Generative ai - Samenvattingen, Aantekeningen en Examens

2024_S2_ASS 01 1 HMEMS80 SEMESTER 2 2024 ASSIGNMENT 01 DUE DATE: 2 September 2024 Unique No: 755687 INSTRUCTIONS Note that there are two documents for this Assignment. 1) This INSTRUCTION document provides the tasks and the information that you need to correctly complete the assignment. 2) A TEMPLATE FILE (that you must RENAME to indicate your details) on which you will complete your answers. This is the ONLY file you will submit online in PDF format for this assignment. Before you ...

Generative AI AI technology that can create various types of new content based on what it has learned from existing content -the process of learning from existing content is called training and result results in the creation of a statistical model -when given a prompt, Gen AI -text -imagery -audio -synthetic data >a subset of deep learning AI theory and development of computer systems able to perform tasks normally requiring human intelligence -discipline -creation o...

Generative AI artificial intelligence that generates plausible content generative AI usually structured or unstructured data? unstructured data (e.g. images, audio, texts) Brainpower Read More Previous Play Next Rewind 10 seconds Move forward 10 seconds Unmute 0:02 / 0:15 Full screen How does Generative AI learn the pattern? learn the underlying pattern from training data What is generative AI used for? generating similar content or solving downstream tasks...

Which are examples of tasks that Bard code generation can perform? (Select 3) Explain your code to you line by line Debug your lines of source code Translate code from one language to another Which of the following is a potential use of generative AI? A customer service chatbot Most organizations have the capability to train large language models (LLMs) from scratch. False According to Google's AI Principles, bias can enter into the system at only specific points in th...

51 ESSENTIAL AI TERMS EXPLAINED FOR LEADERS: A NON-TECHNICAL GUIDE. EACH TERM DEFINED, EXPLAINED AND WITH A PRACTICAL EXAMPLE TO INCREASE YOUR LEADERSHIP IMPACT (LEADERSHIP IMPACT SERIES) by Marco Ryan CONTENTS INTRODUCTION 1. FROM A TO B Algorithm Artificial Intelligence (AI) Augmented Intelligence Autonomous Vehicles Big Data 2. JUST THE LETTER C Chatbot Cloud Computing Cognitive Computing Conversational AI Convolutional Neural Networks (CNN) 3. FROM D TO E Data Mining Decis...

4 stage process to responsible AI practices: 1. Identify potential harms that are relevant to your planned solution. 2. Measure the presence of these harms in the outputs generated by your solution. 3. Mitigate the harms at multiple layers in your solution to minimize their presence and impact, and ensure transparent communication about potential risks to users. 4. Operate the solution responsibly by defining and following a deployment and operational readiness plan. Stages of I...

What is generative AI Branch of AI which creates new content (in text, images, audio, or other forms of media) What is generative AI good for? Creativity and innovation Learn from data Diverse apllications What is an important subset of Generative AI? GAN: Generative Adversarial Network What does GAN consist of? Twor neural networks: Generator Discriminator Go to models for handling sequential data? RNNs: Recurrent Neural Networks LSTMs: Long Short-Term memory N...

Adaptability Improvise and demonstrate flexibility in order to move forward (being able to deal with problems, pivot and improvise in order to move forward) What does adaptability look like? being able to work with different kinds of people, making the most out of the new situation, Being able to pivot in the face of adversity, Being open-minded, Knowing there is not only one right way Brainpower Read More 0:00 / 0:00 Professional Attributes Demonstrate responsible behavi...

What is a prompt? A prompt is a short piece of text that is given to the large language model as input, and it can be used to control the output of the model in many ways. What is Generative AI? Generative AI is a type of artificial intelligence (AI) that can create new content, such as text, images, audio, and video. It does this by learning from existing data and then using that knowledge to generate new and unique outputs. What are foundation models in Generative AI? A founda...

COM3705 Assignment 1 (COMPLETE ANSWERS) Semester 2 2024 - DUE 30 August 2024 1. Introduction (5) In your introduction explain the overarching topic of the assignment and how it links to the module as a whole. Provide the background of the most recent Israeli-Palestinian (Hamas) (2023 - ) conflict. 2. Discuss the role of international communication in war and armed conflicts. (10) 3. Read Unit 4 and describe what you understand as the inequalities of international information (news) flow pattern...