Python Programming, Scripting, Programming Principles, Computer Programming, Scripting Languages

    Beginner · Course · 1 - 3 Months

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    University of Glasgow

    Diversity and Inclusion in Education

    Skills you'll gain: Diversity Awareness, Pedagogy, Differentiated Instruction, Special Education, Disabilities, Cultural Diversity, Instructional Strategies, Diversity Equity and Inclusion Initiatives, Higher Education, Curriculum Development, Student-Centred Learning, Student Engagement

    4.8
    Rating, 4.8 out of 5 stars
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    385 reviews

    Intermediate · Course · 1 - 4 Weeks

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    Packt

    Langchain and Langgraph

    Skills you'll gain: LangChain, Prompt Engineering, LLM Application, LangGraph, Generative AI Agents, Agentic systems, Large Language Modeling, OpenAI, Data Processing, Artificial Intelligence and Machine Learning (AI/ML), Development Environment, Artificial Intelligence, AI Personalization, Responsible AI, Tool Calling, Text Mining, Query Languages, User Interface (UI), Application Development, Natural Language Processing

    4.4
    Rating, 4.4 out of 5 stars
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    72 reviews

    Intermediate · Specialization · 3 - 6 Months

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    Simplilearn

    Foundations of Agile and Core Frameworks Training

    Skills you'll gain: Scaled Agile Framework, Agile Project Management, Agile Software Development, Agile Methodology, Scrum (Software Development), Sprint Planning, Kanban Principles, Lean Methodologies, Business Transformation, Workflow Management, Organizational Change, Sprint Retrospectives, Waterfall Methodology, Process Mapping, Continuous Improvement Process, Prioritization, Requirements Analysis

    Beginner · Course · 1 - 4 Weeks

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    Berklee

    How to Play Guitar

    Skills you'll gain: Music Theory, Music, Musical Composition, Music Performance, Instrumental Music, Performing Arts, Coordination, Creativity

    4.8
    Rating, 4.8 out of 5 stars
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    2.6K reviews

    Beginner · Specialization · 3 - 6 Months

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    IBM

    Generative AI Engineering and Fine-Tuning Transformers

    Skills you'll gain: Generative AI, Large Language Modeling, Prompt Engineering, PyTorch (Machine Learning Library), Performance Tuning, Natural Language Processing

    4.5
    Rating, 4.5 out of 5 stars
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    97 reviews

    Intermediate · Course · 1 - 4 Weeks

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    Packt

    SwiftUI Covid19 Statistics Tracker with REST API & Swift 5

    Skills you'll gain: iOS Development, Swift Programming, Apple iOS, Mobile Development, User Interface (UI), Apple Xcode, Restful API, User Interface and User Experience (UI/UX) Design, Application Development, Development Environment, Application Programming Interface (API), UI Components, Real Time Data, JSON

    Beginner · Course · 1 - 4 Weeks

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    University of Washington

    Designing Autonomous AI

    Skills you'll gain: Organizational Skills, Process Design, Artificial Intelligence, Functional Design, Goal Setting, Verification And Validation, Reinforcement Learning, Functional Specification, Knowledge Transfer, Design Strategies, Software Architecture, Software Design Patterns, Decision Making

    4.8
    Rating, 4.8 out of 5 stars
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    12 reviews

    Beginner · Course · 1 - 4 Weeks

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

  • 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
  • Guitar for Beginners: Berklee
  • Foundations of Python Programming: Packt
  • Diversity and Inclusion in Education: University of Glasgow
  • Langchain and Langgraph: Packt
  • Foundations of Agile and Core Frameworks Training : Simplilearn
  • How to Play Guitar: Berklee
  • Generative AI Engineering and Fine-Tuning Transformers: IBM

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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