Renowned AI expert Andrew Ng, founder of DeepLearning.AI, is making headlines once again with his latest contribution to AI literacy. Ng has recently launched six brand-new short courses in partnership with prominent industry players such as Microsoft and Google. The best part? These courses are completely free to access, allowing individuals to expand their AI knowledge without any financial burden.
One of the remarkable courses introduced by Ng is “Large Language Models with Semantic Search.” Created in collaboration with Canadian startup Cohere, this course offers beginners the opportunity to enhance their keyword search skills using Cohere Rerank. By exploring advanced search techniques and incorporating dense retrieval and intelligent reranking, participants will learn how to revolutionize search systems with the power of language models.
Another course, “Finetuning Large Language Models,” led by Sharon Zhou, the co-founder and CEO of Lamini, focuses on the art of customizing language models. Participants will gain insights into when and how to employ finetuning techniques on large language models, enabling them to adapt the models to their specific datasets and achieve superior performance.
Ng has also partnered with Hugging Face to offer the course “Building Generative AI Applications with Gradio.” Instructed by ML Art Engineer Apolinário Passos, this course equips participants with practical skills for developing user-friendly AI applications using Gradio, an open-source Python library. Even individuals without coding expertise can utilize Gradio to create interactive graphical elements and streamline their project implementation.
Additionally, Ng’s courses cover topics such as evaluating and debugging generative AI models using Weights and Biases, understanding and applying text embeddings with Vertex AI, and building AI plugins with Microsoft’s Semantic Kernel. Each course aims to enhance participants’ AI skills in different domains and empower them with the knowledge to tackle real-world challenges.
FAQ:
Q: Are these courses really free?
A: Yes, all of Andrew Ng’s new courses are available for free, although you can choose to purchase a certificate if desired.
Q: What are the prerequisites for these courses?
A: The prerequisites vary for each course, but generally, basic Python proficiency and familiarity with deep learning frameworks such as PyTorch are recommended.
Q: How long does it take to complete each course?
A: The courses are designed to be completed within one to two hours, making them accessible and time-efficient for learners.
Q: Can I access these courses anytime?
A: Yes, these courses are available for immediate access to participants and can be completed at their own pace.
Q: Can these courses be beneficial for beginners?
A: Absolutely! While some courses assume basic Python knowledge, they are designed to be beginner-friendly and provide a solid foundation in various AI topics.