Udacity is an educational organization founded by Sebastian Thrun, David Stavens, and Mike Sokolsky offering massive open online courses.
Udacity is an educational organization founded by Sebastian Thrun, David Stavens, and Mike Sokolsky offering massive open online courses.
I took one of the AI courses on Udacity "Introduction to Machine Learning with Pytorch" (https://www.udacity.com/course/intro-to-machine-learning-nanodegree--nd229). The course is about general AI introduction and the core "Pytorch package usages" only takes about 1/3 of the total duration of the course. So for people with skills in AI and python already, you just need to look at the course 3 "Introduction to Neural Networks with PyTorch" for 3 weeks. The rest may not be of your interests. This is the outline of the courses "Introduction to Machine Learning with Pytorch": 1. Introduction to Machine Learning Welcome to Machine learning with Pytorch 2. Supervised Learning In this course, you'll learn about different types of supervised learning and how to use them to solve real-world problems. 3. Introduction to Neural Networks with PyTorch Learn the fundamentals of neural networks with Python and PyTorch, and then use your new skills to create your own image classifier—an application that will first train a deep learning model on a dataset of images and then use the trained model to classify new images. 4. Unsupervised Learning In this course, you'll learn how to apply unsupervised learning to solve real-world problems.
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We are witnessing great success in recent development of generative Artificial Intelligence in many fields, such as AI assistant, Chatbot, AI Writer. Among all the AI native products, AI Search Engine such as Perplexity, Gemini and SearchGPT are most attrative to website owners, bloggers and web content publishers. AI Search Engine is a new tool to provide answers directly to users' questions (queries). In this blog, we will give some brief introduction to basic concepts of AI Search Engine, including Large Language Models (LLM), Retrieval-Augmented Generation(RAG), Citations and Sources. Then we will highlight some majors differences between traditional Search Engine Optimization (SEO) and Generative Engine Optimization(GEO). And then we will cover some latest research and strategies to help website owners or content publishers to better optimize their content in Generative AI Search Engines.
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