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How To Start Your Own AI Automation Agency (Mini-Course)



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okay so you want to start an AI agency but you have no idea what you can actually offer well in this video we're going to be going over exactly what you can offer and how you can offer it as well as giving you some examples of potential workflows that you could start offering clients from today now if you've watched any of my other videos you would know that I have an AI agency where we're currently generating over fifty thousand dollars every single month and I want to help you guys do the same so let's get started with this video it's going to be a walkthrough presentation Style video so make sure you stick through right until the end because there is some serious serious value that you wouldn't have seen anywhere else on YouTube I can guarantee you that so let's jump into it so first question is what services can you offer your clients this is something that I get asked every single day by so many of you so I really wanted to put this video together because I know this is clearly what you need help with so we break it up into four different things we have ai Integrations which includes custom tools and chat Bots we also have lead gen and capture so coming up with smart ways to to capture leads for clients whether that's integrating the chatbot onto their landing page or finding out cool ways to offer value to their clients in exchange for an email or lead data we then have lead automations so once that lead has come through what happens to that lead are they added into automatic workflows do they get sent to a different piece of software like an email marketing software you can offer all of this and lastly we have workflow automations which kind of ties all of this in together but workflow automations are something that you can offer on the back end and like I said this is something that I'm going to be going over later showing you some real world examples exactly how we do it at our agency so with any client that you're going to be working with they have one thing on their mind and that is bringing in new clients but specifically service based businesses B2B businesses this is where you're going to find the lowest barrier to entry when you're actually coming into these businesses and starting to offer what we're going to talk about today so they have their traffic which then gets pushed through to high-end sales funnels that maybe you build and you manage that is then fed through some sort of smart AI lead gen whether that's a chat bot or some sort of smart setup with a tool that is giving them value in exchange for an email or lead capture then that goes into their AI lead and data automations which we will be setting up so this is exactly what we do at our agency we help them bring in new traffic to sales funnels that we build and that we create inside of those sales funnels are smart AI tools and different chat Bots that then collect data from the user and we then feed that into their CRM and automate the entire back-end process with smart workflows and different AI tools that make these little steps much much easier so that they don't have to plug members of Staff into it and spend loads of money managing it on a day-to-day basis so let's jump into zapier now you would have all heard of Napier I've been talking about it a lot I've seen other YouTubers talk about it a lot but I want to specifically show you what zapier can be used for and why this is going to be your number one go-to beginner friendly AI tool zapier helps with of a lot of different things let's go over a couple of examples today so workflow automations think of a zapier like a bot that can do certain tasks automatically whenever something happens in your apps so essentially zapier plugs in and it uses web Hooks and also Integrations with already built apps what it then does is say for example I put an email on a spreadsheet zapier will look at that data that's hit that spreadsheet and automatically complete an action that we set maybe that action is we want to send them an email as soon as they land in that spreadsheet or we want to send them a link to a drive download there are so many different Integrations there are literally thousands of apps this plugs into but this is why zapier is our Perfect go-to Tool because it covers so many different apps and a lot of these companies are all using different crms and different ways of running their business so we're not trying to reinvent the wheel entirely we're just trying to bring in a tool that can help facilitate pretty much everything that they have going on and it allows their different platforms that they're using to speak to one another we have Integrations of AI tools so zapier like I I said can actually connect to AI tools with other apps to do tasks automatically for you too so there is a Chachi BT integration so we've done it with clients where we set them up with a page we take a ton of data on that page we then use zapier to Port that information over to chat gbt chat gbt then answers based on whatever queries or Search terms were put onto that initial lead form it then sends that data back to zapier and then zapier then sends that information via email to the customer so right there you've already built a custom AI chat bot powered by chatgpt simply by using zapier as the middleman facilitating all of that data so instruction based actions these AI programs in this API can follow instructions to work with information from apps that you provide so kind of like I just said sits in the middle handles everything and can work with a ton of different apps response handling zapier make sure the answers or results from the AR programs are kept safe and use properly management of Zap so one good thing I love about zapier it kind of has this foolproof system where it can't break so if for whatever reason your zap doesn't run and by the way zaps are tasks if your zapier cuts out Midway and you know something hasn't worked and a link in the chain has broken Xavier will actually save all of that data and pause the zap it will hold it back for whenever the chain is fixed you can go back in and you can click rerun tasks and zapier Will Carry On from where it left off and there won't be any discrepancies of information or data provided there wasn't obviously any huge mistakes that happened now ai tool authentication and memories API keys to access these AI programs and remember things for future tasks so it actually does have memory it connects to chat GPT like I said so if someone inputs their email and zapier sends a task to chat gbt well that email is now going to have data and memory attached to it so that if someone does it again with the same email they would already know that they would have filled in this data and they would already know the answers that they've already received if that makes sense I hope it does so next step we have chat Bots now I've spoken about this extensively in another video and I see chat Bots as the best way to open up a door of conversation to a potential client if you reach out to people right now and say hey we've built you a chat bot or hey we have this chatbot example for you to use that just shows your value up front and that is going to those doors open and that is your biggest opportunity a lot of times with smma it was all about getting people on a call and trying to sign them up first before you could show any value whereas with AI we have the ability to create these chat Bots very very easily and we can get them live very quickly so we can get them in front of people we can pre-build them for people and we can just open up those conversations what can we use chatbots for number one customer service handling common customer inquiries 24 7 provide instant responses and free and up times so ensuring that members of Staff don't have to sit there Manning the phone or Manning emails responding to mundane and outright silly questions that potential clients may be sending in this saves them time this saves them money sales assistance guiding customers