00:01[Music] Hello everyone, and welcome back to another interesting video by Edureka on generative AI examples

00:12So, in this video, we will explore some incredible examples of generative AI that are making waves across various industries, from tools like Chat GPT, which can generate entire conversations, provide coding suggestions, and create informative content or project descriptions, to Jasper AI, used by marketers for SEO optimization and blog writing, the impact is clear

00:36We will also look at Mid Journey, which is pushing boundaries of AI generated art

00:41Together, these tools are transforming creativity and Innovation, so let's dive in and see how they are shaping the creative landscape, but before we begin, please like, share, and subscribe

00:53Remember to hit the bell icon to stay updated on the latest content on the Edureka YouTube channel

00:57Also, check out the Edureka's generative AI certification course, the link to which is given in the description box below

01:07Now, let us go through the agenda, so at first, we will explore the evolution of generative AI, on how it started, and the key advancements that have shaped its development into what it is today

01:17Next, we will understand what generative AI is, and then we will take a look at The use cases of generative AI, from content creation to design and beyond, we will see how it's being applied in real-world scenarios

01:31After that, we will dive into some examples of how generative AI is in action, including ChatGPT by OpenAI, DALL-E by OpenAI, Runway ML, Stable Diffusion, the Runway Generative Engine

01:44Now, let's get started by understanding the evolution of generative AI

01:48In 1932, George Arron invented a machine he reportedly called the "mechanical brain" to translate between languages using a mechanical computer encoded onto punch cards

02:02And then, in 1966, MIT Professor Joseph Weizenbaum created The first chatbot, Elisa, which simulates conversation with a psychotherapist, and in 2011, Apple released Siri, a voice-powered personal assistant that generates responses and takes action in response to voice requests

02:20Also, by the end of 2022, OpenAI developed Chat GPT, which was trained on 40 GB of data and consists of 117 million parameters

02:33GPT paves the way for subsequent language models in content generation, chatbots, and language translation

02:40So, the preparation of generative AI started before 1932 and is still developing at a much faster rate

02:45Now, let us understand what generative AI is

02:52Generative AI, or generative artificial intelligence, refers to the use of AI to create new content, such as text, images, music, and audio videos

03:00It is powered by large AI models that can multitask and perform out-of-the-box tasks, including summarization, question and answers, classification, and more

03:11And the best examples of generative AI are Chat GPT by Open AI and Gemini by Google

03:16Now that we have a clear understanding of what generative AI is and how it works, so let us now explore its real-world impact

03:27Well, generative AI has a wide range of applications across various industries, transforming the way we create and interact with content, so let's take a look at some of the most compiling use cases

03:38The following image shows a flowchart of advancement in healthcare technology, so it starts with General Healthcare, and then moves to Medical image synthesis for better Diagnostics, and next is drug Discovery and development, followed by personalized medicine, which tailors treatments to individual patients for better care and outcomes

03:57And the next image displays a flowchart of developments in finance and trading, so it begins with General finance and trading, followed by algorithmic trading, which automates trades, and then it shows predictive market analysis to forecast trends

04:11And finally, the high-frequency trading algorithms that quickly execute trades to take advantage of small market movements

04:21And the next image shows the growth of AI-powered content creation

04:23It starts with the basic content creation, and then moves to generating art and music, followed by automating content for marketing, and finally, with the development of virtual assistance and chat boards, highlighting how AI is improving content production

04:39And the last image illustrates the progression of AI in natural

04:43language processing, so it starts with basic NLP, and then text generation for content creation, followed by sentiment analysis, and finally the language translation that includes sentiment analysis, showing how AI is becoming more advanced in understanding and interacting with human language

05:03I hope you all got an idea now on how AI is shaping these industries and making tasks easier and more efficient

05:10Now, moving on to the impact of generative AI on industries, so the image provides a breakdown of the impact of generative AI across various industries, categorizing tasks into four key areas, such as higher potential for automation, higher potential for augmentation, lower potential for augmentation and automation, and non-language tasks

05:32So the data shows that the industries like banking, insurance, and software have a higher potential for automation, while the sectors like natural resources, the customer goods have a lower potential

05:44So this analysis provides valuable insights for businesses seeking to leverage AI for efficiency and innovation

05:53Now, let us explore the forefront of generative AI with these powerful tools, from coding assistants like GitHub Copilot to text generators like right, Sonic and Image Creators like Midjourney, these innovative platforms are transforming industries and unlocking new creative possibilities

06:09So join us as we explore the diverse landscape of generative AI and its potential to transform how we work and create

06:17First on the list, we have GPT-4

06:25GPT-4 is a state-of-the-art language model capable of generating human-quality text, translating language, writing different kinds of creative content, and answering your questions in an informative way

06:34Its advanced features include improved factual accuracy, reduced bias, and the ability to handle more

06:41complex problems, so GPT-4 can be used for various applications such as content creation, customer service, language translation, and education

06:52So, as you can see the screen, we are on the chat GPT side, and on the left corner, you can see three icons

