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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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    Starweaver

    Matlab and Simulink Basics

    Skills you'll gain: Matlab, Data Visualization, Simulation and Simulation Software, Mathematical Modeling, Data Analysis, Engineering Analysis, Data Integration, Programming Principles, Data Manipulation, Data Structures, Computer Programming, Debugging

    4.1
    Rating, 4.1 out of 5 stars
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    55 reviews

    Beginner Ā· Course Ā· 1 - 4 Weeks

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    Universidad Nacional Autónoma de México

    Simulación en ciencias de la salud

    Skills you'll gain: Clinical Practices, Patient Evaluation, Medical Devices, Virtual Environment, Learning Theory, Clinical Assessment, Constructive Feedback, Decision Making, Patient Treatment, Medical Equipment and Technology, Instructional Design, Interactive Learning, Patient Communication, Learning Strategies

    4.9
    Rating, 4.9 out of 5 stars
    Ā·
    57 reviews

    Beginner Ā· Course Ā· 1 - 3 Months

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    University of Colorado Boulder

    Teacher SEL: Programs, Possibilities, and Contexts

    Skills you'll gain: Mindfulness, Teaching, Self-Awareness, Classroom Management, Empathy & Emotional Intelligence, Social Studies, Storytelling, Adult Education, Parent Communication, Resilience, Cultural Responsiveness, Stress Management, Emotional Intelligence, Community Development, Collaboration, Liberal Arts

    4.7
    Rating, 4.7 out of 5 stars
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    155 reviews

    Advanced Ā· Course Ā· 1 - 4 Weeks

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    Berklee

    Arranging for Songwriters

    Skills you'll gain: Musical Composition, Music Theory, Music Performance, Music, Instrumental Music, Media Production, Writing, Creativity

    4.5
    Rating, 4.5 out of 5 stars
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    81 reviews

    Intermediate Ā· Course Ā· 1 - 4 Weeks

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    DeepLearning.AI

    Design, Develop, and Deploy Multi-Agent Systems with CrewAI

    Skills you'll gain: CrewAI, AI Orchestration, Agentic Workflows, Generative AI Agents, Agentic systems, LLM Application, Automation, Artificial Intelligence and Machine Learning (AI/ML), Artificial Intelligence, System Monitoring, Workflow Management, Tool Calling, Continuous Monitoring, Scalability, Prompt Engineering, Code Review, Integration Testing, User Feedback

    5
    Rating, 5 out of 5 stars
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    6 reviews

    Beginner Ā· Course Ā· 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
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    Microsoft

    Boost Your Productivity with GitHub Copilot

    Skills you'll gain: Microsoft Copilot, Prompt Engineering, GitHub, Microsoft Visual Studio, Development Environment, Computer Programming Tools, Generative AI, Software Installation

    4.3
    Rating, 4.3 out of 5 stars
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    62 reviews

    Beginner Ā· Course Ā· 1 - 4 Weeks

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    Macquarie University

    Innovation and emerging technology: Be disruptive

    Skills you'll gain: Design Thinking, Emerging Technologies, Digital Transformation, Innovation, Business Modeling, Business Transformation, Strategic Thinking, Technology Strategies, Business Strategies, Organizational Change, Augmented Reality, Market Analysis, Virtual Reality, Internet Of Things, Artificial Intelligence

    4.8
    Rating, 4.8 out of 5 stars
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    480 reviews

    Beginner Ā· Course Ā· 1 - 3 Months

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    H2O.ai

    H2O ai Large Language Models (LLMs) - Level 3

    Skills you'll gain: Model Evaluation, Generative AI, LLM Application, Prompt Engineering, Training Programs, Large Language Modeling, Applied Machine Learning, Open Source Technology, Benchmarking, Artificial Neural Networks

    Advanced Ā· Course Ā· 1 - 3 Months

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    University of California, Davis

    Hands-on Data Centric Visual AI

    Skills you'll gain: Data Quality, Data Cleansing, Computer Vision, Visualization (Computer Graphics), Data Preprocessing, Deep Learning, Image Analysis, Convolutional Neural Networks, Model Evaluation, Data Manipulation, Applied Machine Learning, Data Analysis

    Intermediate Ā· Course Ā· 1 - 4 Weeks

  • Status: Free
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    University of Michigan

    ChatGPT Teach-Out

    Skills you'll gain: ChatGPT, Large Language Modeling, Legal Technology, Natural Language Processing, Data Ethics, Responsible AI, Generative AI, Artificial Intelligence, Social Impact, Economics, Information Privacy

    4.5
    Rating, 4.5 out of 5 stars
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    67 reviews

    Mixed Ā· Course Ā· 1 - 4 Weeks

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    University of Colorado Boulder

    SEL for Students: A Path to Social Emotional Well-Being

    Skills you'll gain: Program Evaluation, School Psychology, Education and Training, Child Development, Curriculum Planning, Goal Setting, Self-Awareness, Emotional Intelligence, Social Skills, Research, Empathy

    4.8
    Rating, 4.8 out of 5 stars
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    322 reviews

    Advanced Ā· Course Ā· 1 - 3 Months

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    Scrimba

    Retrieval-Augmented Generation (RAG) with Embeddings & Vector Databases

    Skills you'll gain: Retrieval-Augmented Generation, Vector Databases, Embeddings, Prompt Engineering, Development Environment, Large Language Modeling, Text Mining, Databases, OpenAI, Semantic Web, Artificial Intelligence

    4.8
    Rating, 4.8 out of 5 stars
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    48 reviews

    Intermediate Ā· Course Ā· 1 - 4 Weeks

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

  • Matlab and Simulink Basics :Ā Starweaver
  • Simulación en ciencias de la salud:Ā Universidad Nacional Autónoma de MĆ©xico
  • Teacher SEL: Programs, Possibilities, and Contexts:Ā University of Colorado Boulder
  • Arranging for Songwriters:Ā Berklee
  • Design, Develop, and Deploy Multi-Agent Systems with CrewAI:Ā DeepLearning.AI
  • Boost Your Productivity with GitHub Copilot:Ā Microsoft
  • Innovation and emerging technology: Be disruptive:Ā Macquarie University
  • H2O ai Large Language Models (LLMs) - Level 3:Ā H2O.ai
  • Hands-on Data Centric Visual AI:Ā University of California, Davis
  • ChatGPT Teach-Out:Ā University of Michigan

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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