through their buying process providing product recommendations based on user inputs and past buying Behavior you could plug into an e-commerce store and use the link of that website to basically train that chat bot so if someone came to your website and said hey I want to buy something with these Dimensions or this color and this size what do you have that chatbot is then going to scrape the data from that website and start recommending products based on that input so this alone is super powerful and super valuable for e-commerce brand owners and something that I'm gonna see a lot of you working on I'm very very sure so lead generation engaging website visitors gather contact information and qualify leads based on preset criteria so kind of doing like scorecards where you take data you take information that feeds into zapier it goes through a qualification and then the lead gets sent to a CRM whether they're managed and pushed through workflows just like we spoke about personalized marketing deliver personalized content and offers based on user interactions and data helping to improve conversion rates so very similar to all of these really and then feedback collection conduct customer satisfaction surveys and gather feedback providing valuable insights for business Improvement now there are businesses to start just from these ideas alone but we have another page so we also have cost reduction automating repetitive tasks chat Bots can help reduce operational costs there data analysis analyze customer data to identify Trends preferences and areas for improvement so maybe that's an internal chatbot maybe that sits inside of the company and is fed data and just helps staff members or sales teams make educated decisions based on previous experience and previous data booking and scheduling handling appointments bookings and schedule changes providing convenience for both the business and the customers so maybe on restaurant websites or maybe this is for your local Salon they can now start taking bookings instead of picking up a phone you plug in a smart AI calendar you plug in a chatbot they handle all the bookings they make sure it makes sense there's no double bookings and this chatbot does all the heavy lifting for you next up we have employee onboarding and training now I spoke about this in another video as well but having a chat bot that would sit alongside your staff members that has been pre-trained on all the educational content or documentation that new staff members are given why do they need to be sat with someone being trained one-on-one why can't they just have access to a chat bot who can run them through next steps help them with any questions you know it acts as like an internal FAQ for that new member of staff so again these are just ideas but you can see it really is endless here all you need to do is use a little bit of your brain and you can start to come up with many many more ideas you can literally go and ask chat GPT for more ideas too that's uh also the smart play that is literally just scratching the surface of what you could potentially be offering your potential clients so there are also AI tools away from processes automations with chat Bots and you know landing pages and CRM management we have ai tools we have the likes of Synthesia that can create high quality videos without the need for cameras or actors companies can use it to produce sales videos product demos fireflies it automatically records transfer drives and takes minutes for meetings it's going to help save them time on manual note taking this one alone has blown away so many people that I've been on a call with they're like whoa what is that and I'm like fireflies Ai and they're like what's it do I'm like it takes you a minute so you don't have to do it anymore and they're like the that's crazy I'm like yeah it's pretty simple to set up as well so it just shows that these companies have no idea this exists so all of these ideas you could uh become Super Hyper specific about and offer to individual niches at an individual level maybe you don't want to go full on lead management and lead generation you just want to go into helping businesses take minutes in their meetings with help of fireflies.ai so I don't need to go through all of these others but you can pause the video and take a look but this is where it gets exciting I want to run through the AI workflows that you can produce with zapier now like I said we use APL with every single client that we have and we also use zapier all over our business because it is just amazing once you start using it you start to realize the potential sure and you realize that you can pretty much automate everything in your life and it gets incredibly dangerous but let's jump into it so we can see here an example is very very simple I'm going to lay this out so that we see individual apps that we're going to be using as well as where the lead comes in where the automations happen and what apps we are using in what place so this is just like I said an example you can make it as complex as you like or as simple as you like but I just want to run through a couple of ideas for you so you have your lead that comes into your page with a chat bot or maybe it just goes directly to a chatbot your chatbot then collects the data it sends it to chat GPT which is all being interlinked with zapier chat GPT then goes back to zapier feeds in the information that zapier is then going to send into your CRM and then that CRM is going to be set up with automatic workflows that then start moving that lead through the sales process so from Step A to Z zapier has been there every step of the way connecting all of these apps together and ensuring that all of the data from that first initial lead contact went from chatbot is moved directly into the CRM and handled perfectly with new workflows here's a little bit more of a complex idea but again super simple to set up this shouldn't be intimidating to you guys it's very very easy once you get started but we have our leads it gets sent to zapier we have options here maybe zapier wants to send those leads to an automatic email from Gmail then it wants to send them a Google Drive Link inside of that email for them to download a guide or download a brochure that they've requested on that initial lead form or perhaps zapier wants to send them directly to the CRM where we have automatic workflows set up automating all of the sales processes booking in calls with these new leads and then sending them to a payment page so all of these steps are manageable with the help of zapier to help with that first initial integration and then a lot of crms have these workflow options that we can build in and we can optimize ongoing so we then have an option to maybe send the new lead into our email marketing software whether that's MailChimp or clavio and inside amalgium we can set up automations there so we can set up Auto email flows so every two three days we send out new emails to these leads that are coming in from zapier now some of you maybe sat there thinking well there isn't too much AI stuff going on here and to be honest like I've said before AI isn't actually that new it's been around for several years now and a lot of these apps have been around for several years as well but now we're starting to see more and more Integrations with different tools and different apps it's just starting to blow up so a lot of these businesses don't understand zapr they don't even know it exists so if you can just get in become an expert as APR and start to understand how you can automate all of these workflows and just take off the pressure from your client you're going to be in the best situation possible you essentially want to manage that entire process you don't just want to collect data you want to then be able to plug in and offer your clients another layer of service where you handle everything for them and you make the whole process super super simple so like I said sales funnels and lead capture maybe you're building the funnels for them you're creating content with AI you're generating leads with Innovative AI based chat Bots that