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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


  • P

    Packt

    Introduction to Cloud-Native Architecture and Microservices

    Skills you'll gain: Cloud Deployment, Amazon Web Services

    Intermediate · Course · 1 - 3 Months

  • H

    H2O.ai

    H2O Wave Starter Course

    Skills you'll gain: LLM Application, Application Development, AI Enablement, User Interface (UI), Development Environment, Interactive Design, Cloud Deployment, Generative AI, Python Programming, Application Frameworks, Open Source Technology

    Intermediate · Course · 1 - 3 Months

  • C

    Coursera

    Crafting AI Identities: Strategies & Ethical Considerations

    Skills you'll gain: Responsible AI, AI Personalization, Data Ethics, Personally Identifiable Information, Information Privacy, Persona (User Experience), User Research, Multimodal Prompts, Diversity and Inclusion, User Experience Design, Usability, Artificial Intelligence, Accountability, Ethical Standards And Conduct, User Centered Design, Empathy & Emotional Intelligence

    Intermediate · Course · 1 - 4 Weeks

  • 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

  • G

    Google Cloud

    프로덕션 머신러닝 시스템

    Skills you'll gain: MLOps (Machine Learning Operations), Model Deployment, Tensorflow, Google Cloud Platform, Systems Design, Applied Machine Learning, Data Validation, Model Evaluation, Technical Design, Performance Tuning, Distributed Computing, Cloud Deployment, Scalability, Data Pipelines, Debugging

    Advanced · Course · 1 - 3 Months

  • P

    Packt

    Intermediate C# Scripting: Game Mechanics & Reusable Scripts

    Skills you'll gain: Object Oriented Programming (OOP), Unity Engine, Video Game Development, Event-Driven Programming, C# (Programming Language), User Interface (UI), Scripting, Animations, Debugging

    Intermediate · Course · 1 - 4 Weeks

  • C

    Coursera

    GenAI for Legal Risk Mitigation: Proactive Case Analysis

    Skills you'll gain: Prompt Engineering, Risk Management Framework, Legal Technology, Responsible AI, Legal Risk, Risk Mitigation, Generative AI, Compliance Management, Risk Management, Business Process Automation, Automation, Data Ethics, Law, Regulation, and Compliance, Analytics, Governance, Data-Driven Decision-Making

    Advanced · Course · 1 - 4 Weeks

  • L

    LearnQuest

    Security Administration with Cisco Defense Orchestrator

    Skills you'll gain: General Networking, Network Architecture, Cybersecurity, Computer Networking, Network Security, Threat Detection, Network Routers, Security Controls, Cyber Attacks, Network Switches, Diagram Design, Firewall, Security Strategy

    Beginner · Course · 1 - 4 Weeks

  • A

    Alex Genadinik

    Time Management

    Skills you'll gain: Prioritization, Productivity, Time Management, Professional Development, Personal Development, Stress Management, Strategic Prioritization, Organizational Skills, Calendar Management, Business Priorities, Scheduling, Composure, Business Strategy, Decision Making, Data-Driven Decision-Making

    Mixed · Course · 1 - 3 Months

  • P

    Packt

    React Bootcamp with .NET API (Router, Redux Toolkit, Hooks)

    Skills you'll gain: React.js, Bootstrap (Front-End Framework), Web Applications, UI Components, Full-Stack Web Development, Web Development Tools, Authentications, Front-End Web Development, HTML and CSS, Cascading Style Sheets (CSS), Authorization (Computing), Application Programming Interface (API), User Interface (UI), Javascript, Microsoft Azure, Network Routing, Event-Driven Programming, User Interface (UI) Design, Data Validation, Debugging

    Intermediate · Specialization · 3 - 6 Months

  • P

    Packt

    TLS & HTTPS Explained – Visualizations & Localhost Setup

    Skills you'll gain: Network Security, Data Security

    Intermediate · Course · 1 - 4 Weeks

  • P

    Packt

    Mastering Angular – Interview Prep & E-commerce App

    Skills you'll gain: Angular, Responsive Web Design, Bootstrap (Front-End Framework), Node.JS, Back-End Web Development, Unit Testing, Full-Stack Web Development, Front-End Web Development, Command-Line Interface, Authentications, Dataflow, TypeScript, MySQL, E-Commerce

    Intermediate · Specialization · 3 - 6 Months

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

  • Introduction to Cloud-Native Architecture and Microservices: Packt
  • H2O Wave Starter Course: H2O.ai
  • Crafting AI Identities: Strategies & Ethical Considerations: Coursera
  • AWS Step Functions – Automate Complex Tasks with Workflows: Packt
  • 프로덕션 머신러닝 시스템: Google Cloud
  • Intermediate C# Scripting: Game Mechanics & Reusable Scripts: Packt
  • GenAI for Legal Risk Mitigation: Proactive Case Analysis: Coursera
  • Security Administration with Cisco Defense Orchestrator: LearnQuest
  • Time Management: Alex Genadinik
  • React Bootcamp with .NET API (Router, Redux Toolkit, Hooks): 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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