Simply describe the image you desire, and the app will generate it for you like magic! Developed exclusively for Apple silicon (M1/M2) - The app is NOT compatible with devices running on Intel chips. Stable Diffusion is a deep learning, text-to-image model used to generate detailed images conditioned on text descriptions. The app is highly optimized and runs on the Apple Neural Engine. It will eventually be supported, but right now, it's worse than 1.5.

Technology is the most powerful thing when it empowers everyone, and PayPal proves it every time as it has been broadening Artificial Intelligence and Machine Learning models across the company. To democratize AI, an end-to-end data exploration, feature engineering, model training, and inferencing platform that is available to all business domains and cross-functional users are critical to PayPal's success. Data science and machine learning have been integral to PayPal's sophisticated fraud detection offerings which have made PayPal the preferred choice of payment processor globally. The mission of "Partnership on AI" brought together a multi-stakeholder community spanning technology developers, researchers, advocates, and organizations representing affected communities to develop a shared understanding of challenges and opportunities that touch a wide range of constituencies–and promising answers and strategies to meet and address those issues. PayPal's machine learning models can help predict in advance if a user's card will be declined for a transaction and prevent the purchase from being completed.

Artificial intelligence is one of the fastest growing fields of computer science today and the demand for excellent AI Engineers is increasing day in and day out. This course will help you stay competitive in the AI job market by teaching you how to create a Deep Learning End-to-End product on your own. Most courses focus on the basics of Deep Learning and teach you about the very basics of different models. In this course, however, you will learn how to write a whole End-to-End pipeline, from data preprocessing across choosing the right hyper-parameters, to showing your users results in a browser. The case that we will tackle in this course is an engine for Image to Image Search.

Creativity involves breaking out of expected patterns in order to look at things in a different way. To come up with awesome and unique AI, ML, or data science ideas, one must be creative and willing to attempt things that have never been done. You should have the desire to birth something that most people will tag as'absurd' or'impossible'. Yes, sometimes some ideas are rather absurd and aren't worth the time, but here are a few ways you can come up with ideas that are worth the try. This is the most common way to come up with an idea.

As an avid learner, building projects should be something that excites you.

Back in high school, when I was being counseled on where to put my energy as I transitioned into college, many adults scoffed at the art degree I wanted. My grades were weighted with APs and I loved school, so my GPA was actually more than a 4.0. Adults argued that I could certainly find something more practical and lucrative with my grades; they treated art as something expendable, a last resort. That's not what art is at all. Now, more than a decade later, I am so glad that I got two degrees in art.