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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


  • U

    University of Colorado Boulder

    Modeling Climate Anomalies with Statistical Analysis

    Skills you'll gain: Statistical Analysis, Statistical Methods, Matplotlib, Regression Analysis, Statistical Modeling, Data Science, Data Analysis, Data Visualization, Pandas (Python Package), Anomaly Detection, Plot (Graphics), Data Visualization Software, Statistical Visualization, Data Integration, Data Collection, Data Access, Data Manipulation, Application Programming Interface (API)

    ★ 4 (8) · Intermediate · Course · 1 - 4 Weeks

    Status: Free Trial
    Free Trial
    Category: Build toward a degree
    Build toward a degree
  • E

    EDUCBA

    Regression & Logistic Models in Excel & Minitab

    Skills you'll gain: Data-Driven Decision-Making, Regression Analysis, Logistic Regression, Scatter Plots, Data Analysis, Predictive Analytics, Predictive Modeling, Minitab, Statistical Modeling, Statistical Software, Statistical Methods, Statistical Analysis, Data Analysis Software, Statistical Hypothesis Testing, Correlation Analysis, Microsoft Excel, Model Evaluation

    Mixed · Course · 1 - 4 Weeks

    Status: Free Trial
    Free Trial
  • B

    Board Infinity

    Key Industry 4.0 Technologies in Manufacturing - 1

    Skills you'll gain: Automation Engineering, Manufacturing Operations, Internet Of Things, Robotics, Manufacturing Processes, Automation, Manufacturing and Production, Production Process, Manufacturing Standards, Industrial Engineering, 3D Modeling, Robotic Process Automation, Innovation, Computer-Aided Design, Emerging Technologies, Digital Transformation, Interoperability, Wireless Networks, General Networking, Simulation and Simulation Software

    ★ 4.5 (8) · Intermediate · Course · 1 - 4 Weeks

    Status: Free Trial
    Free Trial
  • C

    Coursera

    Create a Record of Students using Abstraction in Java

    Skills you'll gain: Object Oriented Design, Object Oriented Programming (OOP), Java Programming, Java, Computer Programming, Record Keeping

    ★ 4.3 (6) · Intermediate · Guided Project · Less Than 2 Hours

  • C

    Coursera

    Create a Target Market Presentation using Canva

    Skills you'll gain: Presentations, Sales Presentation, Marketing Design, Sales Presentations, Target Market, Data Visualization, Marketing Collateral, Target Audience, Productivity Software, Marketing

    ★ 4.5 (26) · Beginner · Guided Project · Less Than 2 Hours

    Category: Free
    Free
  • G

    Google Cloud

    Autoscaling TensorFlow Model Deployments with TF Serving and Kubernetes

    Skills you'll gain: Google Cloud Platform, Model Deployment, Tensorflow, Kubernetes, Scalability, Cloud Deployment, Image Analysis, Applied Machine Learning, Model Training, Cloud Computing, MLOps (Machine Learning Operations), Cloud Management, Cloud Storage, Data Management

    Intermediate · Project · Less Than 2 Hours

  • I

    Imperial College London

    Migration and health

    Skills you'll gain: Health Disparities, Health Equity, Public Health, Health Systems, Health Care, Climate Change Programs, Social Determinants Of Health, Health Policy, Immigration Law, International Relations, Governance, Public Policies, Demography, Policy Analysis

    ★ 4.9 (7) · Beginner · Course · 1 - 3 Months

    Status: Free Trial
    Free Trial
  • M

    Macquarie University

    Cyber Security: DevSecOps

    Skills you'll gain: DevSecOps, Secure Coding, Application Security, IT Security Architecture, DevOps, Security Engineering, Security Controls, CI/CD, Cybersecurity, Cyber Security Strategy, Cloud Security, Infrastructure as Code (IaC), Cloud Platforms, Vulnerability Management, Development Environment, Cloud Computing, Cloud Infrastructure, Cloud Computing Architecture, User Story, Backlogs

    ★ 5 (9) · Beginner · Course · 1 - 3 Months

    Status: Free Trial
    Free Trial
  • E

    EDUCBA

    Master & Apply Advanced SAS Programming Techniques

    Skills you'll gain: Sampling (Statistics), SAS (Software), Data Integration, Change Control, Statistical Programming, Statistical Methods, Data Manipulation, Data Mapping, Data Processing, Data Management, Data Transformation, Data Governance, Transaction Processing, Version Control

    Intermediate · Course · 1 - 3 Months

    Status: Free Trial
    Free Trial
  • C

    Coursera

    Secure AI Systems Across Lifecycle Stages

    Skills you'll gain: AI Security, Threat Modeling, MITRE ATT&CK Framework, Security Controls, MLOps (Machine Learning Operations), Secure Coding, Security Testing, Threat Management, Model Deployment, Data Security, Model Training, Artificial Intelligence and Machine Learning (AI/ML), Vulnerability Assessments, Application Lifecycle Management, Data Integrity

    Intermediate · Course · 1 - 4 Weeks

    Status: Free Trial
    Free Trial
  • C

    Coursera

    Agentic AI Protocols (MCP, A2A, ACP)

    Skills you'll gain: Model Context Protocol, AI Integrations, Performance Tuning

    Intermediate · Course · 1 - 4 Weeks

    Status: Free Trial
    Free Trial
  • E

    EDUCBA

    Web Analytics with Google Analytics Tools

    Skills you'll gain: Google Analytics, Web Analytics, Marketing Analytics, Digital Analysis, Data-Driven Marketing, Conversion Funnel Analysis, Analytics, Google Ads, Data Processing, Campaign Management, Marketing Effectiveness, Dashboard, Event Monitoring, Real Time Data, Data Collection, Goal Setting

    Mixed · Course · 1 - 4 Weeks

    Category: New
    New
    Status: Free Trial
    Free Trial
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In summary, here are 10 of our most popular applied machine learning courses

  • Modeling Climate Anomalies with Statistical Analysis: University of Colorado Boulder
  • Regression & Logistic Models in Excel & Minitab: EDUCBA
  • Key Industry 4.0 Technologies in Manufacturing - 1: Board Infinity
  • Create a Record of Students using Abstraction in Java: Coursera
  • Create a Target Market Presentation using Canva: Coursera
  • Autoscaling TensorFlow Model Deployments with TF Serving and Kubernetes: Google Cloud
  • Migration and health: Imperial College London
  • Cyber Security: DevSecOps: Macquarie University
  • Master & Apply Advanced SAS Programming Techniques: EDUCBA
  • Secure AI Systems Across Lifecycle Stages: Coursera

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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