What Is Sales Analytics and How Does It Benefit My Business?
March 4, 2024
Article
(26 reviews)
Recommended experience
Beginner level
Anyone who wants to get started building AI applications quickly and easily using open source models.
(26 reviews)
Recommended experience
Beginner level
Anyone who wants to get started building AI applications quickly and easily using open source models.
Find and filter open source models on Hugging Face Hub based on task, rankings, and memory requirements.
Write just a few lines of code using the transformers library to perform text, audio, image, and multimodal tasks.
Easily share your AI apps with a user-friendly interface or via API and run them on the cloud using Gradio and Hugging Face Spaces.
Only available on desktop
The availability of models and their weights for anyone to download enables a broader range of developers to innovate and create.
In this course, you’ll select open source models from Hugging Face Hub to perform NLP, audio, image and multimodal tasks using the Hugging Face transformers library. Easily package your code into a user-friendly app that you can run on the cloud using Gradio and Hugging Face Spaces. You will: 1. Use the transformers library to turn a small language model into a chatbot capable of multi-turn conversations to answer follow-up questions. 2. Translate between languages, summarize documents, and measure the similarity between two pieces of text, which can be used for search and retrieval. 3. Convert audio to text with Automatic Speech Recognition (ASR), and convert text to audio using Text to Speech (TTS). 4. Perform zero-shot audio classification, to classify audio without fine-tuning the model. 5. Generate an audio narration describing an image by combining object detection and text-to-speech models. 6. Identify objects or regions in an image by prompting a zero-shot image segmentation model with points to identify the object that you want to select. 7. Implement visual question answering, image search, image captioning and other multimodal tasks. 8. Share your AI app using Gradio and Hugging Face Spaces to run your applications in a user-friendly interface on the cloud or as an API. The course will provide you with the building blocks that you can combine into a pipeline to build your AI-enabled applications!
DeepLearning.AI is an education technology company that develops a global community of AI talent. DeepLearning.AI's expert-led educational experiences provide AI practitioners and non-technical professionals with the necessary tools to go all the way from foundational basics to advanced application, empowering them to build an AI-powered future.
Hands-on, project-based learning
Practice new skills by completing job-related tasks with step-by-step instructions.
No downloads or installation required
Access the tools and resources you need in a cloud environment.
Available only on desktop
This project is designed for laptops or desktop computers with a reliable Internet connection, not mobile devices.
26 reviews
81.48%
11.11%
3.70%
3.70%
0%
Showing 3 of 26
Reviewed on Jul 6, 2024
The Project is well planned and well organized showing all the usage with real time examples
Coursera Instructor Network
Course
DeepLearning.AI
Course
Unlimited access to 10,000+ world-class courses, hands-on projects, and job-ready certificate programs - all included in your subscription
Earn a degree from world-class universities - 100% online
Upskill your employees to excel in the digital economy
In Projects, you'll complete an activity or scenario by following a set of instructions in an interactive hands-on environment. Projects are completed in a real cloud environment and within real instances of various products as opposed to a simulation or demo environment.
By purchasing a Project, you'll get everything you need to complete the Project including temporary access to any product required to complete the Project.
Even though Projects are technically available on mobile devices, we highly recommend that you complete Projects on a laptop or desktop only.
Yes, you can download and keep any of your created files from the Project. To do so, please make sure you save any files and work to your device before exiting the product environment.
Projects are not eligible for refunds. See our full refund policy.
Financial aid is not available for Projects.
In rare instances, Projects may be taken down for maintenance or other reasons. If you are experiencing any issues, please contact us.
Auditing is not available for Projects.
At the top of the page, you can view the experience level recommended for this Project.
Yes, everything you need to complete your Project will be available in your browser.
These cookies are necessary for the website to function and cannot be switched off in our systems. They are usually only set in response to actions made by you which amount to a request for services, such as setting your privacy preferences, logging in or filling in forms. You can set your browser to block or alert you about these cookies, but some parts of the site will not then work.
These cookies may be set through our site by our advertising partners. They may be used by those companies to build a profile of your interests and show you relevant adverts on other sites. They are based on uniquely identifying your browser and internet device. If you do not allow these cookies, you will experience less targeted advertising.
These cookies allow us to count visits and traffic sources so we can measure and improve the performance of our site. They help us to know which pages are the most and least popular and see how visitors move around the site. If you do not allow these cookies we will not know when you have visited our site, and will not be able to monitor its performance.
These cookies enable the website to provide enhanced functionality and personalization. They may be set by us or by third party providers whose services we have added to our pages. If you do not allow these cookies then some or all of these services may not function properly.