Day - 1 | Introduction to Generative AI

The moment we've all been eagerly waiting for is finally here! Today marks the commencement of our much-anticipated course on GENERATIVE AI. 🎉

We'll be diving into fascinating topics like LLM, LlamaIndex, Vector DB, and much more. It's your chance to embark on a comprehensive exploration of cutting-edge concepts.

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With their ability to generate human-like language and complete a variety of tasks, generative AI has the potential to revolutionise the way we communicate, learn and work. But what other doors will this technology open for us, and how can we harness it to make great leaps in technology innovation? Have we finally done it? Have we cracked AI?
Join Professor Michael Wooldridge for a fascinating discussion on the possibilities and challenges of generative AI models, and their potential impact on societies of the future.
Michael Wooldridge is Director of Foundational AI Research and Turing AI World-Leading Researcher Fellow at The Alan Turing Institute. His work focuses on multi-agent systems and developing techniques for understanding the dynamics of multi-agent systems. His research draws on ideas from game theory, logic, computational complexity, and agent-based modelling. He has been an AI researcher for more than 30 years and has published over 400 scientific articles on the subject.
This lecture is part of a series of events - How AI broke the internet - that explores the various angles of large-language models and generative AI in the public eye.
This series of Turing Lectures is organised in collaboration with The Royal Institution of Great Britain.

Generative artificial intelligence (AI) is taking the world by storm. In this session, we will introduce generative AI and the power of large language models (LMMs). You will learn how generative AI is being used, how you can prepare your organization for success with generative AI, and how to assess the potential risks and challenges of generative AI. 

By the end of the course, you will be able to use Databricks SQL to:

- Describe how generative artificial intelligence (AI) is being used to revolutionize practical AI applications
- Describe how organizations can find success with generative AI applications
- Recognize the potential legal and ethical considerations of using generative AI applications

Talk by: Anastasia Prokaieva

Here’s more to explore:
LLM Compact Guide: https://dbricks.co/43WuQyb
Big Book of MLOps: https://dbricks.co/3r0Pqiz

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1️⃣ Generative AI Certification Here 🔗 https://bit.ly/3Szkvnm
2️⃣ Generative AI Roadmap 2024 🔗 https://youtu.be/4mYSR9m5NxQ

Welcome to our comprehensive Generative AI Free Course! In this 2-hour tutorial, we delve into the fascinating world of GenAI, covering everything from fundamental concepts to practical applications using AI Tools like: ChatGPT, Bing AI Chat, Dall-E 2, Bing Image Creator, Clipdrop, Tome App, etc. There are 5 end-to-end Generative AI Projects included in this free GenAI course. Whether you're a beginner or an experienced AI enthusiast, this course is designed to provide valuable insights and hands-on experience.

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Generative AI Pinnacle Program 🔥
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Build a Career in Gen AI - without leaving your job:
✅ 200+ hours of learning
✅ 10+ real-world projects
✅ 1:1 mentorship
✅ 75+ sessions
Know More 🔗 https://bit.ly/3wlIIGz

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Here's what you'll learn in this course ❤️
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0:00:00 What is Generative AI?
Gain an understanding of Generative AI, including its relationship with Deep Learning and Machine Learning.

0:06:57 Working with ChatGPT
Explore the various use cases and capabilities of ChatGPT, a powerful tool for generating text.

0:18:15 Learning the art of prompting
Discover best practices for crafting effective prompts to enhance your Generative AI projects.

0:24:18 GenAI Project 1: Start a Business using AI Tools
Dive into an end-to-end project where we explore starting a business with Generative AI.

0:37:46 Introduction to Image Generation
Get an overview of different model types and gain intuition into the training process for image generation.

0:44:04 Working with Clipdrop
Learn about Clipdrop and its capabilities for image manipulation and generation.

0:58:34 GenAI Project 2: Product Design using AI Tools
Engage in an end-to-end image generation project focused on creating a vacuum cleaner.

1:13:45 AI Ethics and Efficiency
Understand the importance of AI ethics and explore recommended practices for efficient AI development.

1:18:01 GenAI Project 3: Creating Presentations ft. Tome App
Utilize the Tome App to build a compelling product deck for the vacuum cleaner created earlier.

