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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: Preview
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    U

    University of Glasgow

    Generative AI in the Classroom for Educators

    Skills you'll gain: Responsible AI, AI literacy, digital literacy, Digital pedagogy, Education Software and Technology, Generative AI, Artificial Intelligence, Data Ethics, AI Integrations, Emerging Technologies, Instructional Design, Case Studies, Problem Solving, Critical Thinking

    4.4
    Rating, 4.4 out of 5 stars
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    7 reviews

    Beginner · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    I

    IBM

    IBM COBOL Software Development Practices

    Skills you'll gain: COBOL (Programming Language), Agile Software Development, Systems Development Life Cycle, Agile Methodology, Technical Support, Software Development Methodologies, Software Development Life Cycle, Agile Project Management, Scrum (Software Development), Technical Support and Services, Software Development, Help Desk Support, System Support, Software Quality Assurance, Quality Assurance, Software Quality (SQA/SQC), Mainframe Computing, Code Review, Issue Tracking, Computer Programming

    3.6
    Rating, 3.6 out of 5 stars
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    64 reviews

    Beginner · Course · 1 - 3 Months

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    J

    James Spurin

    Dive Into Kubernetes - Containers, Docker & Kubernetes

    Skills you'll gain: Docker (Software), Kubernetes, Containerization, Cloud-Native Computing, YAML, Devops Tools, Development Environment, Application Deployment, Software Installation, Infrastructure Architecture, General Networking, Network Infrastructure, Linux, Command-Line Interface

    4.9
    Rating, 4.9 out of 5 stars
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    17 reviews

    Beginner · Course · 3 - 6 Months

  • Status: Free Trial
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    P

    Packt

    Blender to Unreal Engine - Become a Dungeon Prop Artist

    Skills you'll gain: 3D Modeling, 3D Assets, Computer Graphic Techniques, Visualization (Computer Graphics), Computer Graphics, Graphical Tools, Video Game Development, Animation and Game Design, UI Components, Model Optimization, File Management, Virtual Environment, Animations, Game Design, Data Import/Export, User Interface (UI), Image Quality, Performance Tuning

    4.4
    Rating, 4.4 out of 5 stars
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    40 reviews

    Beginner · Specialization · 3 - 6 Months

  • Status: Free Trial
    Free Trial
    E

    Edureka

    Generative AI for Workflow Automation

    Skills you'll gain: Generative AI Agents, Business Process Automation, Agentic Workflows, Generative AI, Automation, OpenAI, Multimodal Prompts, Slack (Software), AI Personalization, AI Integrations, Human Resources, Performance Metric, Performance Measurement, Key Performance Indicators (KPIs), Google Sheets, Application Programming Interface (API)

    Beginner · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    L

    L&T EduTech

    Geospatial Technology for Construction

    Skills you'll gain: Construction Engineering, Geospatial Mapping, Geospatial Information and Technology, Geographic Information Systems, Spatial Data Analysis, Construction, Construction Management, Visualization (Computer Graphics), Spatial Analysis, Global Positioning Systems, GIS Software, Scientific Visualization, Engineering, Scientific, and Technical Instruments, 3D Modeling

    4.8
    Rating, 4.8 out of 5 stars
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    21 reviews

    Intermediate · Course · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    E

    EDUCBA

    PyMongo Case Study - Aggregating Customer Data of a Bank

    Skills you'll gain: Data Transformation, Customer Analysis, Customer Insights, Data Analysis, Customer Data Management, MongoDB, Data Processing, Data Validation, Extract, Transform, Load, Financial Data, Data Import/Export, Data Pipelines, Data Integration, Code Reusability, Development Environment, Case Studies

    4.7
    Rating, 4.7 out of 5 stars
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    31 reviews

    Intermediate · Course · 1 - 4 Weeks

  • Status: New
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    Status: Preview
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    S

    SkillsBooster Academy

    Vibe Coding with Lovable: From Idea to App

    Skills you'll gain: Prompt Engineering, Vibe coding, Application Development, Application Design, No-Code Development, Data Ethics, Artificial Intelligence, Product Development, Design and Product, AI Personalization, Artificial Intelligence and Machine Learning (AI/ML), Business Ethics, Ethical Standards And Conduct, Personal Development, Marketing Design, Product Marketing, Marketing Automation, Marketing, Business Marketing, Digital Marketing

    4.3
    Rating, 4.3 out of 5 stars
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    15 reviews

    Beginner · Course · 1 - 3 Months

  • Status: Free Trial
    Free Trial
    P

    Packt

    RNN Architecture and Sentiment Classification

    Skills you'll gain: Recurrent Neural Networks (RNNs), PyTorch (Machine Learning Library), Model Optimization, Large Language Modeling, Text Mining, Artificial Neural Networks, Natural Language Processing, Classification Algorithms, Model Training, Deep Learning, Machine Learning

    Intermediate · Course · 1 - 4 Weeks

  • Status: Free Trial
    Free Trial
    P

    Pearson

    Certified Kubernetes Administrator (CKA): Unit 1

    Skills you'll gain: Kubernetes, Containerization, Cloud-Native Computing, Infrastructure Security, Role-Based Access Control (RBAC), Security Controls, Linux Administration, Data Maintenance, Data Storage Technologies, Systems Architecture, Command-Line Interface, Authorization (Computing), System Configuration, Authentications

    4.5
    Rating, 4.5 out of 5 stars
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    11 reviews

    Intermediate · Course · 1 - 4 Weeks

  • C

    Coursera

    Github Copilot with Python: Creating Text Games

    Skills you'll gain: GitHub Copilot, Object Oriented Design, Object Oriented Programming (OOP), Game Design, Unit Testing, Python Programming, AI Enablement, Program Development, GitHub, Development Environment, Debugging

    4.7
    Rating, 4.7 out of 5 stars
    ·
    11 reviews

    Intermediate · Guided Project · Less Than 2 Hours

  • Status: Free Trial
    Free Trial
    S

    Starweaver

    Mastering Active Listening in the Global Workplace

    Skills you'll gain: Active Listening, Non-Verbal Communication, Team Collaboration, Virtual Teams, Interpersonal Communications, Empathy, Cultural Sensitivity, Cultural Diversity, Intercultural Competence, Emotional Intelligence, Rapport Building, Empathy & Emotional Intelligence, Collaboration, Business Communication, Conflict Management, Communication Strategies, Communication, Digital Communications, AI literacy, Adaptability

    4.7
    Rating, 4.7 out of 5 stars
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    14 reviews

    Intermediate · Course · 1 - 4 Weeks

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

  • Generative AI in the Classroom for Educators: University of Glasgow
  • IBM COBOL Software Development Practices: IBM
  • Dive Into Kubernetes - Containers, Docker & Kubernetes: James Spurin
  • Blender to Unreal Engine - Become a Dungeon Prop Artist: Packt
  • Generative AI for Workflow Automation: Edureka
  • Geospatial Technology for Construction: L&T EduTech
  • PyMongo Case Study - Aggregating Customer Data of a Bank: EDUCBA
  • Vibe Coding with Lovable: From Idea to App: SkillsBooster Academy
  • RNN Architecture and Sentiment Classification: Packt
  • Certified Kubernetes Administrator (CKA): Unit 1: Pearson

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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