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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


  • C

    Coursera

    Build and deploy a stroke prediction model using R

    Skills you'll gain: Feature Engineering, Model Evaluation, Predictive Modeling, Model Deployment, Predictive Analytics, R Programming, Data Analysis, Statistical Analysis, Data Cleansing, Applied Machine Learning, Data Manipulation, Tidyverse (R Package), Classification Algorithms, Risk Modeling, Data Preprocessing, Machine Learning

    4.6
    Rating, 4.6 out of 5 stars
    ·
    28 reviews

    Intermediate · Guided Project · Less Than 2 Hours

  • U

    University of London

    Introduction to Computer Programming

    Skills you'll gain: Debugging, Development Environment, Javascript, Computer Programming Tools, Computer Graphics, Software Development Tools, Computer Programming, Graphical Tools, Interactive Design, Human Computer Interaction, Data Management

    4.1
    Rating, 4.1 out of 5 stars
    ·
    931 reviews

    Beginner · Course · 1 - 4 Weeks

  • L

    LearnQuest

    Neural Networks and Random Forests

    Skills you'll gain: Model Evaluation, Random Forest Algorithm, Keras (Neural Network Library), Tensorflow, Deep Learning, Artificial Neural Networks, Decision Tree Learning, Scikit Learn (Machine Learning Library), Regression Analysis, Machine Learning, Classification Algorithms, Python Programming

    3.3
    Rating, 3.3 out of 5 stars
    ·
    17 reviews

    Intermediate · Course · 1 - 4 Weeks

  • L

    LearnQuest

    Introduction to Java

    Skills you'll gain: Eclipse (Software), Java, Java Programming, Integrated Development Environments, Development Environment, Computer Programming, Programming Principles, Object Oriented Programming (OOP), Debugging

    4.6
    Rating, 4.6 out of 5 stars
    ·
    2.2K reviews

    Beginner · Course · 1 - 4 Weeks

  • T

    Tecnológico de Monterrey

    Inteligencia Artificial centrada en el ser humano

    Skills you'll gain: Artificial Intelligence, Artificial Intelligence and Machine Learning (AI/ML), Responsible AI, Liberal Arts, Machine Learning, Human Computer Interaction, Social Impact, Human Centered Design, Psychology, Ethical Standards And Conduct

    4.6
    Rating, 4.6 out of 5 stars
    ·
    122 reviews

    Beginner · Course · 1 - 4 Weeks

  • A

    Alberta Machine Intelligence Institute

    Generative AI Fundamentals

    Skills you'll gain: Prompt Engineering, Generative AI, Generative Model Architectures, Generative Adversarial Networks (GANs), Retrieval-Augmented Generation, Generative AI Agents, LangChain, Large Language Modeling, Vision Transformer (ViT), ChatGPT, Artificial Intelligence and Machine Learning (AI/ML), Image Analysis, Model Deployment, OpenAI API, Google Cloud Platform, Open Source Technology, Embeddings, Machine Learning, Python Programming, Probability & Statistics

    Intermediate · Specialization · 1 - 3 Months

  • U

    Università Bocconi

    Arts and Heritage Management

    Skills you'll gain: Leadership and Management, Business Management, Team Management, Brand Management, Leadership Studies, Brand Strategy, Innovation, Art History, Fundraising, Data-Driven Decision-Making, Customer Relationship Management, Marketing, Customer experience improvement

    4.8
    Rating, 4.8 out of 5 stars
    ·
    1.5K reviews

    Mixed · Course · 1 - 3 Months

  • I

    Imperial College London

    Digital Health

    Skills you'll gain: Health Technology, Data Visualization Software, Telehealth, Agile Methodology, Health Disparities, Health Informatics, Health Care, Health Care Procedure and Regulation, Health Systems, Electronic Medical Record, digital literacy, Interoperability, Clinical Data Management, Public Health, Tableau Software, Model Evaluation, Data Ethics, User Centered Design, Technology Strategies, Analytics

    4.6
    Rating, 4.6 out of 5 stars
    ·
    351 reviews

    Intermediate · Specialization · 1 - 3 Months

  • A

    AI CERTs

    AI for Healthcare

    Skills you'll gain: Healthcare Ethics, Medical Imaging, Precision Medicine, Healthcare Industry Knowledge, AI Personalization, Applied Machine Learning, Radiology, Machine Learning, Medical Management, Health Informatics, Health Care Procedure and Regulation, Natural Language Processing, Predictive Analytics, Artificial Intelligence and Machine Learning (AI/ML), Generative AI, Generative AI Agents, Computer Science, Medical Support, Business Strategy, Business

    Intermediate · Course · 1 - 3 Months

  • G

    Google Cloud

    Gmail

    Skills you'll gain: Gmail, Google Workspace, Email Security, Productivity Software, Organizational Skills, Business Communication, Business Solutions, Data Import/Export

    4.7
    Rating, 4.7 out of 5 stars
    ·
    1.4K reviews

    Beginner · Course · 1 - 3 Months

  • T

    The University of Sydney

    Problem-Solving Skills for University Success

    Skills you'll gain: Creative Problem-Solving, Problem Solving, Creative Thinking, Brainstorming, Analytical Skills, Critical Thinking, Complex Problem Solving, Case Studies, Research, Communication

    4.9
    Rating, 4.9 out of 5 stars
    ·
    1.7K reviews

    Beginner · Course · 1 - 3 Months

  • U

    University of London

    Get Interactive: Practical Teaching with Technology

    Skills you'll gain: Education Software and Technology, Learning Management Systems, Collaboration, Digital pedagogy, Discussion Facilitation, Graphical Tools, Test Tools

    4.8
    Rating, 4.8 out of 5 stars
    ·
    1.6K reviews

    Beginner · Course · 1 - 4 Weeks

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

  • Build and deploy a stroke prediction model using R: Coursera
  • Introduction to Computer Programming : University of London
  • Neural Networks and Random Forests: LearnQuest
  • Introduction to Java: LearnQuest
  • Inteligencia Artificial centrada en el ser humano: Tecnológico de Monterrey
  • Generative AI Fundamentals: Alberta Machine Intelligence Institute
  • Arts and Heritage Management: Università Bocconi
  • Digital Health: Imperial College London
  • AI for Healthcare: AI CERTs
  • Gmail: Google Cloud

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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