are collecting the emails and pre-qualifying the leads too you can then collect the data and like I said it's all then managed by using zapier so that is going to be your best friend moving forward how are you going to do that you're going to use funnel Builders like click funnels or maybe just drag and drop websites like Wix or Squarespace really is quite simple to set up landing pages these days and then you're going to use these funnels combined with APR or other Advanced chat Bots like bot press or like I've spoken about in a previous video that custom GPT and zapier is then going to send all that data and information collected into your CRM now I'm going to be posting way more advanced videos coming up over the next couple of weeks so make sure you subscribe to this channel if you're not already but then of course you have lead management which is sales processes automating workflows AI tools and Integrations increasing efficiency and effectiveness of these campaigns so very very simple there but that is just another layer that you can start to offer if you want to Deep dive into the back end of these businesses and really help them with every step of their process there are tools for that and that is something that you can offer other opportunities that you have if you don't want to go onto the back end you don't want to be working in crms and you're not confident in that there are so many AI tools that are out there that open up a full world of service-based businesses that you could be offering so automate content creation and post-in create content using AI editors and content writers this is perfect for YouTubers and course creators you know imagine being able to go to them and say hey we can automate this entire process so you don't have to be manually sitting on Tick Tock or Instagram and we can take the content that you put on YouTube and but way up into a blog post for example there are AI tools out there for that even chat gpt4 with the new plugins can literally scrape data from YouTube videos and you can get text from those YouTube videos as well which makes this process super simple so again this is perfect for brands that are generating leads and have a long sales process service based companies or high ticket preferably so we work with a lot of brands that you know they bring in their lead and that is just 20 of the work they then need to nurture that lead and push them through different steps of that sales process to upsell them into their service you know book them onto a call show them a demo get some brochures sent out to them and AI is helping with all of that we're taking away a large chunk of that initial manual labor using tools like zapier and setting up workflows inside of these crms and we have an AI web design service that builds wireframes and website plans for clients so this would be perfect for designers and design agencies essentially mine the typos my bad so you can see it's more than just chat Bots it's more than just you know teaching people how to use chat GPT and plugging in a chatbot to their website we're talking about automating tasks that can be automated we're increasing efficiency and reducing costs we're bringing businesses into future Tech and we are the ones facilitating that transition for them you are going to become experts you are going to be the AI Gods you're going to step into these businesses with all of these tools at your disposal all of this knowledge that you have and you're going to be able to automate save them time and save them money those are your key USBS your unique selling points but this is not easy you need to work you need to understand this I know in the online business space it is always screamed about how easy it is to make money let me tell you now it is not I've been doing it for seven years online full-time and not once have I sat there and been like man this is easy it's a grind and if you're watching this video and you've got through this like 20 minute video so far I'm proud of you because you obviously know what it takes you need to learn you need to educate yourself and you need to constant only be better I know some of you in the comments are going to be thinking great this is all great information but how am I going to get leads how can I actually sign people up where do I actually go to find these clients well luckily your boy is coming in with that too so these are all methods that we use at our agencies so you know they are working this is exactly how we find leads we have tons of different Outreach methods we have email Outreach so reaching out to huge volumes of clients via email every day Niche down and Target there are different email platforms like Apollo where you can scrape leads from different business niches and you can start sending out emails automatically again I'm going to Deep dive this entire sales process and Outreach method in a later video but for now this is just going to give you an overview you have a LinkedIn Outreach so reaching out and connecting with people that are decision makers within your Niche every day start new conversations that is the key do not go out trying to sell your goal is to start a conversation and get someone to respond to you once you've done that that's the heavy part done you now just need to offer them value and provide that value so in gram Outreach message decision makers in your Niche start a conversation again organic content maybe you want to create content around your service and start building a brand you know Tick Tock YouTube Instagram short form or long form it doesn't matter this is one of the best ways to bring in new traffic and get new business creating content just like I'm doing now providing value up front this helps me talk to potential clients they see these videos and they see that I'm an expert in the space and that is what they want so your network is the last thing that you need to focus on build a network become the AI guy or girl tell everyone what you're doing and just start providing value to people with free chat Bots this is super super low barrier to entry anyone can do it it just takes effort so back to that slide you need to work to wrap things up like I've said you need to become an expert you need to be able to focus and really really learn as much as you can as quickly as you can this Niche is going to become saturated relatively quickly as soon as as we start getting more people talking about this on YouTube You're Going to Miss the boat so you need to become a beast and a machine right now you need to move quick not only that you need higher volume you need to be putting in the Reps every single day at very high rate that is across your Outreach that is across your delivery you need to be grinding you need to get higher volume in and that is the way that you're going to be able to scale and maintain a healthy business now lastly this is the most important thing that I can ever teach you guys don't sell just give value find problems provide solutions that is all business is whenever I get new email inquiries coming into myself or new DMS coming into me everyone is trying to sell me straight away they don't understand the problems that I have they don't care to even know they think they're just copy and pasting a message saying hey I'd love to edit your short form videos for you is going to work let me tell you it doesn't there is no value provided up front the only person who catches my attention are people that actively go and do the work first they then send me the email and say hey I've done this for you you can use it or you can't completely up to you if you want to chat for it let's jump on a call that is valuable you've given me value up front remember it this is key please please please do it but guys that is it for me today if you want to join my free telegram links are down below you can also join our free agency Discord the network also links down below I would love to see you over there if you have any questions for me reach out love to hear from you and would love to help you guys you're all Legends you're gonna kill this I'm super super excited for you just put in the work bye-bye 

