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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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    University of Colorado Boulder

    Model Checking with SAT and SMT

    Skills you'll gain: Graph Theory, Model Evaluation, Arithmetic

    Beginner · Course · 1 - 4 Weeks

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    Board Infinity

    Google Analytics: Quick Wins and Hacks for Marketers

    Skills you'll gain: Google Analytics, Marketing Analytics, Web Analytics, Marketing Effectiveness, Campaign Management, Digital Marketing, Target Audience, Customer Insights, Analytics, Performance Analysis, A/B Testing, Dashboard, Performance Metric, Content Strategy

    Beginner · Course · 1 - 4 Weeks

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    EDUCBA

    MapReduce with Hadoop: Analyze, Design & Deploy

    Skills you'll gain: Apache Hadoop, Big Data, Application Deployment, Social Network Analysis, Data Processing, Distributed Computing, Java, Text Mining, Graph Theory, File Systems

    Mixed · Course · 1 - 3 Months

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    Packt

    Dynamics 365 Business Central Development Quick Start

    Skills you'll gain: Enterprise Resource Planning, Microsoft Power Platform, Microsoft Azure, Development Environment, Application Deployment, Microsoft 365, Docker (Software), Virtual Environment, Software As A Service, Integrated Development Environments, Cloud Deployment, Serverless Computing, Git (Version Control System), Business Development

    Beginner · Course · 1 - 3 Months

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    University of Colorado Boulder

    Introduction to FPGA Design for Embedded Systems

    Skills you'll gain: Field-Programmable Gate Array (FPGA), Hardware Design, Electronic Systems, Embedded Systems, Electronics Engineering, Application Specific Integrated Circuits, Electronics, Schematic Diagrams, Technical Design, Hardware Architecture, Design Software, Verification And Validation, Simulation and Simulation Software, Digital Design

    4.6
    Rating, 4.6 out of 5 stars
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    1.2K reviews

    Intermediate · Course · 1 - 4 Weeks

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    University of California, Davis

    Introduction to Academic Research

    Skills you'll gain: Intellectual Property, Research, Research Methodologies, Personal Development, Research Design, Research and Design, Curiosity, Science and Research, Problem Solving, Persistence, Persuasive Communication, Time Management, Student Engagement, Goal Setting, Journals, Communication, Ethical Standards And Conduct, Strategic Thinking, Decision Making, Safety and Security

    Beginner · Specialization · 3 - 6 Months

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    University of Geneva

    International Organizations Management

    Skills you'll gain: International Relations, Leadership and Management, Strategic Partnership, Marketing, Fundraising, Leadership, Governance, Public Policies, Business, Organizational Strategy, Organizational Structure, Diplomacy, World History

    4.8
    Rating, 4.8 out of 5 stars
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    2K reviews

    Beginner · Course · 1 - 3 Months

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    Scrimba

    Fullstack Development

    Skills you'll gain: Prompt Engineering, Responsive Web Design, Node.JS, Command-Line Interface, TypeScript, Unit Testing, SQL, HTML and CSS, Web Content Accessibility Guidelines, Typography, Cascading Style Sheets (CSS), Ajax, React.js, User Interface and User Experience (UI/UX) Design, Hypertext Markup Language (HTML), JavaScript Frameworks, JSON, Generative AI, Database Design, UI Components

    4.6
    Rating, 4.6 out of 5 stars
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    810 reviews

    Beginner · Specialization · 3 - 6 Months

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    University of Toronto

    The Arts and Science of Relationships: Understanding Human Needs

    Skills you'll gain: Relationship Building, Social Skills, Active Listening, Interpersonal Communications, Communication, Empathy, Self-Awareness, Emotional Intelligence, Needs Assessment, Assertiveness, Psychology, Cultural Diversity

    4.5
    Rating, 4.5 out of 5 stars
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    1.8K reviews

    Beginner · Course · 1 - 3 Months

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    Coursera

    Next-Gen Workplace Automation with GenAI

    Skills you'll gain: CrewAI, Prompt Engineering, Anthropic Claude, Email Automation, Generative AI, ChatGPT, AI Orchestration, AI Workflows, AI Enablement, Responsible AI, AI Product Strategy, Agentic Workflows, Automation, Workflow Management, Report Writing, Productivity, Innovation, Operational Efficiency, Performance Reporting, Customer Support

    4.4
    Rating, 4.4 out of 5 stars
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    379 reviews

    Intermediate · Specialization · 1 - 3 Months

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    California Institute of the Arts

    Introduction to Imagemaking

    Skills you'll gain: Photo Editing, Graphic and Visual Design, Layout Design, Design Research, Visual Design, Adobe InDesign, Design, Design Elements And Principles, Storytelling, Digital Publishing, Aesthetics, Color Theory, Creativity, Peer Review

    4.5
    Rating, 4.5 out of 5 stars
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    2.9K reviews

    Beginner · Course · 1 - 4 Weeks

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    Packt

    Orchestrating Data Pipelines and Advanced Data Strategies

    Skills you'll gain: Cloud Computing Architecture, Amazon Elastic Compute Cloud, Data Visualization Software, Cloud Storage, Dashboard, Scalability, Data Strategy, Data Integration, Real Time Data, Data Storage

    Intermediate · Course · 1 - 3 Months

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

  • Model Checking with SAT and SMT : University of Colorado Boulder
  • Google Analytics: Quick Wins and Hacks for Marketers: Board Infinity
  • MapReduce with Hadoop: Analyze, Design & Deploy: EDUCBA
  • Dynamics 365 Business Central Development Quick Start: Packt
  • Introduction to FPGA Design for Embedded Systems: University of Colorado Boulder
  • Introduction to Academic Research: University of California, Davis
  • International Organizations Management : University of Geneva
  • Fullstack Development: Scrimba
  • The Arts and Science of Relationships: Understanding Human Needs: University of Toronto
  • Next-Gen Workplace Automation with GenAI: 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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