The above figure is for the structure of (1)______________ for image classification  Image data is needed to be converted to a 2-dimensional matrix (28 rows x 28 columns = 768 pixels). Then, it is needed to be converted into a vector for 768-pixels.  A fully connected layer means each input node in a layer is connected all output nodes in the next layer. Therefore, this model require high computation resources and time and cannot learn spatial information in the image data.  * note: we call the fully connected layer an affine layer   The above figure is for the structure of (2) _____________________for image classification. Image ref: https://github.com/WegraLee/deep-learning-from-scratch?tab=readme-ov-file

Last night you went with your friends to have dinner at your favorite restaurant to celebrate the end of the semester.  ¿Adónde fuiste? ¿Con quién fuiste? ¿A qué hora fuiste? ¿Qué comiste? ¿Qué te recomendó el camarero?  ¿Qué bebiste?  ¿Qué pediste para el postre? ¿Quién pagó la cuenta? ¿Cuánto fue propina para el camarero?   You are welcome to use the vocabulary words shown in the picture, or/ and add others from the chapter.         

According to the articles presented in class from The Lancet medical journal, the safest level of alcohol consumption for males and females is:

Christelle répond:

Yvonne répond:

Emergency Services, an ambulance company, hopes to hire several new emergency medical technicians (EMTs). Most EMTs hired by Emergency Services are 30 years old or younger. Emergency Services, however, would be pleased to hire EMTs of any age. What strategy is suggested by the Director of Human Resources to help avoid a lawsuit based on discrimination?

South Carolina’s proposed state comprehensive privacy law lacks a private right of action that would allow individuals to sue for violations of their consumer rights under the law. Which of the state comprehensive privacy laws studied in this class adopt a similar approach on this topic?

Penicillin was one of the first antibiotic used and saved the lives of hundreds of millions of people suffering from bacterial diseases. Why is penicillin rarely used today? 

Chatter, a social media tech company based in Silicon Valley in the U.S., receives thousands of law enforcement requests each year for its customers communication data. This electronic data is requested to be used as evidence in criminal prosecutions outside the U.S. Under what circumstances can Chatter release the electronic data?

Finances for Graduates is a start-up financial services company focused on helping recent college graduates with financial needs by providing banking services, mortgage products, and investment planning. As a start-up, Finances for Graduates encourages its customer service representatives to use generative artificial intelligence (genAI) tools available online. According to the internal policies of Finances for Graduates, customers’ personal information is not to be used in interactions with these genAI tools. Finances for Graduates, however, does not train employees on these policies. Over a six-month timeframe, numerous customer service representatives inadvertently input client financial information into these genAI tools, which the genAI tools then store in an unsecured manner. As a result of this data breach, attackers have been able to access sensitive client information. Wanting to comply with legal requirements related to this breach, the management of Finances for Graduates immediately instructs its compliance team to adhere to the requirements of the various state data breach notification laws. What additional concerns are raised by the compliance team regarding the GLBA and the state comprehensive privacy laws?