1:28:49 GenAI Project 4: Simplifying Docs, Sheets, and Slides
Explore the capabilities of free tools for simplifying document management and presentation creation.

1:41:13 Plagiarism check ft GPT Zero
Learn about GPT Zero and its capabilities for performing plagiarism checks.

1:46:37 GenAI Project 5: Custom Chatbot ft Documind
Discover the features of Documind, a freemium tool for creating custom chatbots.

1:55:03 Subscribe!!


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Reference Videos 🔥
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👉 AI Tools to Build LinkedIn 🔗 https://youtu.be/nOUCLLem0-w
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👉 AI Tools to Build Cover Letter 🔗 https://youtu.be/qjyjdgw-SgQ
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It seems that not a day goes by without there being some news about generative AI that ranges from inspiring, to weird, to just plain terrifying. Unsurprisingly, the sheer volume of information has aspiring creators asking, "What's my place in an AI future?” This talk seeks to find a clear path through the noise. It presents an overview of what AI actually is in today's world, what it might look like in five years and how we can use it to make ourselves indispensable to future employers.

Speaker:
Shaun McCabe

Moderator:

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What is generative AI? Not sure where to begin? Check out this short course! We'll take you through the basics of generative AI including common applications, model types, and the fundamentals of how you can use it. Discover the power behind this technology and see how it’s changing the way we solve problems, and tell stories. 🙌

Hop over to Google Cloud Skills Boost to enroll in this course for free! → https://goo.gle/3MdGgHs

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#GenerativeAI #cloudcomputing #googlecloudlearning

How are technologies like ChatGPT created? And what does the future hold for AI language models?

This talk was filmed at the Royal Institution on 29th September 2023, in collaboration with The Alan Turing Institute.

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Watch the Q&A: https://youtu.be/9i2x2HyeW-Y

Generative AI refers to a type of artificial intelligence that involves creating new and original data or content. Unlike traditional AI models that rely on large datasets and algorithms to classify or predict outcomes, generative AI models are designed to learn the underlying patterns and structure of the data and generate novel outputs that mimic human creativity.

ChatGPT is perhaps the most well-known example, but the field is far larger and more varied than text generation. Other applications of generative AI include image and video synthesis, speech generation, music composition, and virtual reality.

In this lecture, Mirella Lapata will present an overview of this exciting—sometimes controversial—and rapidly evolving field.

Mirella Lapata is professor of natural language processing in the School of Informatics at the University of Edinburgh. Her research focuses on getting computers to understand, reason with, and generate natural language. She is the first recipient (2009) of the British Computer Society and Information Retrieval Specialist Group (BCS/IRSG) Karen Sparck Jones award and a Fellow of the Royal Society of Edinburgh, the ACL, and Academia Europaea.

00:00 Intro
2:38 Generative AI isn’t new – so what’s changed?
8:43 How did we get to ChatGPT?
12:38 How are Large Language Models created?
22:48 How good can a LLM become?
26:57 Unexpected effects of scaling up LLMs
28:05 How can ChatGPT meet the needs of humans?
32:30 Chat GPT demo
38:07 Are Language Models always right or fair?
40:21 The impact of LLMs on society
42:54 Is AI going to kill us all?

--
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modsiw, Anton Ragin, Edward Unthank, Robert L Winer, Andy Carpenter, William Hudson
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For course details please visit : https://ineuron.ai/course/gene....rative-ai-community-

Generative AI Foundational Community Course Part 1 !!!!

