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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: Preview
    Preview
    U

    University of Colorado Boulder

    William Shakespeare's Twelfth Night: Comedy, Conflict, and Community

    Skills you'll gain: Performing Arts, Liberal Arts, Storytelling, Creativity, Community Outreach, Community and Social Work, European History

    4.6
    Rating, 4.6 out of 5 stars
    ·
    31 reviews

    Beginner · Course · 1 - 3 Months

  • G

    Google Cloud

    Introduction to Generative AI - Deutsch

    Skills you'll gain: Generative AI, Google Gemini, Prompt Engineering Tools, Artificial Intelligence, Machine Learning

    Beginner · Course · 1 - 4 Weeks

  • Status: Preview
    Preview
    U

    University of Pennsylvania

    Network Dynamics of Social Behavior

    Skills you'll gain: Social Network Analysis, Network Analysis, Social Sciences, Sociology, Systems Thinking, Economics, Policy, and Social Studies, Simulations, Culture, Graph Theory, Complex Problem Solving, Innovation

    4.6
    Rating, 4.6 out of 5 stars
    ·
    399 reviews

    Beginner · Course · 1 - 3 Months

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    C

    Coursera

    Operationalizing ML Models: MLOps for Scalable AI

    Skills you'll gain: MLOps (Machine Learning Operations), Model Deployment, CI/CD, Continuous Deployment, Docker (Software), Kubernetes, Containerization, AI Workflows, Scalability, DevOps, Model Evaluation, Anomaly Detection, Continuous Monitoring, Version Control

    Intermediate · Course · 1 - 4 Weeks

  • Status: New
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    V

    Vanderbilt University

    Model Context Protocol for Leaders: Generative AI Agents

    Skills you'll gain: Model Context Protocol, Generative AI Agents, AI Enablement, Email Automation, Business Process Automation, Generative AI, AI Product Strategy, Agentic systems, Initiative and Leadership, Tool Calling, Anthropic Claude, ChatGPT, Automation, Responsible AI, Marketing Automation, Business Solutions, Multimodal Prompts, Artificial Intelligence and Machine Learning (AI/ML), Prompt Engineering, IT Automation

    4.3
    Rating, 4.3 out of 5 stars
    ·
    23 reviews

    Beginner · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    P

    Packt

    NumPy, Matplotlib & Pandas – Data Science Prerequisites

    Skills you'll gain: NumPy, Plot (Graphics), Pandas (Python Package), Scientific Visualization, Data Manipulation, Scatter Plots, Machine Learning, Data Science, Data Analysis Software, Histogram, Numerical Analysis, Linear Algebra, Probability Distribution, Classification Algorithms, Regression Analysis

    4.9
    Rating, 4.9 out of 5 stars
    ·
    7 reviews

    Beginner · Course · 1 - 3 Months

  • Status: Free
    Free
    U

    University of Washington

    U101: Understanding College and College Life

    Skills you'll gain: Higher Education, Learning Strategies, Student Support and Services, Academic Advising, Time Management, Lifelong Learning, Personal Development, Planning, Collaboration, Resourcefulness, Decision Making, Adaptability, Relationship Building

    4.6
    Rating, 4.6 out of 5 stars
    ·
    505 reviews

    Mixed · Course · 1 - 3 Months

  • C

    Coursera

    Python 101: Develop Your First Python Program

    Skills you'll gain: Game Design, Python Programming, Programming Principles, Computer Programming, Scripting, Data Validation, Data Analysis

    4.7
    Rating, 4.7 out of 5 stars
    ·
    282 reviews

    Beginner · Guided Project · Less Than 2 Hours

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    S

    SAS

    Using SAS Viya REST APIs with Python and R

    Skills you'll gain: SAS (Software), Data Analysis Software, R (Software), Advanced Analytics, R Programming, Recurrent Neural Networks (RNNs), Big Data, Image Analysis, Time Series Analysis and Forecasting, Natural Language Processing, Statistical Programming, Jupyter, Predictive Modeling, Deep Learning, Restful API, Convolutional Neural Networks, Artificial Neural Networks

    4.7
    Rating, 4.7 out of 5 stars
    ·
    15 reviews

    Mixed · Course · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    P

    Packt

    Exploratory Data Analysis & Core ML Algorithms

    Skills you'll gain: Exploratory Data Analysis, Predictive Modeling, Decision Tree Learning, Data Analysis, Regression Analysis, Classification Algorithms, Supervised Learning, Machine Learning Algorithms, Model Evaluation, Scikit Learn (Machine Learning Library), Data Preprocessing, Statistical Machine Learning, Feature Engineering

    Intermediate · Course · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    H

    Howard University

    Introduction to Linear Algebra and Python

    Skills you'll gain: Linear Algebra, Data Visualization, Applied Mathematics, NumPy, Jupyter, Mathematical Modeling, Data Science, Python Programming, Software Installation, Data Manipulation, Git (Version Control System)

    4.3
    Rating, 4.3 out of 5 stars
    ·
    15 reviews

    Beginner · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    C

    Codio

    Intro to Operating Systems 1: Virtualization

    Skills you'll gain: OS Process Management, Operating Systems, C (Programming Language), System Programming, Virtualization, Virtual Machines, Application Programming Interface (API)

    4.5
    Rating, 4.5 out of 5 stars
    ·
    178 reviews

    Intermediate · Course · 1 - 4 Weeks

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

  • William Shakespeare's Twelfth Night: Comedy, Conflict, and Community: University of Colorado Boulder
  • Introduction to Generative AI - Deutsch: Google Cloud
  • Network Dynamics of Social Behavior: University of Pennsylvania
  • Operationalizing ML Models: MLOps for Scalable AI: Coursera
  • Model Context Protocol for Leaders: Generative AI Agents: Vanderbilt University
  • NumPy, Matplotlib & Pandas – Data Science Prerequisites: Packt
  • U101: Understanding College and College Life: University of Washington
  • Python 101: Develop Your First Python Program: Coursera
  • Using SAS Viya REST APIs with Python and R: SAS
  • Exploratory Data Analysis & Core ML Algorithms: Packt

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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