JavaScript for AI Applications Course

JavaScript for AI Applications is an intensive one-week course that teaches developers how to use JavaScript to construct AI-powered applications. The Oxford Training Centre offers this course, which focuses on integrating machine learning and artificial intelligence into JavaScript development. Whether you’re a beginner or an established developer, you’ll learn about a number of JavaScript tools, libraries, and frameworks created expressly for AI development. This course will provide you with hands-on experience constructing AI applications with JavaScript, such as machine learning, deep learning, and AI model construction. By the end of the course, you will be able to integrate AI algorithms into JavaScript projects and create advanced AI applications.

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Objectives and target group

Objectives

The JavaScript for AI Applications course is designed with the following objectives in mind:

  • Learn AI with JavaScript: Gain practical experience in using JavaScript for AI development, including the fundamentals of AI algorithms, machine learning models, and deep learning techniques.
  • Master AI Tools and Libraries: Learn to utilize JavaScript frameworks, libraries, and tools like TensorFlow.js, Brain.js, and Synaptic for AI programming and machine learning tasks.
  • Create AI Models: Learn how to build and train machine learning models using JavaScript and implement them in real-world applications.
  • Develop AI Applications: Understand the process of developing AI applications such as chatbots, recommendation systems, and predictive analytics tools using JavaScript.

Target Group

This course is perfect for a variety of learners, including:

  • Web Developers: Developers with basic knowledge of JavaScript who want to expand their skills to include AI programming and machine learning applications.
  • AI Enthusiasts and Beginners: Those new to AI programming who wish to understand how JavaScript can be used to develop AI applications.
  • Software Engineers: Professionals who want to enhance their knowledge of JavaScript frameworks and libraries for AI integration and development.
  • Data Scientists: Data scientists looking to dive deeper into the use of JavaScript for machine learning and AI-based data analysis.

Course Content

  • Introduction to AI and Machine Learning with JavaScript: Learn the basics of machine learning and AI and how JavaScript can be used for AI programming. Understand the fundamentals of AI models, algorithms, and data structures.
  • JavaScript Libraries for AI Development: Introduction to key JavaScript libraries for AI, such as TensorFlow.js, Brain.js, and Synaptic. Learn how to use these libraries to create machine learning models and neural networks in JavaScript.
  • Building Machine Learning Models in JavaScript: Learn how to develop machine learning models using JavaScript. Understand supervised and unsupervised learning, as well as the key steps involved in training and testing AI models.
  • Deep Learning with JavaScript: Explore the principles of deep learning and how they can be applied using JavaScript. Learn how to build and train neural networks for complex tasks like image recognition and natural language processing.
  • AI Chatbots and Intelligent Systems: Learn how to create AI chatbots with JavaScript. Understand how to use natural language processing (NLP) and machine learning to develop conversational agents that can interact with users.
  • Integrating AI into JavaScript Applications: Discover how to integrate AI models into existing JavaScript applications. Learn how to use JavaScript for developing AI-powered websites and mobile applications, enhancing user experiences with AI tools and techniques.
  • Practical AI Projects: Put your learning into practice by developing AI-based projects using JavaScript. Build a predictive analytics tool, an AI chatbot, or a recommendation system to gain hands-on experience in AI development.

 

Course Dates

January 13, 2025
February 17, 2025
March 24, 2025
April 7, 2025

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