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מתחיל 4 June 2026 08:47

נגמר 4 June 2026

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The Future of JavaScript and AI

Explore AI-powered JavaScript apps using TensorFlow.js and APIs. Learn to build innovative applications without extensive math or experience, unlocking new possibilities for JS developers.
JSConf via YouTube

JSConf

6076 קורסים


34 minutes

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התקדמות בקצב שלך

Conference Talk

שדרוג אופציונלי זמין

סקירה כללית

Explore AI-powered JavaScript apps using TensorFlow.js and APIs. Learn to build innovative applications without extensive math or experience, unlocking new possibilities for JS developers.

סילבוס

  • Introduction to AI in JavaScript
  • Overview of AI and Machine Learning
    The role of JavaScript in AI applications
    Introduction to TensorFlow.js and AI APIs
  • Setting Up the Development Environment
  • Required tools and libraries
    Installing and configuring TensorFlow.js
    Setting up APIs for AI integration
  • Fundamentals of TensorFlow.js
  • Core concepts and architecture
    Creating and manipulating tensors
    Loading pre-trained models
  • Building AI Models with TensorFlow.js
  • Creating and training models from scratch
    Data pre-processing and augmentation
    Evaluating model performance
  • Integrating AI APIs with JavaScript
  • Overview of popular AI APIs (e.g., Google Cloud AI, IBM Watson)
    Using APIs for Computer Vision
    Implementing Natural Language Processing with APIs
  • Hands-on Project: Developing AI-powered Applications
  • Designing AI use cases for JavaScript applications
    Building a simple image classification tool
    Creating a text sentiment analysis app
  • Best Practices for AI in JavaScript
  • Performance optimization in AI apps
    Ethical considerations and data privacy
    User experience design for AI features
  • Future Trends and Opportunities in JavaScript and AI
  • Emerging AI technologies and their impact on JavaScript
    Career opportunities for JavaScript developers in AI fields
    Resources for continuous learning and development
  • Conclusion and Next Steps
  • Reviewing key concepts and applications
    Recommended resources for further exploration
    Pathways to advance skills in JavaScript and AI
  • Assessment and Certification
  • Course project submission guidelines
    Evaluation criteria and feedback submission
    Certification requirements and issuance process

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