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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


  • Status: Free Trial
    Free Trial
    U

    University of Washington

    Data Science at Scale - Capstone Project

    Skills you'll gain: Feature Engineering, Model Evaluation, Data Analysis, Predictive Modeling, Data Wrangling, Statistical Modeling, Statistics, Data Science, Data Preprocessing, Predictive Analytics, Data Integration, Data Collection, Applied Machine Learning, R Programming, Research, Data Validation, Python Programming

    3.8
    Rating, 3.8 out of 5 stars
    ·
    25 reviews

    Mixed · Course · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    U

    University of Pennsylvania

    Positive Psychology Specialization Project: Design Your Life for Well-being

    Skills you'll gain: Research, Empowerment, Research Methodologies, Optimism, Positive Behavior Support, Personal Development, Science and Research, Research Design, Mental Health Diseases and Disorders, Psychology, Self-Awareness, Program Evaluation, Creativity, Curiosity

    4.8
    Rating, 4.8 out of 5 stars
    ·
    906 reviews

    Mixed · Course · 1 - 4 Weeks

  • Status: Free
    Free
    U

    University of Pittsburgh

    Clinical Terminology for International and U.S. Students

    Skills you'll gain: Laboratory Testing, Diagnostic Tests, Medical Terminology, Vital Signs, Clinical Practices, Clinical Experience, Patient Communication, Hospital Medicine, Patient Safety, Medication Administration, Intravenous Therapy, Anatomy, English Language

    4.8
    Rating, 4.8 out of 5 stars
    ·
    3.2K reviews

    Beginner · Course · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    M

    Microsoft

    Introduction to Microsoft 365 Copilot

    Skills you'll gain: Microsoft Copilot, Prompt Engineering, Microsoft 365, Microsoft Office, Microsoft Outlook, Productivity Software, Workflow Management, AI Enablement, Microsoft Word, Microsoft PowerPoint, Microsoft Excel, Presentations, Generative AI, Identity and Access Management, Data Security

    4.6
    Rating, 4.6 out of 5 stars
    ·
    812 reviews

    Beginner · Course · 1 - 3 Months

  • G

    Google Cloud

    Analyze Customer Reviews with Gemini Using SQL

    Skills you'll gain: Google Gemini, Customer Analysis, Text Mining, Customer Insights, Google Cloud Platform, Data Management, Image Analysis, Big Data, Customer experience improvement, Unstructured Data, SQL, Data Analysis, Statistical Reporting, Machine Learning

    Intermediate · Project · Less Than 2 Hours

  • Status: Free Trial
    Free Trial
    D

    Duke University

    Operationalizing LLMs on Azure

    Skills you'll gain: Large Language Modeling, LLM Application, Prompt Engineering, Microsoft Azure, OpenAI API, Retrieval-Augmented Generation, OpenAI, Model Deployment, Risk Management Framework, Embeddings, Application Deployment, Application Programming Interface (API), Python Programming

    4.3
    Rating, 4.3 out of 5 stars
    ·
    47 reviews

    Intermediate · Course · 1 - 4 Weeks

  • Status: Free
    Free
    G

    Google Cloud

    Summarize Text using SQL and LLMs in BigQuery ML

    Skills you'll gain: LLM Application, Google Cloud Platform, Large Language Modeling, Prompt Engineering, SQL, Machine Learning

    Beginner · Project · Less Than 2 Hours

  • 2

    28DIGITAL

    Automated Reasoning: satisfiability

    Skills you'll gain: Computational Logic, Combinatorics, Logical Reasoning, Mathematical Modeling, Theoretical Computer Science, Applied Mathematics, Algorithms, Linear Algebra, Verification And Validation, Arithmetic

    4.8
    Rating, 4.8 out of 5 stars
    ·
    45 reviews

    Intermediate · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    U

    University of Pennsylvania

    Intro to Predictive Analytics Using Python

    Skills you'll gain: Feature Engineering, Unsupervised Learning, Model Evaluation, Predictive Modeling, Predictive Analytics, Decision Tree Learning, Classification And Regression Tree (CART), Supervised Learning, Forecasting, Machine Learning Methods, Random Forest Algorithm, Analytics, Statistical Modeling, Regression Analysis, Machine Learning, Logistic Regression, Python Programming

    Beginner · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    R

    Rice University

    An Introduction to Interactive Programming in Python (Part 2)

    Skills you'll gain: Application Development, Object Oriented Programming (OOP), Interactive Design, User Interface (UI), Animations, Game Design, Python Programming, Computer Programming, Data Structures, Debugging

    4.9
    Rating, 4.9 out of 5 stars
    ·
    1.2K reviews

    Beginner · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    M

    Microsoft

    Deploy a website with Azure Virtual Machines

    Skills you'll gain: Microsoft Azure, Virtual Machines, Virtualization and Virtual Machines, Cloud Development, Cloud Deployment, Application Deployment, Linux, Full-Stack Web Development, Web Applications, Node.JS, MongoDB

    4.6
    Rating, 4.6 out of 5 stars
    ·
    32 reviews

    Intermediate · Course · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    M

    MedCerts

    Professionalism in Allied Health

    Skills you'll gain: Conflict Management, Cultural Responsiveness, Patient Education And Counseling, Patient-centered Care, Professionalism, Professional Development, Time Management, Emotional Intelligence, Teamwork, Interpersonal Communications, Conscientiousness, Communication, Trustworthiness, Empathy, Ethical Standards And Conduct, Strong Work Ethic, Stress Management, Relationship Building

    4.8
    Rating, 4.8 out of 5 stars
    ·
    930 reviews

    Beginner · Course · 1 - 3 Months

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

  • Data Science at Scale - Capstone Project: University of Washington
  • Positive Psychology Specialization Project: Design Your Life for Well-being: University of Pennsylvania
  • Clinical Terminology for International and U.S. Students: University of Pittsburgh
  • Introduction to Microsoft 365 Copilot: Microsoft
  • Analyze Customer Reviews with Gemini Using SQL: Google Cloud
  • Operationalizing LLMs on Azure: Duke University
  • Summarize Text using SQL and LLMs in BigQuery ML: Google Cloud
  • Automated Reasoning: satisfiability: 28DIGITAL
  • Intro to Predictive Analytics Using Python: University of Pennsylvania
  • An Introduction to Interactive Programming in Python (Part 2): Rice University

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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