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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: Free Trial
    Free Trial
    D

    Dartmouth College

    Predictive Analytics

    Skills you'll gain: Business Ethics, Predictive Modeling, Predictive Analytics, Scikit Learn (Machine Learning Library), Model Evaluation, Digital Transformation, Data-Driven Decision-Making, Feature Engineering, Regression Analysis, Supervised Learning, Python Programming, Cloud Computing, Data Quality, Classification Algorithms, Artificial Neural Networks

    Intermediate · Course · 1 - 3 Months

  • C

    Coursera

    Create a Virtual Classroom using Google Slides

    Skills you'll gain: Education Software and Technology, Virtual Environment, Teaching, Collaborative Software, Data Sharing, Google Workspace

    4.8
    Rating, 4.8 out of 5 stars
    ·
    232 reviews

    Beginner · Guided Project · Less Than 2 Hours

  • Status: Free
    Free
    G

    Goldman Sachs

    Fundamentals of Negotiation, with Goldman Sachs 10,000 Women

    Skills you'll gain: Negotiation, Active Listening, Rapport Building, Conflict Management, Interpersonal Communications, Goal Setting, Communication, Business Planning, Influencing, Expectation Management, Emotional Intelligence

    4.6
    Rating, 4.6 out of 5 stars
    ·
    494 reviews

    Mixed · Course · 1 - 4 Weeks

  • Status: Preview
    Preview
    K

    King Abdullah University of Science and Technology

    Fundamental Skills in Bioinformatics

    Skills you'll gain: Statistical Analysis, Bioinformatics, Unix, Scientific Visualization, R Programming, Rmarkdown, Unix Commands, Data Analysis, Data Quality, Statistical Hypothesis Testing, Exploratory Data Analysis, Pandas (Python Package), Python Programming, NumPy, Data Manipulation

    4.4
    Rating, 4.4 out of 5 stars
    ·
    90 reviews

    Beginner · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    U

    University of Colorado Boulder

    Interpersonal, Developmental, and Evolutionary Perspectives of the Mind

    Skills you'll gain: Game Theory, Human Development, Behavioral Economics, Artificial Intelligence, Psychology, Simulations, Anthropology, Mathematical Modeling, Sociology

    4.3
    Rating, 4.3 out of 5 stars
    ·
    36 reviews

    Beginner · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    U

    University of Houston

    Value-Based Care: Introduction to Value-Based Care and the U.S. Healthcare System

    Skills you'll gain: Value-Based Care, Managed Care, Medicare, Primary Care, Medicaid, Health Systems, Healthcare Industry Knowledge, Health Policy, Continuous Quality Improvement (CQI), Systems Of Measurement

    4.7
    Rating, 4.7 out of 5 stars
    ·
    185 reviews

    Beginner · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    W

    Whizlabs

    Exam Prep AZ-500:Microsoft Azure Security Engineer Associate

    Skills you'll gain: Azure Active Directory, Authentications, Microsoft Azure, Authorization (Computing), Network Security, Virtual Private Networks (VPN), Identity and Access Management, Firewall, Active Directory, Cloud Security, User Provisioning, Security Management, Role-Based Access Control (RBAC), Virtual Networking, Kubernetes, Single Sign-On (SSO), User Accounts, Data Security, Data Access, Security Information and Event Management (SIEM)

    4.1
    Rating, 4.1 out of 5 stars
    ·
    20 reviews

    Intermediate · Specialization · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    U

    University of Colorado Boulder

    M2M & IoT Interface Design & Protocols for Embedded Systems

    Skills you'll gain: Internet Of Things, API Design, Amazon Web Services, Embedded Software, Cloud Computing Architecture, Application Programming Interface (API), Network Protocols, Microservices, Cloud Applications, Cloud Services, Communication Systems, Embedded Systems, Cloud Technologies, Cybersecurity, Software Development, Wireless Networks

    Build toward a degree

    4.6
    Rating, 4.6 out of 5 stars
    ·
    125 reviews

    Intermediate · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    J

    Johns Hopkins University

    Data and Electronic Health Records

    Skills you'll gain: Health Insurance Portability And Accountability Act (HIPAA) Compliance, Data Management, Data Integrity, Practice Management Software, Health Information Management, Data Quality, Health Informatics, Medical Records, Electronic Medical Record, Health Care, Patient Registration, Clinical Documentation, Data Security, Computerized Physician Order Entry, Data Analysis

    4.7
    Rating, 4.7 out of 5 stars
    ·
    29 reviews

    Beginner · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    K

    Kennesaw State University

    Team Management for the 6 σ Black Belt

    Skills you'll gain: Team Management, Team Building, Meeting Facilitation, Conflict Management, Team Leadership, Six Sigma Methodology, Lean Six Sigma, Discussion Facilitation, Project Management, Cross-Functional Collaboration, Communication

    4.7
    Rating, 4.7 out of 5 stars
    ·
    234 reviews

    Mixed · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    D

    Duke University

    Data Science with R

    Skills you'll gain: Data Ethics, Exploratory Data Analysis, Data-Driven Decision-Making, Logistic Regression, Statistical Modeling, Web Scraping, Ggplot2, Model Evaluation, Data Visualization Software, Predictive Modeling, Tidyverse (R Package), Data Visualization, Data Analysis, Regression Analysis, Responsible AI, Data Transformation, R Programming, Data Science, Data Wrangling, Version Control

    4.8
    Rating, 4.8 out of 5 stars
    ·
    30 reviews

    Beginner · Specialization · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    S

    Simplilearn

    Foundations of Generative AI Models

    Skills you'll gain: Generative Model Architectures, Retrieval-Augmented Generation, Generative AI, Generative Adversarial Networks (GANs), Autoencoders, Model Evaluation, Large Language Modeling, Real Time Data, Scalability, Responsible AI, Transfer Learning, Natural Language Processing

    Beginner · Course · 1 - 4 Weeks

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

  • Predictive Analytics: Dartmouth College
  • Create a Virtual Classroom using Google Slides: Coursera
  • Fundamentals of Negotiation, with Goldman Sachs 10,000 Women: Goldman Sachs
  • Fundamental Skills in Bioinformatics: King Abdullah University of Science and Technology
  • Interpersonal, Developmental, and Evolutionary Perspectives of the Mind: University of Colorado Boulder
  • Value-Based Care: Introduction to Value-Based Care and the U.S. Healthcare System: University of Houston
  • Exam Prep AZ-500:Microsoft Azure Security Engineer Associate: Whizlabs
  • M2M & IoT Interface Design & Protocols for Embedded Systems: University of Colorado Boulder
  • Data and Electronic Health Records: Johns Hopkins University
  • Team Management for the 6 σ Black Belt: Kennesaw State 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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