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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


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    EDUCBA

    NumPy & Pandas: Analyze & Transform Data

    Skills you'll gain: Pandas (Python Package), NumPy, Data Wrangling, Data Transformation, Data Manipulation, Pivot Tables And Charts, Data Preprocessing, Data Cleansing, Data Analysis, Numerical Analysis, Statistical Analysis, Data Structures, Descriptive Statistics

    Mixed · Course · 1 - 4 Weeks

  • G

    Google Cloud

    MLOps with Vertex AI: Manage Features - Español

    Skills you'll gain: MLOps (Machine Learning Operations), Feature Engineering, Model Deployment, Google Cloud Platform, Data Processing, Data Storage Technologies, Data Modeling, Data Storage, Data Management, DevOps

    Intermediate · Course · 1 - 4 Weeks

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    Infosec

    Network Traffic Analysis for Incident Response

    Skills you'll gain: Event Monitoring, OSI Models, Network Monitoring, Network Protocols, Cyber Threat Intelligence, Network Analysis, Network Troubleshooting, TCP/IP, Distributed Denial-Of-Service (DDoS) Attacks, Threat Detection, General Networking, Network Security, Incident Response, Command-Line Interface

    Intermediate · Course · 1 - 3 Months

  • P

    Packt

    AWS Step Functions – Automate Complex Tasks with Workflows

    Skills you'll gain: Amazon Web Services, Debugging, Business Process Automation, Automation, AWS Identity and Access Management (IAM), Serverless Computing, Amazon DynamoDB, API Gateway, JSON, User Accounts

    Intermediate · Course · 1 - 3 Months

  • P

    Packt

    Introduction to Website Development Technologies

    Skills you'll gain: Bootstrap (Front-End Framework), Development Environment, HTML and CSS, Responsive Web Design, Version Control, Front-End Web Development, Git (Version Control System), Application Deployment, Integrated Development Environments, Web Development Tools, Cloud Hosting

    Beginner · Course · 1 - 3 Months

  • Status: Free Trial
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    LearnKartS

    Salesforce Deployment

    Skills you'll gain: Application Deployment, Cloud Deployment, Salesforce Development, Salesforce, Change Control, Continuous Deployment, Configuration Management, Version Control, Release Management, Data Import/Export

    Intermediate · Course · 1 - 4 Weeks

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    Packt

    Advanced Development, Deployment, and Cloud Integration

    Skills you'll gain: Cloud Deployment, Application Deployment, ASP.NET, Microsoft Azure, Software Architecture, Authentications, Application Design, User Interface (UI), Application Development, Database Development, Maintainability, Web Servers, Debugging, Data Validation

    Advanced · Course · 1 - 3 Months

  • P

    Packt

    The Docker Masterclass for Beginners

    Skills you'll gain: Docker (Software), CI/CD, Containerization, Development Environment, Continuous Deployment, Continuous Integration, Devops Tools, DevOps, Application Deployment, Linux, Software Development Tools, YAML, Data Persistence, Command-Line Interface

    Beginner · Course · 1 - 3 Months

  • Status: New
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    Pearson

    Ansible From Basics to Guru: Unit 1

    Skills you'll gain: Ansible, IT Automation, Automation, Linux Servers, Infrastructure as Code (IaC), Windows Servers, Command-Line Interface, YAML, Configuration Management

    Beginner · Course · 1 - 4 Weeks

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    Packt

    Memory Safety and Structuring Programs

    Skills you'll gain: Rust (Programming Language), System Programming, Secure Coding, Data Structures, Programming Principles, Data Sharing, Data Management, Capacity Management

    Intermediate · Course · 1 - 3 Months

  • Status: Free Trial
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    Board Infinity

    Static & Dynamic Analysis for Technical Testing

    Skills you'll gain: Performance Testing, Maintainability, Software Testing, Code Review, Security Testing, Test Planning, Software Quality Assurance, Test Tools, White-Box Testing, Regression Testing

    Advanced · Course · 1 - 4 Weeks

  • Status: Free Trial
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    Packt

    Foundations of Unreal Engine 5 and Basic Environment Design

    Skills you'll gain: 3D Modeling, Unreal Engine, Virtual Environment, Computer Graphics, Augmented and Virtual Reality (AR/VR), Game Design, Animation and Game Design, User Interface (UI), Scalability, Performance Tuning, Design

    Beginner · Course · 3 - 6 Months

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

  • NumPy & Pandas: Analyze & Transform Data: EDUCBA
  • MLOps with Vertex AI: Manage Features - Español: Google Cloud
  • Network Traffic Analysis for Incident Response: Infosec
  • AWS Step Functions – Automate Complex Tasks with Workflows: Packt
  • Introduction to Website Development Technologies: Packt
  • Salesforce Deployment: LearnKartS
  • Advanced Development, Deployment, and Cloud Integration: Packt
  • The Docker Masterclass for Beginners: Packt
  • Ansible From Basics to Guru: Unit 1: Pearson
  • Memory Safety and Structuring Programs: Packt

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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