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Custom AI Chatbot that stores and sends Emails [AAA Tutorial] [Botpress + Zapier]

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שלום וברוכים הבאים לאתר החדש שלנו המשתף אתכם בפלטפורמות האינטרנט והכלים החזקים ביותר הקיימים היום ברשת.  

גלה את האוסף האולטימטיבי של כלי AI.IoT 5 כוכבים לצמיחת העסק שלך ב-2022/3. שפר את היעילות והפרודוקטיביות שלך בחינם או שדרג ל-Pro לקבלת הטבות נוספות.

שחרר את הכוח של בינה מלאכותית עם מבחר הפלטפורמות והכלים המובחרים שלנו. קח את העסק שלך לגבהים חדשים ב-2022/3 עם הפתרונות האלה שמשנים את המשחק.

הרם את העסק שלך עם כלי ה-AI.io הטובים ביותר הזמינים באינטרנט. קבל את היתרון התחרותי שאתה צריך להצלחה ב-2022/3, בין אם תבחר באפשרויות חינמיות ובין אם אתה פותח תכונות מתקדמות עם חשבון Pro.

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A Guide for AI-Enhancing YOUR Existing Business Application


A guide to improving your existing business application of artificial intelligence

מדריך לשיפור היישום העסקי הקיים שלך בינה מלאכותית

What is Artificial Intelligence and how does it work? What are the 3 types of AI?

