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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


  • Status: Preview
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    U

    Universitat Autònoma de Barcelona

    Emotions: a Philosophical Introduction

    Skills you'll gain: Empathy & Emotional Intelligence, Social Sciences, Culture, Psychology, Anthropology, Artificial Intelligence, Human Development, Human Computer Interaction, Robotics

    4.4
    Rating, 4.4 out of 5 stars
    ·
    524 reviews

    Beginner · Course · 1 - 3 Months

  • U

    Universidade de São Paulo

    Mapas conceituais para aprender e colaborar

    Skills you'll gain: Lifelong Learning, Willingness To Learn, Learning Strategies, Peer Review, Collaboration, Brainstorming, Cognitive flexibility, Information Architecture, Critical Thinking, Constructive Feedback, Organizational Skills, Technical Communication

    4.9
    Rating, 4.9 out of 5 stars
    ·
    412 reviews

    Beginner · Course · 1 - 3 Months

  • Status: Free Trial
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    U

    University of Colorado Boulder

    Probability Foundations for Data Science and AI

    Skills you'll gain: Probability, Probability & Statistics, Probability Distribution, Statistics, Statistical Methods, Data Analysis, Statistical Analysis

    Build toward a degree

    4.5
    Rating, 4.5 out of 5 stars
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    284 reviews

    Intermediate · Course · 1 - 3 Months

  • Status: Free Trial
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    S

    Starweaver

    Luxury Hospitality & Brand Innovation

    Skills you'll gain: Customer experience strategy (CX), Service Design, Change Management, Social Media Campaigns, Hospitality Management, Social Media Marketing, Process Mapping, Key Performance Indicators (KPIs), Hospitality Services, Design Thinking, Brand Marketing, Service Management, Customer experience improvement, Digital Marketing, Design, Social Media Management, Prototyping, Content Marketing, Leadership, Search Engine Optimization

    4.4
    Rating, 4.4 out of 5 stars
    ·
    200 reviews

    Intermediate · Specialization · 1 - 3 Months

  • Status: Free Trial
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    R

    Rice University

    Algorithmic Thinking (Part 1)

    Skills you'll gain: Graph Theory, Algorithms, Computational Thinking, Data Analysis, Data Structures, Theoretical Computer Science, Network Analysis, Analysis, Programming Principles, Python Programming

    4.6
    Rating, 4.6 out of 5 stars
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    384 reviews

    Intermediate · Course · 1 - 4 Weeks

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    U

    University of Cape Town

    Educating Deaf Children: Becoming an Empowered Teacher

    Skills you'll gain: Disabilities, Special Education, Cultural Responsiveness, Child Development, Teaching, Differentiated Instruction, Parent Communication, Advocacy, Non-Verbal Communication

    4.9
    Rating, 4.9 out of 5 stars
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    420 reviews

    Beginner · Course · 1 - 4 Weeks

  • Status: Free Trial
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    M

    Microsoft

    Cybersecurity Identity and Access Solutions using Azure AD

    Skills you'll gain: Azure Active Directory, Authentications, Identity and Access Management, Authorization (Computing), Active Directory, Role-Based Access Control (RBAC), Multi-Factor Authentication, Microsoft Azure, Single Sign-On (SSO), Software As A Service, User Accounts, Cloud Services, Enterprise Security

    4.5
    Rating, 4.5 out of 5 stars
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    189 reviews

    Beginner · Course · 1 - 4 Weeks

  • G

    Google Cloud

    Identify Damaged Car Parts with Vertex AutoML Vision

    Skills you'll gain: Model Evaluation, Applied Machine Learning, Google Cloud Platform, Image Analysis, Model Deployment, Computer Vision, Machine Learning, Cloud Storage, Cloud API

    5
    Rating, 5 out of 5 stars
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    6 reviews

    Intermediate · Project · Less Than 2 Hours

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    M

    Macquarie University

    Cyber Security: Essentials for AI

    Skills you'll gain: Data Security, Security Testing, Data Ethics, Cyber Security Strategy, Cyber Threat Intelligence, Security Controls, Cyber Risk, Data Sharing, Intrusion Detection and Prevention, Cyber Attacks, Cybersecurity, Cyber Threat Hunting, Cyber Governance, Security Management, Artificial Intelligence and Machine Learning (AI/ML), Security Awareness, Security Strategy, AI Product Strategy, Security Software, Generative AI

    4.6
    Rating, 4.6 out of 5 stars
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    29 reviews

    Beginner · Specialization · 3 - 6 Months

  • Status: Free Trial
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    I

    Imperial College London

    Foundations of Public Health Practice: Behaviour & Behaviour Change

    Skills you'll gain: Health Promotion, Behavioral Economics, Public Health, Applied Behavior Analysis, Social Determinants Of Health, Public Health and Disease Prevention, Health Policy, Cultural Diversity, Psychology, Risk Analysis

    4.8
    Rating, 4.8 out of 5 stars
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    107 reviews

    Beginner · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    U

    University of Glasgow

    Clinical Decision Support Systems - CDSS 4

    Skills you'll gain: Model Evaluation, Data Ethics, AI Security, Responsible AI, Healthcare Ethics, Machine Learning, Deep Learning, Information Privacy, Decision Support Systems, Health Informatics, Predictive Modeling, Artificial Intelligence, Human Centered Design, Data Security

    Intermediate · Course · 1 - 4 Weeks

  • Status: Preview
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    B

    Birla Institute of Technology & Science, Pilani

    Introduction to Bioinformatics

    Skills you'll gain: Bioinformatics, Biotechnology, Data Management, Biostatistics, Data Mining, Applied Machine Learning, Unsupervised Learning, R Programming, Scientific Visualization, Data Preprocessing, Correlation Analysis, Chemical and Biomedical Engineering, Dimensionality Reduction, Computational Thinking, Markov Model, Algorithms

    3.6
    Rating, 3.6 out of 5 stars
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    8 reviews

    Beginner · Course · 1 - 3 Months

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

  • Emotions: a Philosophical Introduction: Universitat Autònoma de Barcelona
  • Mapas conceituais para aprender e colaborar: Universidade de São Paulo
  • Probability Foundations for Data Science and AI: University of Colorado Boulder
  • Luxury Hospitality & Brand Innovation: Starweaver
  • Algorithmic Thinking (Part 1): Rice University
  • Educating Deaf Children: Becoming an Empowered Teacher: University of Cape Town
  • Cybersecurity Identity and Access Solutions using Azure AD: Microsoft
  • Identify Damaged Car Parts with Vertex AutoML Vision: Google Cloud
  • Cyber Security: Essentials for AI: Macquarie University
  • Foundations of Public Health Practice: Behaviour & Behaviour Change: Imperial College London

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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