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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


  • E

    Emory University

    Reproducible Templates for Analysis and Dissemination

    Skills you'll gain: Rmarkdown, Knitr, Collaborative Software, Technical Documentation, Document Management, Technical Writing, Data Sharing, R Programming, YAML, Hypertext Markup Language (HTML), File Management, Cascading Style Sheets (CSS), Version Control

    4.7
    Rating, 4.7 out of 5 stars
    ·
    20 reviews

    Beginner · Course · 1 - 3 Months

  • C

    Coursera

    Automate, Evaluate and Deploy ML Models Confidently

    Skills you'll gain: MLOps (Machine Learning Operations), Model Deployment, Scalability, CI/CD, Continuous Deployment, Application Deployment, DevOps, Artificial Intelligence and Machine Learning (AI/ML), Model Evaluation, Continuous Integration, Performance Measurement, Business Metrics, Process Optimization, Verification And Validation, Automation, Key Performance Indicators (KPIs), Performance Analysis, Data-Driven Decision-Making

    Advanced · Course · 1 - 4 Weeks

  • E

    Edureka

    Generative AI Foundation for HR Professionals

    Skills you'll gain: Recruitment Strategies, Generative AI, Recruitment, Employee Onboarding, Talent Recruitment, People Analytics, AI Enablement, Human Resources Management and Planning, AI Personalization, Talent Acquisition, Human Resources, Human Resource Strategy, Employee Engagement, Talent Management, Automation, Collaboration, IT Automation

    Beginner · Course · 1 - 4 Weeks

  • I

    Indian Institute of Technology Guwahati

    UX Design: An Introduction

    Skills you'll gain: User Experience Design, User Experience, Human Computer Interaction, User Centered Design, Usability, User Interface (UI), Interaction Design, Design, Design Research, User Research, Wireframing

    4.3
    Rating, 4.3 out of 5 stars
    ·
    12 reviews

    Beginner · Course · 1 - 4 Weeks

  • N

    Nikolai Schuler

    Snowflake - Intermediate Course

    Skills you'll gain: Snowflake Schema, Authorization (Computing), Role-Based Access Control (RBAC), Data Access, Data Pipelines, Real Time Data, Data Management, Data Loss Prevention, Data Warehousing, Disaster Recovery, Microsoft Azure, Data Storage, Database Management, Cloud Storage, Cloud Computing, Data Analysis

    4.3
    Rating, 4.3 out of 5 stars
    ·
    10 reviews

    Intermediate · Course · 1 - 4 Weeks

  • C

    Coursera

    Evaluate Employee Comprehension with Canvas

    Skills you'll gain: Learning Management Systems, Instructional Design, Test Tools, Education Software and Technology, Design, Leadership

    4.7
    Rating, 4.7 out of 5 stars
    ·
    9 reviews

    Intermediate · Guided Project · Less Than 2 Hours

  • C

    Coursera

    Program Stakeholders Management in ClickUp

    Skills you'll gain: Stakeholder Management, Program Management, Stakeholder Engagement, Agile Methodology, Project Design, Stakeholder Analysis, Project Management, Diagram Design

    4.6
    Rating, 4.6 out of 5 stars
    ·
    19 reviews

    Intermediate · Guided Project · Less Than 2 Hours

  • P

    Packt

    Autodesk Civil 3D 2025 Unleashed

    Skills you'll gain: AutoCAD Civil 3D, Autodesk Revit, Autodesk, Grading (Landscape), AutoCAD, Stormwater Management, Engineering Plans And Specifications, Engineering Analysis, Design, Visualization (Computer Graphics), Coordination, Design and Product, Data Management

    Beginner · Course · 3 - 6 Months

  • C

    Coursera

    Covid-19 Death Medical Analysis & Visualization using Plotly

    Skills you'll gain: Plotly, Data Visualization, Datamaps, Data Visualization Software, Scatter Plots, Jupyter, Python Programming, Exploratory Data Analysis, Pandas (Python Package), Data Analysis, Medical Science and Research

    4.2
    Rating, 4.2 out of 5 stars
    ·
    13 reviews

    Beginner · Guided Project · Less Than 2 Hours

  • U

    Universidades Anáhuac

    Data Science: Tus Primeros Pasos con Python

    Skills you'll gain: Data Cleansing, Database Management, SQL, Databases, Data Visualization Software, Pandas (Python Package), Data Science, Jupyter, Data Manipulation, Web Scraping, Data Processing, Data Collection, Python Programming, Matplotlib, Machine Learning

    2.7
    Rating, 2.7 out of 5 stars
    ·
    7 reviews

    Beginner · Course · 1 - 4 Weeks

  • C

    Coursera

    GenAI for AWS: AI-Driven Cloud Automation & Scaling

    Skills you'll gain: Amazon Bedrock, Cloud Computing Architecture, AI Workflows, Generative AI, Amazon Web Services, Cloud Computing, Applied Machine Learning, Amazon CloudWatch, AWS Identity and Access Management (IAM), Performance Tuning, Scalability

    Intermediate · Course · 1 - 4 Weeks

  • S

    Starweaver

    Effective Corporate Communication: Principles & Evolution

    Skills you'll gain: Corporate Communications, Internal Communications, Strategic Communication, Media Relations, Stakeholder Communications, Business Communication, Stakeholder Engagement, Intercultural Competence, Public Relations, Cultural Diversity, Communication Strategies, Crisis Management, Ethical Standards And Conduct, Digital Communications, Employee Engagement, Branding

    4.7
    Rating, 4.7 out of 5 stars
    ·
    30 reviews

    Beginner · Course · 1 - 4 Weeks

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

  • Reproducible Templates for Analysis and Dissemination : Emory University
  • Automate, Evaluate and Deploy ML Models Confidently: Coursera
  • Generative AI Foundation for HR Professionals: Edureka
  • UX Design: An Introduction: Indian Institute of Technology Guwahati
  • Snowflake - Intermediate Course: Nikolai Schuler
  • Evaluate Employee Comprehension with Canvas: Coursera
  • Program Stakeholders Management in ClickUp: Coursera
  • Autodesk Civil 3D 2025 Unleashed: Packt
  • Covid-19 Death Medical Analysis & Visualization using Plotly: Coursera
  • Data Science: Tus Primeros Pasos con Python: Universidades Anáhuac

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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