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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.


More to explore:

Popular Applied Machine Learning Courses and Certifications


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    EDUCBA

    Analyze & Build Dashboards Using Excel Pivot Tables

    Skills you'll gain: Data Visualization, Business Intelligence, Business Analytics, Business Reporting

    Mixed · Course · 1 - 4 Weeks

  • C

    Coursera

    NLP: Twitter Sentiment Analysis

    Skills you'll gain: Model Evaluation, Exploratory Data Analysis, Scikit Learn (Machine Learning Library), Probability & Statistics, Pandas (Python Package), Natural Language Processing, Data Preprocessing, Data Analysis, Classification Algorithms, Python Programming, Machine Learning

    4.6
    Rating, 4.6 out of 5 stars
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    374 reviews

    Beginner · Guided Project · Less Than 2 Hours

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    The Hong Kong University of Science and Technology

    Discrete Math for Computer Science - Counting & Probability

    Skills you'll gain: Bayesian Statistics, Mathematical Theory & Analysis, Arithmetic, Advanced Mathematics, Deductive Reasoning

    Beginner · Course · 1 - 3 Months

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    IBM

    IBM UI/UX Designer

    Skills you'll gain: User Story, Information Architecture, UI/UX Research, User Research, User Interface and User Experience (UI/UX) Design, Design Thinking, User Experience, Agile Software Development, Scrum (Software Development), User Centered Design, Agile Methodology, Usability, Usability Testing, Responsive Web Design, User Interface (UI), Figma (Design Software), Wireframing, Design Research, Prototyping, Persona (User Experience)

    4.8
    Rating, 4.8 out of 5 stars
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    2.8K reviews

    Beginner · Professional Certificate · 3 - 6 Months

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    DeepLearning.AI

    AI For Everyone (すべての人のためのAIリテラシー講座)

    Skills you'll gain: AI Product Strategy, Artificial Intelligence, Artificial Neural Networks, Digital Transformation, Deep Learning, Technical Management, Machine Learning, Responsible AI, Data Ethics, Data Science

    4.7
    Rating, 4.7 out of 5 stars
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    306 reviews

    Beginner · Course · 1 - 3 Months

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    EDUCBA

    Apply C Programming by Building an Employee Management App

    Skills you'll gain: Programming Principles, Data Modeling, Data Integrity, Application Development, Data Maintenance, Debugging

    Beginner · Course · 1 - 4 Weeks

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    Duke University

    English Composition I

    Skills you'll gain: Research, Literacy, Research Methodologies, Persuasive Communication, Report Writing, English Language, Grammar, Case Studies, Editing, Proofreading, Style Guides, Peer Review, Ethical Standards And Conduct

    4.6
    Rating, 4.6 out of 5 stars
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    1.3K reviews

    Beginner · Course · 1 - 3 Months

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    Vanderbilt University

    Microsoft 365 Copilot for Leaders

    Skills you'll gain: Business Leadership, Proposal Writing, Thought Leadership, Brainstorming, Artificial Intelligence, Risk Management Framework, Human Resource Strategy, Project Management Software, Business Transformation, Problem Solving, Decision Making

    4.8
    Rating, 4.8 out of 5 stars
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    1.8K reviews

    Beginner · Specialization · 1 - 3 Months

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    Packt

    Mastering Spring Boot 3.0

    Skills you'll gain: OAuth, Microservices, Spring Boot, Containerization, Apache Kafka, Software Testing, Data Store, Docker (Software), Kubernetes, Unit Testing, Authentications, Integration Testing, Software Architecture, Security Testing, Event-Driven Programming, Restful API, Software Design Patterns, Java Programming, Role-Based Access Control (RBAC), Java

    Intermediate · Course · 1 - 3 Months

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    Coursera

    SystemVerilog Tutorials: Hardware Design & Verification

    Skills you'll gain: Hardware Design, Field-Programmable Gate Array (FPGA), Data Structures, Systems Design, Application Specific Integrated Circuits, Electronic Systems, Computer Engineering, Verification And Validation, Embedded Systems, Software Design, Simulation and Simulation Software, Test Engineering, Programming Principles, Data Synthesis, Analysis, Design, Process Optimization

    Intermediate · Course · 1 - 4 Weeks

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    Edureka

    System Integration, UI & Performance Testing

    Skills you'll gain: Browser Compatibility, Performance Testing, Security Testing, Integration Testing, System Testing, API Testing, Development Environment, Software Testing, User Acceptance Testing (UAT), Acceptance Testing, Test Tools, Application Security, Test Automation, Responsive Web Design, Vulnerability Scanning, Web Applications, Docker (Software), User Interface (UI), Python Programming

    Beginner · Course · 1 - 4 Weeks

  • U

    University of Colorado Boulder

    Master of Science in Computer Science

    Skills you'll gain: Prompt Engineering, User Story, New Product Development, Model Based Systems Engineering, Model Evaluation, Failure Analysis, Sustainable Business, Data Mining, Field-Programmable Gate Array (FPGA), Delegation Skills, Real-Time Operating Systems, Object Oriented Design, Sampling (Statistics), Proposal Writing, Supplier Management, Accountability, Data Ethics, Sustainability Reporting, Database Design, Unsupervised Learning

    Earn a degree

    Degree · 1 - 4 Years

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

  • Analyze & Build Dashboards Using Excel Pivot Tables: EDUCBA
  • NLP: Twitter Sentiment Analysis: Coursera
  • Discrete Math for Computer Science - Counting & Probability: The Hong Kong University of Science and Technology
  • IBM UI/UX Designer: IBM
  • AI For Everyone (すべての人のためのAIリテラシー講座): DeepLearning.AI
  • Apply C Programming by Building an Employee Management App: EDUCBA
  • English Composition I: Duke University
  • Microsoft 365 Copilot for Leaders: Vanderbilt University
  • Mastering Spring Boot 3.0: Packt
  • SystemVerilog Tutorials: Hardware Design & Verification: Coursera

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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