06:56So, the first icon shows the history, so suppose you have deleted any prompt, you can go to this and you can check, and the second icon shows a new chat section, so here you can create multiple chats, and the third icon shows the chat GPT update, so you can get different updates related to the model here

07:15Now, the text bar in the middle shows the area where you can write different

07:19prompts and press enter to get the answer or the solution you want

07:23So I have a prompt for you guys, so let's test it on Tab GPT and evaluate its performance

07:27So let me just enter the prompt, and it starts generating

07:36So it says that to create a chatbot using machine learning algorithms, here's a step-by-step guide to get you started

07:43So, as you can see on the screen, Chip has created a complete response based on the prompt we gave it

07:50Next on our list, we have GitHub Copilot

07:53GitHub Copilot is an AI-powered code completion tool that suggests code snippets as you type

07:58It leverages the massive data set of public code

08:03repositories to provide contextually relevant suggestion, so this can significantly boost productivity by reducing the time spent on repetitive task

08:11Copilot is particularly useful for writing code, generating unit tests, and exploring different coding approaches

08:18So, as you can see the screen, we are on the GitHub Copilot site

08:20GitHub Cate generates unit tests for a Python function that passes expenses

08:26It includes test cases for valid input and empty input, and ensures proper date formatting using the unit test framework

08:36Copilot automatically assumes that the necessary imports like date time And unit tests are in place

08:42Moving on to the next generative AI example, that is DALL-E

08:45DALL-E is a text-to-image AI model capable of generating highly realistic and creative images based on your textual description

08:54With its ability to produce images in various styles and resolutions, DALL-E is a versatile tool for artists, designers, and content creators

09:04It can be used to generate concept art, product designs, illustrations, and even entire visual stories

09:11So, as you can see on the screen, we are on the DALL-E site

09:13DALL-E provides different functions related to generation, so the first is from text, and next is from images, and in the prompt section, you write your prompt, then select the number of images you want, and maybe you can also select the image style and the orientation you wish to, which can be square, horizontal, vertical, or panoramic, so you can simply click on the generate, and image will be generated

09:37So now, let us try by giving prompt and then click on generate, so Dall-E uses a powerful deep learning model to process your text prompt and generate an image that matches your description, so it can create images in various styles from realistic to abstract, and can even generate images based on specific artistic movements or artists, the model is constantly being trained on new data, so it can generate increasingly accurate and creative photos over time

09:53And next is Midjourney

10:09Midjourney is a cutting-edge AI platform that transforms your words into stunning visuals, so by simply typing a description, you can watch as Midjourney generates unique and captivating images that bring your ideas to life

10:25So whether you are an artist, designer, or storyteller, Midjourney offers a powerful tool to spark creativity and explore new visual horizons

10:36Now we are on the Midjourney's, and on the left side, the icon shows the different features of Midjourney AI

10:45Imagine you have a vivid idea in your mind, but you are struggling to express it visually, so Midjourney is like a skilled artist who can interpret your thoughts and translate them into stunning images

10:54By simply providing a textual description, you're giving Midjourney a creative prompt

10:59The AI then uses its vast knowledge of art and visual styles to generate images that align with your vision

11:07It's like having a personal artist at your disposal, ready to bring your imaginations to life

11:11The next example of generative AI on our list is Jasper

11:17Jasper AI is an AI writing assistant designed to help users create high-quality content efficiently

11:24It offers a wide range of features, including content creation, rewriting, summarization, and translation, so Jasper AI can be used for various content creation tasks, such as blog posts, social media content, marketing copy, and email campaigns

11:41It's particularly useful for writers who need to produce large volumes of content quickly and efficiently

11:48Now we are on the Jasper site, so as you see in the nav bar, we have different sections like features, resources, Solutions, Enterprises, pricing, etc., and Jasper AI uses a powerful language

12:03model to understand and process your prompts, so when you provide a topic or a specific request, Jasper AI generates relevant content by drawing from its vast database of information and creative writing techniques

12:15It can adapt its style and tone to match your desired output, ensuring that the generated content is engaging and effective

12:24Our next example is Stable Diffusion, so Stable Diffusion is a text-to-image AI model that generates highly detailed and artistic images based on your textual description

12:35With its ability to create images in various styles and resolutions, Stable Diffusion is a popular tool for artists, designers, and content creators

12:44It can be used to generate concept art, product designs, illustrations, and even entire visual stories

12:52Now, we are at the site of Stable Diffusion, so that you can see the different features on the navigation bar, such as prompt database, pricing details, and also the AI tools it includes

13:04So, the Stable Diffusion uses a powerful deep learning module to process your text prompts and generate an image that matches your description

13:12So, it can create images in various styles, from realistic to abstract, and can even generate images based on specific artistic

13:20movements or artists, so the model is constantly being trained on new data, so it can generate increasingly accurate and creative photos over time

13:29Time, and the next example, is Adobe Firefly

13:32Adobe Firefly is a generative AI platform that empowers users to create stunning images, graphics, and text effects with ease, so it offers a wide range of features including text to image generation, image editing, and style transfer

