Development

Complete Full-Stack AI Engineer Bootcamp : For Beginners

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Course Overview

  • Course Title: Complete Full-Stack AI Engineer Bootcamp: For Beginners
  • Instructor: Creative Online School (Mahbubur Rahman)
  • Target Audience:
    • Absolute beginners with no prior programming experience
    • Professionals transitioning into AI engineering
    • Data science enthusiasts
    • Developers looking to integrate AI into applications
  • Prerequisites: None

Curriculum Highlights

  • Key Topics Covered:
    • Fundamentals of Artificial Intelligence (AI)
    • Python programming for AI
    • Machine Learning (ML) algorithms
    • Deep Learning and neural networks
    • Generative AI systems
    • Data processing and data science foundations
    • MLOps (Machine Learning Operations)
    • AI deployment using FastAPI, Docker, and cloud platforms
    • Version control and CI/CD pipelines for AI
    • AI system lifecycle (data collection to production monitoring)
  • Key Skills Learned:
    • Building AI-driven APIs
    • Developing chatbots and predictive models
    • Creating computer vision applications
    • Training and deploying generative AI tools
    • Optimizing AI model performance
    • Integrating AI into full-stack applications

Course Format

  • Duration:
    • 2.5 hours of on-demand video
    • 10 articles
    • 10 downloadable resources
  • Format: Self-paced online course
  • Resources:
    • On-demand video lectures
    • Downloadable materials
    • Articles
    • Access on mobile and TV
    • Certificate of completion

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