What is Artificial Intelligence and how does it work? What are the 3 types of AI? The 3 types of AI are: General AI: AI that can perform all of the intellectual tasks a human can. Currently, no form of AI can think abstractly or develop creative ideas in the same ways as humans.  Narrow AI: Narrow AI commonly includes visual recognition and natural language processing (NLP) technologies. It is a powerful tool for completing routine jobs based on common knowledge, such as playing music on demand via a voice-enabled device.  Broad AI: Broad AI typically relies on exclusive data sets associated with the business in question. It is generally considered the most useful AI category for a business. Business leaders will integrate a broad AI solution with a specific business process where enterprise-specific knowledge is required.  How can artificial intelligence be used in business? AI is providing new ways for humans to engage with machines, transitioning personnel from pure digital experiences to human-like natural interactions. This is called cognitive engagement.  AI is augmenting and improving how humans absorb and process information, often in real-time. This is called cognitive insights and knowledge management. Beyond process automation, AI is facilitating knowledge-intensive business decisions, mimicking complex human intelligence. This is called cognitive automation.  What are the different artificial intelligence technologies in business? Machine learning, deep learning, robotics, computer vision, cognitive computing, artificial general intelligence, natural language processing, and knowledge reasoning are some of the most common business applications of AI.  What is the difference between artificial intelligence and machine learning and deep learning? Artificial intelligence (AI) applies advanced analysis and logic-based techniques, including machine learning, to interpret events, support and automate decisions, and take actions.  Machine learning is an application of artificial intelligence (AI) that provides systems the ability to automatically learn and improve from experience without being explicitly programmed.  Deep learning is a subset of machine learning in artificial intelligence (AI) that has networks capable of learning unsupervised from data that is unstructured or unlabeled.  What are the current and future capabilities of artificial intelligence? Current capabilities of AI include examples such as personal assistants (Siri, Alexa, Google Home), smart cars (Tesla), behavioral adaptation to improve the emotional intelligence of customer support representatives, using machine learning and predictive algorithms to improve the customer’s experience, transactional AI like that of Amazon, personalized content recommendations (Netflix), voice control, and learning thermostats.  Future capabilities of AI might probably include fully autonomous cars, precision farming, future air traffic controllers, future classrooms with ambient informatics, urban systems, smart cities and so on.  To know more about the scope of artificial intelligence in your business, please connect with our expert.

מהי בינה מלאכותית וכיצד היא פועלת? מהם 3 סוגי הבינה המלאכותית?

מהי בינה מלאכותית וכיצד היא פועלת? מהם 3 סוגי הבינה המלאכותית? שלושת סוגי הבינה המלאכותית הם: בינה מלאכותית כללית: בינה מלאכותית שיכולה לבצע את כל המשימות האינטלקטואליות שאדם יכול. נכון לעכשיו, שום צורה של AI לא יכולה לחשוב בצורה מופשטת או לפתח רעיונות יצירתיים באותן דרכים כמו בני אדם. בינה מלאכותית צרה: בינה מלאכותית צרה כוללת בדרך כלל טכנולוגיות זיהוי חזותי ועיבוד שפה טבעית (NLP). זהו כלי רב עוצמה להשלמת עבודות שגרתיות המבוססות על ידע נפוץ, כגון השמעת מוזיקה לפי דרישה באמצעות מכשיר התומך בקול. בינה מלאכותית רחבה: בינה מלאכותית רחבה מסתמכת בדרך כלל על מערכי נתונים בלעדיים הקשורים לעסק המדובר. זה נחשב בדרך כלל לקטגוריית הבינה המלאכותית השימושית ביותר עבור עסק. מנהיגים עסקיים ישלבו פתרון AI רחב עם תהליך עסקי ספציפי שבו נדרש ידע ספציפי לארגון. כיצד ניתן להשתמש בבינה מלאכותית בעסק? AI מספקת דרכים חדשות לבני אדם לעסוק במכונות, ומעבירה את הצוות מחוויות דיגיטליות טהורות לאינטראקציות טבעיות דמויות אדם. זה נקרא מעורבות קוגניטיבית. בינה מלאכותית מגדילה ומשפרת את האופן שבו בני אדם קולטים ומעבדים מידע, לעתים קרובות בזמן אמת. זה נקרא תובנות קוגניטיביות וניהול ידע. מעבר לאוטומציה של תהליכים, AI מאפשר החלטות עסקיות עתירות ידע, תוך חיקוי אינטליגנציה אנושית מורכבת. זה נקרא אוטומציה קוגניטיבית. מהן טכנולוגיות הבינה המלאכותית השונות בעסק? למידת מכונה, למידה עמוקה, רובוטיקה, ראייה ממוחשבת, מחשוב קוגניטיבי, בינה כללית מלאכותית, עיבוד שפה טבעית וחשיבת ידע הם חלק מהיישומים העסקיים הנפוצים ביותר של AI. מה ההבדל בין בינה מלאכותית ולמידת מכונה ולמידה עמוקה? בינה מלאכותית (AI) מיישמת ניתוח מתקדמות וטכניקות מבוססות לוגיקה, כולל למידת מכונה, כדי לפרש אירועים, לתמוך ולהפוך החלטות לאוטומטיות ולנקוט פעולות. למידת מכונה היא יישום של בינה מלאכותית (AI) המספק למערכות את היכולת ללמוד ולהשתפר מניסיון באופן אוטומטי מבלי להיות מתוכנתים במפורש. למידה עמוקה היא תת-קבוצה של למידת מכונה בבינה מלאכותית (AI) שיש לה רשתות המסוגלות ללמוד ללא פיקוח מנתונים שאינם מובנים או ללא תווית. מהן היכולות הנוכחיות והעתידיות של בינה מלאכותית? היכולות הנוכחיות של AI כוללות דוגמאות כמו עוזרים אישיים (Siri, Alexa, Google Home), מכוניות חכמות (Tesla), התאמה התנהגותית לשיפור האינטליגנציה הרגשית של נציגי תמיכת לקוחות, שימוש בלמידת מכונה ואלגוריתמים חזויים כדי לשפר את חווית הלקוח, עסקאות בינה מלאכותית כמו זו של אמזון, המלצות תוכן מותאמות אישית (Netflix), שליטה קולית ותרמוסטטים ללמידה. יכולות עתידיות של AI עשויות לכלול כנראה מכוניות אוטונומיות מלאות, חקלאות מדויקת, בקרי תעבורה אוויריים עתידיים, כיתות עתידיות עם אינפורמטיקה סביבתית, מערכות עירוניות, ערים חכמות וכן הלאה. כדי לדעת יותר על היקף הבינה המלאכותית בעסק שלך, אנא צור קשר עם המומחה שלנו.