13:48Firefly is designed to streamline the creative process and inspire new ideas, and it's particularly useful for artists, designers, and marketers who need to create high quality

13:59visuals quickly and efficiently

14:01So now we are at the Adobe Firefly site, and if you click on the create and design, so you can find sections like quick actions, create new featured products, and artificial intelligence, etc

14:13So if you click on the products, you will learn about the different products provided by Adobe

14:20Adobe Firefly uses a powerful deep learning model to process your prompts and generate images, graphics, or text effects

14:28It can understand and interpret your textual description, allowing you to create custom visuals that match your specific needs

14:34Firefly also offers advanced

14:36features for editing and manipulating images, such as removing backgrounds, changing colors, and applying artistic styles

14:43By combining these capabilities, Firefly empowers users to create high-quality visuals with minimal efforts

14:50Next on our list, we have Gemini

14:54Gemini is a powerful AI model developed by Google that excels in a wide range of tasks, including natural language understanding, text generation, and language translation

15:04It can process and generate text, code, images, and audio, making it a versatile tool for various applications

15:12Gemini is particularly adept at complex reasoning

15:15problem solving, and creative content generation

15:19It can be used for tasks such as writing essays, translating languages, generating code, and even creating art

15:24Now we are at the Gemini side, and you can see different sections here on the left side, and in the middle, we have a text bar saying, "Enter a prompt here," where you're going to write your question or the prompt you want, and press enter to get your answer

15:39You can also see different icons in the text bar here, so the image icon is for uploading the image, and the voice icon is for speaking, so if the prompt is bigger, you can speak and it will convert your speech to text

15:51So now let us try to upload an image and ask it to explain us, so let us take this and let us just write, "Please explain me about the image." So the Gemini functions by processing and analyzing large amounts of data to understand and respond to prompts and questions

16:18It uses a complex neural network architecture that allows it to learn and adapt to new information

16:25So when you provide a prompt, Gini processes it and generates a response based on its understanding of the language, context, and available information

16:32So it can also perform tasks such as translation, summarization, and creative writing, moving on

16:37To our next example, that is Runway

16:41Runway AI is a powerful platform that provides a suite of AI-powered tools for creatives

16:47It offers features such as image generation, video editing, and style transfer

16:52Runway is designed to streamline the creative process and inspire new ideas, and it's particularly useful for artists, designers, and filmmakers who need to create high-quality visuals quickly and efficiently

17:07Now, we are on the site of Runway AI, and as you can see on the left side, the runway provides many options, and in the library, you can see here, it provides workspace assets, favorite assets, custom

17:19elements and many more, and in the tool section, we have generative videos, generative audio, text to image, and etc

17:29Runway AI functions by leveraging advanced machine learning algorithms to process and manipulate visual data

17:33Its tools can generate images from text description, edit and enhance existing videos, and apply various artistic styles to images and videos, and the platform offers a user-friendly interface that allows creatives to experiment with different techniques and create unique visual content

17:52With ease, now let us get started and enter some prompt, as you can see my screen

17:59Over here, you can simply drop an image or video, so let us try to drop any video

18:11So over here, it gives an option to edit, and also you have two options, maybe you can keep it in the landscape, or maybe the portrait

18:20Over here, you can simply crop your video, so it's processing now

18:26Let's try to give an image, so here you can also crop the image if you want

18:37So if you simply click on portrait, it will change to portrait form, and you can adjust it wherever you want, however you want, and then click on crop image

18:51So there we go

18:53Moving on to our last example of generative AI, that is Writesonic

18:56Writesonic AI is a powerful AI writing

19:02assistant designed to help users create high quality content efficiently, and it offers a wide range of features including content generation, rewriting, summarization, and language translation, right? Writesonic can be used for various content creation tasks such as blog posts, social media content, marketing copy, and email campaigns

19:21It's particularly useful for writers who need to produce a large volume of content quickly and efficiently

19:27Now we are at the site of Writesonic, and you can see we have different features provided by Writesonic, such as creating content for advertising, general writing, video, e-commerce, social media, blog, emails, and many more, and in the text box, you write your prompt and just press create, then it will redirect you to the next page, then select different parameters on which you want to create and press generate

19:53So, we will select the options as, as a tech professionals, click next, and it's focusing on education, so click next, and here we can go with anything, and then click on generate

20:18Writesonic functions by using a powerful language model to understand and process your prompts, so when you provide a topic or a specific request, Writesonic generates relevant content by drawing from its vast database of information and creative writing techniques, it can adapt its style and tone to match your desired output, ensuring that the generated content is engaging and effective

20:39Whether you are an artist, a writer, a developer, or just curious about the future of AI, the tools we have discussed offer endless opportunities to innovate and create

20:49So whether you're looking to bring your ideas to life or just explore the cutting edge of AI technology, these generative AI tools are a great place to start

20:59So if you enjoyed listening to this video, please be kind enough to like it, and you can comment

21:03on any of your doubts and queries, we will reply to them at the earliest

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