Last updated 9/2023
Created by Shadi Ghaith
MP4 | Video: h264, 1280×720 | Audio: AAC, 44.1 KHz, 2 Ch
Genre: eLearning | Language: English + srt | Duration: 19 Lectures ( 2h 58m ) | Size: 1.33 GB
Master 17 Unique AI Tasks with Hugging Face’s Transformers.js and JavaScript
What you’ll learn
Understand the significance and capabilities of Hugging Face’s Transformers JS library in the JavaScript ecosystem.
Acquire the skills to execute 17 unique AI tasks in Natural Language Processing, Computer Vision, and Audio using JavaScript on the frontend.
Seamlessly integrate advanced AI models with JavaScript into web frontends for immediate interactions or in backend scenarios where required.
Gain proficiency in the core features of the Transformers JS library, understanding their application in both frontend and backend web development contexts.
Requirements
Basic knowledge of HTML and CSS.
Familiarity with JavaScript.
Basic understanding of front-end development.
Description
Overview: Dive into the transformative world of AI in web development! With this course, not only will you grasp the essence of the Hugging Face’s Transformers.js library within the JavaScript ecosystem, but you’ll also master the art of embedding 17 distinct AI tasks straight into your web projects.Key Takeaways:Delve deep into the significance and capabilities of Hugging Face’s Transformers.js in the realm of JavaScript.Equip yourself with the prowess to execute 17 unique AI tasks, spanning across Natural Language Processing, Computer Vision, and Audio, all using Vanilla JavaScript.Integrate state-of-the-art AI models seamlessly into both frontend for instantaneous responses and backend where intricate server-side logic is a must.Harness the core functionalities of the Transformers.js library and understand their invaluable role in the vast web development landscape.Prerequisites:Basic knowledge of HTML and CSS.Familiarity with JavaScript.Some understanding of front-end development.Who Should Enroll?Web Developers: Elevate your web projects by intertwining them with AI capabilities. This is especially crafted for JavaScript enthusiasts aiming to blend conventional web design with modern AI features.AI Admirers: Been fascinated by AI? Now’s your chance to infuse it into web platforms. This course is your bridge, making AI not just fascinating, but also applicable using JavaScript.Frontend Architects: Those at the helm of designing web applications will cherish the insights into integrating AI seamlessly, ensuring users are treated to an immersive experience.Backend Developers: While the core is frontend-oriented, backend scenarios aren’t left behind. Grasp how JavaScript can be used to enhance server-side functionalities with AI.Course Breakdown:Section 1: Getting StartedExploring Hugging Face Transformers.js (Covering NLP, Computer Vision, Audio).The Blueprint: A Glimpse into the User Interface.Section 2: Transformers.js Fundamentals – Natural Language ProcessingFrom sentiment analysis to intricate translations, explore how text and language can be understood and manipulated.Section 3: Transformers.js Fundamentals – Computer VisionDive into image classifications, object detections, and more to understand how AI perceives visuals.Section 4: Transformers.js Fundamentals – AudioDelve into speech recognition and audio classifications, understanding how AI listens and processes sounds.Join us as we tread this enlightening path, understanding not just the theory, but the practicality of integrating AI with web development through JavaScript. Whether you’re a novice or an expert, by the end of this journey, you’ll be equipped with an arsenal of skills, ready to revolutionize your web projects!
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