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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


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    EDUCBA

    DirectX: Implement & Optimize 3D Rendering

    Skills you'll gain: Computer Graphics, Visualization (Computer Graphics), Computer Graphic Techniques, C++ (Programming Language), Mathematical Theory & Analysis, Applied Mathematics, Algebra

    Mixed · Course · 1 - 4 Weeks

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    Packt

    Advanced Python and Professional Development

    Skills you'll gain: Object Oriented Programming (OOP), Code Review, Microsoft Visual Studio, Development Environment, Maintainability, Integrated Development Environments, Scalability, Programming Principles, Software Development Tools, Python Programming, Debugging

    Advanced · Course · 1 - 4 Weeks

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    EDUCBA

    Mastering Python Logic and Data Structures

    Skills you'll gain: Programming Principles, Data Dictionary, Computational Logic, Data Cleansing, Data Structures, Python Programming, Pseudocode, Data Manipulation, Debugging

    4.5
    Rating, 4.5 out of 5 stars
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    8 reviews

    Mixed · Course · 1 - 4 Weeks

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    Google Cloud

    Transformer Models and BERT Model - 한국어

    Skills you'll gain: Natural Language Processing, Large Language Modeling, Transfer Learning, Generative Model Architectures, Text Mining

    Advanced · Course · 1 - 4 Weeks

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    EDUCBA

    Python Case Study - Cryptography

    Skills you'll gain: Cryptography, Encryption, Public Key Cryptography Standards (PKCS), Key Management, Application Security, Python Programming, Brute-force attacks, Algorithms, Data Integrity

    5
    Rating, 5 out of 5 stars
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    12 reviews

    Mixed · Course · 1 - 3 Months

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    Coursera

    Material Design 3 for Beginners : Customizing Components

    Skills you'll gain: Figma (Design Software), User Experience Design, User Centered Design, Design, Web Design, Layout Design, Style Guides, Typography

    Intermediate · Guided Project · Less Than 2 Hours

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    Board Infinity

    Java EE Essentials: Best Practices for Enterprise Solutions

    Skills you'll gain: Java Platform Enterprise Edition (J2EE), Application Performance Management, Software Design Patterns, Java, Enterprise Architecture, Secure Coding, Model View Controller, Software Architecture, Application Security, Maintainability, Continuous Monitoring, Debugging, Scalability

    Intermediate · Course · 1 - 4 Weeks

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    Packt

    AI & Cybersecurity Threats, Global Actors, and Trends

    Skills you'll gain: DevSecOps, AI Security, Cyber Operations, Threat Modeling, Zero Trust Network Access

    Intermediate · Course · 3 - 6 Months

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    Pearson

    Building the Ultimate Cybersecurity Lab and Cyber Range

    Skills you'll gain: Exploit development, Penetration Testing, Cybersecurity, Ansible, Malware Protection, Incident Response, Security Engineering, Cloud Deployment, Infrastructure as Code (IaC), Cloud Platforms, Terraform, Cloud Computing, Cloud Infrastructure, Virtualization, Virtual Machines, Linux, Scalability

    Intermediate · Course · 1 - 4 Weeks

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    Microsoft

    Working with large language models using Azure

    Skills you'll gain: Prompt Engineering, Large Language Modeling, Retrieval-Augmented Generation, LLM Application, Microsoft Azure, ChatGPT, Model Deployment, Embeddings, Application Design, Cloud Applications, Application Deployment, Model Evaluation, Semantic Web

    Intermediate · Course · 1 - 4 Weeks

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    Cisco Learning and Certifications

    Implementing MPLS VPNs

    Skills you'll gain: Multiprotocol Label Switching, Virtual Private Networks (VPN), Routing Protocols, Border Gateway Protocol, Open Shortest Path First (OSPF), Network Troubleshooting, Network Routers, Wide Area Networks, Network Routing, Network Monitoring, Command-Line Interface

    Beginner · Course · 1 - 3 Months

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    Scrimba

    API Basics 4: Build a Personal Dashboard (Promise Rejection)

    Skills you'll gain: Responsive Web Design, Cascading Style Sheets (CSS), Web Applications, Javascript, Web Development Tools, Restful API, Application Programming Interface (API), Real Time Data, Software Development

    Intermediate · Course · 1 - 4 Weeks

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

  • DirectX: Implement & Optimize 3D Rendering: EDUCBA
  • Advanced Python and Professional Development: Packt
  • Mastering Python Logic and Data Structures: EDUCBA
  • Transformer Models and BERT Model - 한국어: Google Cloud
  • Python Case Study - Cryptography: EDUCBA
  • Material Design 3 for Beginners : Customizing Components: Coursera
  • Java EE Essentials: Best Practices for Enterprise Solutions: Board Infinity
  • AI & Cybersecurity Threats, Global Actors, and Trends: Packt
  • Building the Ultimate Cybersecurity Lab and Cyber Range: Pearson
  • Working with large language models using Azure: Microsoft

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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