Part 2 coming soon…

#OpenAI #Langchain #Streamlit #MCQGenerator

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Stay tuned, stay connected, and let's master GenerativeAI together

#GenerativeAI #AIcourse #AIeducation #MachineLearning #DeepLearning #AIFoundations #TechnologyEducation #ArtificialIntelligence #AItraining #learningseries

Timeline : -
0:00 Introduction
6:10 What is Generative AI ?
1:43:57 Open AI
3:35:00 LangChain for Generative Ai
5:10:27 Hugging Face API & Langchain
7:04:10 Memory in Langchain
9:00:08 LLM Generative AI Project using OpenAI & Langchain

Topic
Generative Ai Full course for Beginners to Advance || Generative Ai

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Hello All, In this video, I am talking about -
- How to learn Generative Ai
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LangChain is a framework for developing applications powered by large language models (LLMs).
code github: https://github.com/krishnaik06/Updated-Langchain

LangChain simplifies every stage of the LLM application lifecycle:
Development: Build your applications using LangChain's open-source building blocks and components. Hit the ground running using third-party integrations and Templates.
Productionization: Use LangSmith to inspect, monitor and evaluate your chains, so that you can continuously optimize and deploy with confidence.
Deployment: Turn any chain into an API with LangServe.

Timestamp

00:00:00 Introduction
00:00:46 Introduction To Langchain Ecosystem
00:09:09 Chatbot application Usinjg Langchain
00:35:36 Chain As Api For Deployment
01:02:16 Complete Basic Rag Pipeline
01:32:07 Advanced Rag Pipeline
01:51:34 Advanced RAG Pipeline With Multiple Data Source
02:16:10 End To End LAngchain Project USing Groq Inference Engine
02:44:07 Hugging Face With Langchain

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Support me by joining membership so that I can upload these kind of videos
https://www.youtube.com/channe....l/UCNU_lfiiWBdtULKOw
-----------------------------------------------------------------------------------
Fresh Langchain Playlist: https://www.youtube.com/watch?v=KmQOlg5YfU0&list=PLZoTAELRMXVOQPRG7VAuHL--y97opD5GQ
►LLM Fine Tuning Playlist: https://www.youtube.com/watch?v=Vg3dS-NLUT4&list=PLZoTAELRMXVN9VbAx5I2VvloTtYmlApe3
►AWS Bedrock Playlist: https://www.youtube.com/watch?v=2maPaQutcWs&list=PLZoTAELRMXVP8-wzKPtrRST3jNCprvMZj
►Llamindex Playlist: https://www.youtube.com/watch?v=1eym7BTnuNg&list=PLZoTAELRMXVNOWh1SDXt5NFujQMOt-CWy

►Google Gemini Playlist: https://www.youtube.com/watch?v=it0l6lx3qI0&list=PLZoTAELRMXVNbDmGZlcgCA3a8mRQp5axb&pp=gAQBiAQB
►Langchain Playlist: https://www.youtube.com/watch?v=4O1rs7mrNDo&list=PLZoTAELRMXVORE4VF7WQ_fAl0L1Gljtar&pp=gAQBiAQB
►Data Science Projects:
https://www.youtube.com/watch?v=S_F_c9e2bz4&list=PLZoTAELRMXVPS-dOaVbAux22vzqdgoGhG&pp=iAQB

►Learn In One Tutorials

Statistics in 6 hours: https://www.youtube.com/watch?v=LZzq1zSL1bs&t=9522s&pp=ygUVa3Jpc2ggbmFpayBzdGF0aXN0aWNz

End To End RAG LLM APP Using LlamaIndex And OpenAI- Indexing And Querying Multiple Pdf's

Machine Learning In 6 Hours: https://www.youtube.com/watch?v=JxgmHe2NyeY&t=4733s&pp=ygUba3Jpc2ggbmFpayBtYWNoaW5lIGxlYXJuaW5n

Deep Learning 5 hours : https://www.youtube.com/watch?v=d2kxUVwWWwU&t=1210s&pp=ygUYa3Jpc2ggbmFpayBkZWVwIGxlYXJuaW5n

►Learn In a Week Playlist

Statistics:https://www.youtube.com/watch?v=11unm2hmvOQ&list=PLZoTAELRMXVMgtxAboeAx-D9qbnY94Yay

Machine Learning : https://www.youtube.com/watch?v=z8sxaUw_f-M&list=PLZoTAELRMXVPjaAzURB77Kz0YXxj65tYz

Deep Learning:https://www.youtube.com/watch?v=8arGWdq_KL0&list=PLZoTAELRMXVPiyueAqA_eQnsycC_DSBns

NLP : https://www.youtube.com/watch?v=w3coRFpyddQ&list=PLZoTAELRMXVNNrHSKv36Lr3_156yCo6Nn
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Learn about generative models and different frameworks, investigating the production of text and visual material produced by artificial intelligence. This course was originally recorded live.

