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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


  • G

    Google Cloud

    생성형 AI 리더 (Generative AI Leader)

    Skills you'll gain: Responsible AI, Prompt Engineering, Google Gemini, Generative AI Agents, Generative AI, Retrieval-Augmented Generation, Google Workspace, Google Cloud Platform, AI Product Strategy, Gemini, Large Language Modeling, Customer experience improvement, AI Enablement, Machine Learning Methods, Data Governance, Unstructured Data, Productivity Software, Artificial Intelligence, Cloud Computing, Collaboration

    Beginner · Specialization · 3 - 6 Months

  • U

    University of Colorado Boulder

    Engineering Genetic Circuits: Abstraction Methods

    Skills you'll gain: Markov Model, Engineering Analysis, Mathematical Modeling, Computational Thinking, Failure Analysis, Biological Engineering, Hazard Analysis, Simulations, Chemical Engineering, Model Evaluation, Applied Mathematics, Differential Equations, Probability

    Build toward a degree

    Intermediate · Course · 1 - 3 Months

  • E

    EDUCBA

    Unreal Engine Blueprints – Visual Scripting for Games

    Skills you'll gain: Unreal Engine, User Interface (UI), Data Persistence, Game Design, Video Game Development, Performance Tuning, Interactive Design, User Interface (UI) Design, Human Machine Interfaces, Animation and Game Design, Scripting, Performance Testing, System Testing, Programming Principles, No-Code Development, Virtual Environment, Development Testing, Artificial Intelligence, Object Oriented Design, Animations

    4.5
    Rating, 4.5 out of 5 stars
    ·
    17 reviews

    Intermediate · Specialization · 3 - 6 Months

  • C

    Columbia University

    Digital Case Method

    Skills you'll gain: Adobe Premiere, Video Editing, Digital pedagogy, Video Production, Course Development, Case Studies, Cinematography, Media Production, Photography, Storytelling, Content Creation, Artificial Intelligence

    Beginner · Course · 1 - 4 Weeks

  • U

    University of Michigan

    Python Debugging Capstone Project: Fixing and Extending Code

    Skills you'll gain: Data Manipulation, Data Preprocessing, Data Analysis, Python Programming

    Intermediate · Course · 1 - 4 Weeks

  • P

    Packt

    Gen AI - RAG Application Development using LlamaIndex

    Skills you'll gain: Large Language Modeling, Retrieval-Augmented Generation, LLM Application, Embeddings, Agentic systems, Application Development, Data Pipelines, Data Integration, Development Environment

    Intermediate · Course · 1 - 4 Weeks

  • P

    Packt

    Advanced JavaScript Concepts

    Skills you'll gain: Software Design Patterns, Object Oriented Programming (OOP), Javascript, Maintainability, Application Design, Scripting Languages, Event-Driven Programming, Prototyping, Context Management

    Advanced · Course · 1 - 3 Months

  • P

    Pearson

    Programming Generative AI: Unit 2

    Skills you'll gain: Generative AI, Large Language Modeling, Generative Model Architectures, Image Analysis, Autoencoders, Hugging Face, Embeddings, Computer Vision, Convolutional Neural Networks, PyTorch (Machine Learning Library), LLM Application, Natural Language Processing

    Intermediate · Course · 1 - 4 Weeks

  • C

    Coursera

    Make Continuous Improvements with Retrospective Maps in Miro

    Skills you'll gain: Sprint Retrospectives, Miro AI, Collaborative Software, Continuous Improvement Process, Stakeholder Engagement, Process Improvement, Project Controls, Project Documentation, Meeting Facilitation, Project Management, Agile Software Development

    Intermediate · Guided Project · Less Than 2 Hours

  • B

    Board Infinity

    Administering VMware vSphere: Setup and Configuration

    Skills you'll gain: vSphere Networking and Storage, Virtual Networking, vCenter Server Management, Role-Based Access Control (RBAC), vCenter Server, VMware ESX Servers, iSCSI Configuration, Event Monitoring, Virtual Machines, Virtualization, System Monitoring, Data Storage

    Beginner · Course · 1 - 4 Weeks

  • P

    Packt

    Foundations of Azure Infrastructure Design

    Skills you'll gain: Microsoft Azure, Authorization (Computing), Azure Active Directory, Cloud Infrastructure, Authentications, Cloud Security, Event Monitoring, Role-Based Access Control (RBAC), Infrastructure Security, Identity and Access Management, System Monitoring, Cloud Computing Architecture, Cloud Management, Active Directory, Network Monitoring, Data Governance, Cloud Applications, Personally Identifiable Information, Security Management, Information Management

    Intermediate · Course · 1 - 4 Weeks

  • E

    EDUCBA

    Security and Auditing in Ethereum

    Skills you'll gain: Secure Coding, Penetration Testing, Security Testing, Application Security, Cyber Security Assessment, Payment Systems, Continuous Monitoring, Blockchain, Incident Response, Vulnerability Scanning, Code Review, Data Validation

    4.8
    Rating, 4.8 out of 5 stars
    ·
    30 reviews

    Intermediate · Course · 1 - 4 Weeks

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

  • 생성형 AI 리더 (Generative AI Leader): Google Cloud
  • Engineering Genetic Circuits: Abstraction Methods: University of Colorado Boulder
  • Unreal Engine Blueprints – Visual Scripting for Games: EDUCBA
  • Digital Case Method: Columbia University
  • Python Debugging Capstone Project: Fixing and Extending Code: University of Michigan
  • Gen AI - RAG Application Development using LlamaIndex: Packt
  • Advanced JavaScript Concepts: Packt
  • Programming Generative AI: Unit 2: Pearson
  • Make Continuous Improvements with Retrospective Maps in Miro: Coursera
  • Administering VMware vSphere: Setup and Configuration: Board Infinity

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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