Glossary of Terms


Application Programming Interface(API):

An API, or application programming interface, is a set of rules and protocols that allows different software programs to communicate and exchange information with each other. It acts as a kind of intermediary, enabling different programs to interact and work together, even if they are not built using the same programming languages or technologies. API's provide a way for different software programs to talk to each other and share data, helping to create a more interconnected and seamless user experience.

Artificial Intelligence(AI):

the intelligence displayed by machines in performing tasks that typically require human intelligence, such as learning, problem-solving, decision-making, and language understanding. AI is achieved by developing algorithms and systems that can process, analyze, and understand large amounts of data and make decisions based on that data.

Compute Unified Device Architecture(CUDA):

CUDA is a way that computers can work on really hard and big problems by breaking them down into smaller pieces and solving them all at the same time. It helps the computer work faster and better by using special parts inside it called GPUs. It's like when you have lots of friends help you do a puzzle - it goes much faster than if you try to do it all by yourself.

The term "CUDA" is a trademark of NVIDIA Corporation, which developed and popularized the technology.

Data Processing:

The process of preparing raw data for use in a machine learning model, including tasks such as cleaning, transforming, and normalizing the data.

Deep Learning(DL):

A subfield of machine learning that uses deep neural networks with many layers to learn complex patterns from data.

Feature Engineering:

The process of selecting and creating new features from the raw data that can be used to improve the performance of a machine learning model.

Freemium:

You might see the term "Freemium" used often on this site. It simply means that the specific tool that you're looking at has both free and paid options. Typically there is very minimal, but unlimited, usage of the tool at a free tier with more access and features introduced in paid tiers.

Generative Art:

Generative art is a form of art that is created using a computer program or algorithm to generate visual or audio output. It often involves the use of randomness or mathematical rules to create unique, unpredictable, and sometimes chaotic results.

Generative Pre-trained Transformer(GPT):

GPT stands for Generative Pretrained Transformer. It is a type of large language model developed by OpenAI.

GitHub:

GitHub is a platform for hosting and collaborating on software projects


Google Colab:

Google Colab is an online platform that allows users to share and run Python scripts in the cloud

Graphics Processing Unit(GPU):

A GPU, or graphics processing unit, is a special type of computer chip that is designed to handle the complex calculations needed to display images and video on a computer or other device. It's like the brain of your computer's graphics system, and it's really good at doing lots of math really fast. GPUs are used in many different types of devices, including computers, phones, and gaming consoles. They are especially useful for tasks that require a lot of processing power, like playing video games, rendering 3D graphics, or running machine learning algorithms.

Large Language Model(LLM):

A type of machine learning model that is trained on a very large amount of text data and is able to generate natural-sounding text.

Machine Learning(ML):

A method of teaching computers to learn from data, without being explicitly programmed.

Natural Language Processing(NLP):

A subfield of AI that focuses on teaching machines to understand, process, and generate human language

Neural Networks:

A type of machine learning algorithm modeled on the structure and function of the brain.

Neural Radiance Fields(NeRF):

Neural Radiance Fields are a type of deep learning model that can be used for a variety of tasks, including image generation, object detection, and segmentation. NeRFs are inspired by the idea of using a neural network to model the radiance of an image, which is a measure of the amount of light that is emitted or reflected by an object.

OpenAI:

OpenAI is a research institute focused on developing and promoting artificial intelligence technologies that are safe, transparent, and beneficial to society

Overfitting:

A common problem in machine learning, in which the model performs well on the training data but poorly on new, unseen data. It occurs when the model is too complex and has learned too many details from the training data, so it doesn't generalize well.

Prompt:

A prompt is a piece of text that is used to prime a large language model and guide its generation

Python:

Python is a popular, high-level programming language known for its simplicity, readability, and flexibility (many AI tools use it)

Reinforcement Learning:

A type of machine learning in which the model learns by trial and error, receiving rewards or punishments for its actions and adjusting its behavior accordingly.

Spatial Computing:

Spatial computing is the use of technology to add digital information and experiences to the physical world. This can include things like augmented reality, where digital information is added to what you see in the real world, or virtual reality, where you can fully immerse yourself in a digital environment. It has many different uses, such as in education, entertainment, and design, and can change how we interact with the world and with each other.

Stable Diffusion:

Stable Diffusion generates complex artistic images based on text prompts. It’s an open source image synthesis AI model available to everyone. Stable Diffusion can be installed locally using code found on GitHub or there are several online user interfaces that also leverage Stable Diffusion models.

Supervised Learning:

A type of machine learning in which the training data is labeled and the model is trained to make predictions based on the relationships between the input data and the corresponding labels.

Unsupervised Learning:

A type of machine learning in which the training data is not labeled, and the model is trained to find patterns and relationships in the data on its own.

Webhook:

A webhook is a way for one computer program to send a message or data to another program over the internet in real-time. It works by sending the message or data to a specific URL, which belongs to the other program. Webhooks are often used to automate processes and make it easier for different programs to communicate and work together. They are a useful tool for developers who want to build custom applications or create integrations between different software systems.


מילון מונחים


ממשק תכנות יישומים (API): API, או ממשק תכנות יישומים, הוא קבוצה של כללים ופרוטוקולים המאפשרים לתוכנות שונות לתקשר ולהחליף מידע ביניהן. הוא פועל כמעין מתווך, המאפשר לתוכניות שונות לקיים אינטראקציה ולעבוד יחד, גם אם הן אינן בנויות באמצעות אותן שפות תכנות או טכנולוגיות. ממשקי API מספקים דרך לתוכנות שונות לדבר ביניהן ולשתף נתונים, ועוזרות ליצור חווית משתמש מקושרת יותר וחלקה יותר. בינה מלאכותית (AI): האינטליגנציה שמוצגת על ידי מכונות בביצוע משימות הדורשות בדרך כלל אינטליגנציה אנושית, כגון למידה, פתרון בעיות, קבלת החלטות והבנת שפה. AI מושגת על ידי פיתוח אלגוריתמים ומערכות שיכולים לעבד, לנתח ולהבין כמויות גדולות של נתונים ולקבל החלטות על סמך הנתונים הללו. Compute Unified Device Architecture (CUDA): CUDA היא דרך שבה מחשבים יכולים לעבוד על בעיות קשות וגדולות באמת על ידי פירוקן לחתיכות קטנות יותר ופתרון כולן בו זמנית. זה עוזר למחשב לעבוד מהר יותר וטוב יותר על ידי שימוש בחלקים מיוחדים בתוכו הנקראים GPUs. זה כמו כשיש לך הרבה חברים שעוזרים לך לעשות פאזל - זה הולך הרבה יותר מהר מאשר אם אתה מנסה לעשות את זה לבד. המונח "CUDA" הוא סימן מסחרי של NVIDIA Corporation, אשר פיתחה והפכה את הטכנולוגיה לפופולרית. עיבוד נתונים: תהליך הכנת נתונים גולמיים לשימוש במודל למידת מכונה, כולל משימות כמו ניקוי, שינוי ונימול של הנתונים. למידה עמוקה (DL): תת-תחום של למידת מכונה המשתמש ברשתות עצביות עמוקות עם רבדים רבים כדי ללמוד דפוסים מורכבים מנתונים. הנדסת תכונות: תהליך הבחירה והיצירה של תכונות חדשות מהנתונים הגולמיים שניתן להשתמש בהם כדי לשפר את הביצועים של מודל למידת מכונה. Freemium: ייתכן שתראה את המונח "Freemium" בשימוש לעתים קרובות באתר זה. זה פשוט אומר שלכלי הספציפי שאתה מסתכל עליו יש אפשרויות חינמיות וגם בתשלום. בדרך כלל יש שימוש מינימלי מאוד, אך בלתי מוגבל, בכלי בשכבה חינמית עם יותר גישה ותכונות שהוצגו בשכבות בתשלום. אמנות גנרטיבית: אמנות גנרטיבית היא צורה של אמנות שנוצרת באמצעות תוכנת מחשב או אלגוריתם ליצירת פלט חזותי או אודיו. לרוב זה כרוך בשימוש באקראיות או בכללים מתמטיים כדי ליצור תוצאות ייחודיות, בלתי צפויות ולעיתים כאוטיות. Generative Pre-trained Transformer(GPT): GPT ראשי תיבות של Generative Pre-trained Transformer. זהו סוג של מודל שפה גדול שפותח על ידי OpenAI. GitHub: GitHub היא פלטפורמה לאירוח ושיתוף פעולה בפרויקטי תוכנה

Google Colab: Google Colab היא פלטפורמה מקוונת המאפשרת למשתמשים לשתף ולהריץ סקריפטים של Python בענן Graphics Processing Unit(GPU): GPU, או יחידת עיבוד גרפית, הוא סוג מיוחד של שבב מחשב שנועד להתמודד עם המורכבות חישובים הדרושים להצגת תמונות ווידאו במחשב או במכשיר אחר. זה כמו המוח של המערכת הגרפית של המחשב שלך, והוא ממש טוב לעשות הרבה מתמטיקה ממש מהר. GPUs משמשים סוגים רבים ושונים של מכשירים, כולל מחשבים, טלפונים וקונסולות משחקים. הם שימושיים במיוחד למשימות הדורשות כוח עיבוד רב, כמו משחקי וידאו, עיבוד גרפיקה תלת-ממדית או הפעלת אלגוריתמים של למידת מכונה. מודל שפה גדול (LLM): סוג של מודל למידת מכונה שאומן על כמות גדולה מאוד של נתוני טקסט ומסוגל ליצור טקסט בעל צליל טבעי. Machine Learning (ML): שיטה ללמד מחשבים ללמוד מנתונים, מבלי להיות מתוכנתים במפורש. עיבוד שפה טבעית (NLP): תת-תחום של AI המתמקד בהוראת מכונות להבין, לעבד וליצור שפה אנושית רשתות עצביות: סוג של אלגוריתם למידת מכונה המבוססת על המבנה והתפקוד של המוח. שדות קרינה עצביים (NeRF): שדות קרינה עצביים הם סוג של מודל למידה עמוקה שיכול לשמש למגוון משימות, כולל יצירת תמונה, זיהוי אובייקטים ופילוח. NeRFs שואבים השראה מהרעיון של שימוש ברשת עצבית למודל של זוהר תמונה, שהוא מדד לכמות האור שנפלט או מוחזר על ידי אובייקט. OpenAI: OpenAI הוא מכון מחקר המתמקד בפיתוח וקידום טכנולוגיות בינה מלאכותית שהן בטוחות, שקופות ומועילות לחברה. Overfitting: בעיה נפוצה בלמידת מכונה, שבה המודל מתפקד היטב בנתוני האימון אך גרועים בחדשים, בלתי נראים. נתונים. זה מתרחש כאשר המודל מורכב מדי ולמד יותר מדי פרטים מנתוני האימון, כך שהוא לא מכליל היטב. הנחיה: הנחיה היא פיסת טקסט המשמשת לתכנון מודל שפה גדול ולהנחות את הדור שלו Python: Python היא שפת תכנות פופולרית ברמה גבוהה הידועה בפשטות, בקריאות ובגמישות שלה (כלי AI רבים משתמשים בה) למידת חיזוק: סוג של למידת מכונה שבה המודל לומד על ידי ניסוי וטעייה, מקבל תגמולים או עונשים על מעשיו ומתאים את התנהגותו בהתאם. מחשוב מרחבי: מחשוב מרחבי הוא השימוש בטכנולוגיה כדי להוסיף מידע וחוויות דיגיטליות לעולם הפיזי. זה יכול לכלול דברים כמו מציאות רבודה, שבה מידע דיגיטלי מתווסף למה שאתה רואה בעולם האמיתי, או מציאות מדומה, שבה אתה יכול לשקוע במלואו בסביבה דיגיטלית. יש לו שימושים רבים ושונים, כמו בחינוך, בידור ועיצוב, והוא יכול לשנות את האופן שבו אנו מתקשרים עם העולם ואחד עם השני. דיפוזיה יציבה: דיפוזיה יציבה מייצרת תמונות אמנותיות מורכבות המבוססות על הנחיות טקסט. זהו מודל AI של סינתזת תמונות בקוד פתוח הזמין לכולם. ניתן להתקין את ה-Stable Diffusion באופן מקומי באמצעות קוד שנמצא ב-GitHub או שישנם מספר ממשקי משתמש מקוונים הממנפים גם מודלים של Stable Diffusion. למידה מפוקחת: סוג של למידת מכונה שבה נתוני האימון מסומנים והמודל מאומן לבצע תחזיות על סמך היחסים בין נתוני הקלט והתוויות המתאימות. למידה ללא פיקוח: סוג של למידת מכונה שבה נתוני האימון אינם מסומנים, והמודל מאומן למצוא דפוסים ויחסים בנתונים בעצמו. Webhook: Webhook הוא דרך של תוכנת מחשב אחת לשלוח הודעה או נתונים לתוכנית אחרת דרך האינטרנט בזמן אמת. זה עובד על ידי שליחת ההודעה או הנתונים לכתובת URL ספציפית, השייכת לתוכנית האחרת. Webhooks משמשים לעתים קרובות כדי להפוך תהליכים לאוטומטיים ולהקל על תוכניות שונות לתקשר ולעבוד יחד. הם כלי שימושי למפתחים שרוצים לבנות יישומים מותאמים אישית או ליצור אינטגרציות בין מערכות תוכנה שונות.

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