Instructors: Krish Naik, Sunny Savita, and Boktiar Ahmed Bappy.

For course details, visit: https://ineuron.ai/course/gene....rative-ai-community-

⌨️ (00:00:00) DAY 1: Introduction to Generative AI Community Course
⌨️ (01:44:14) DAY 2: Introduction to OpenAI and understanding the OpenAI API
⌨️ (03:37:49) DAY 3: Introduction to LangChain
⌨️ (05:16:48) Day 4: Hugging Face API + Langchain
⌨️ (07:13:08) DAY 5: Memory in Langchain
⌨️ (09:07:53) DAY 6: LLM Generative AI Project using OpenAI & LangChain
⌨️ (11:03:29) DAY 7: LLM Generative AI Project & Deployment
⌨️ (13:09:02) DAY 8: Introduction to Vector Database for AI & LLM
⌨️ (14:52:41) DAY 9: Mastering Vector Databases with Pinecone
⌨️ (17:02:19) DAY 10: Mastering ChromaDB Vector Databases
⌨️ (19:04:25) DAY 11: Introducing Meta Llama 2
⌨️ (20:54:33) DAY 12: End to End Medical Chatbot Project, Part 1
⌨️ (22:36:05) DAY 13: End to End Medical Chatbot Project, Part 2
⌨️ (24:22:10) Generative AI: Everything You need to know about Gemini Pro LLM Models
⌨️ (26:16:33) End to End Gen AI Project using Google Gemini Pro
⌨️ (28:24:14) Webinar - Generative AI Revolution: The Future

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00:06:56 Types of DBMS
00:09:25 Common Use Cases of DBMS
00:11:09 Future Trends in DBMS

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In this video on roadmap for learning sql, we will dive into step step process of learning sql, we will start with introduction to sql moving forward our first step will be Understanding RDBMS, after that we will cover topics like, IDE for sql, Fundamental SQL Commands, SQL Keywords, SQL Data Types, Types of SQL Operators, SQL Data Constraints(Keys), SQL Normalization, and at the end we will conclude this video by understamding some Advanced SQL Concepts( joins, subqueries).

Below are the topics covered in this complete SQL Roadmap 2024 video : -

00:22 Introduction To SQL
02:49 Start by Understanding RDBMS
03:49 Pick an IDE
04:39 Fundamental SQL Commands
05:48 SQL Keywords
06:51 SQL Data Types
07:27 Types of SQL Operators
08:04 SQL Data Constraints(Keys)
08:49 SQL Normalization
09:21 Advanced SQL Concepts( joins, subqueries)


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➡️ About SQL Certification Course
This SQL certification course gives you all of the information you need to successfully start working with SQL databases and make use of the database in your applications. Learn how to correctly structure your database, author efficient SQL statements and clauses, and manage your SQL database for scalable growth.

✅ Key Features
Covers basic to advanced SQL concepts
Dedicated live sessions by faculty of industry experts
Self-paced learning modules to learn at your own pace
Hands-on projects for real-world application
Engaging learning experience featuring demo sessions and real-world examples
Industry-recognized certificate upon completion

✅ Skills Covered

- SQL
- Database Management System DBMS
- RealWorld Problem Solving
- MySQL
- Data Analysis

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In this video on ELK Stack Tutorial For Beginners, you will learn what is ELK, components of ELK (Elastic Search, Logstash and Kibana), ELK Flow, hands on demo : Single Node Installation with Elastic Search, Kibana and Logstash Beats, how to analyse Log Data, Filter Plugins.
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🔵Following topics are covered in this video
00:00 - ELK Stack Tutorial For Beginners
00:52 - What is ELK?
17:49 - Components of Elastic
38:44 - The Beats Family
02:56:03 - Analysing Log Data
03:03:55 - Logstash
03:27:44 - The Logstash architecture

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🔵 Why should you opt for a DevOps career?

For very long times the development and the operations teams of any software enterprise have stayed at arm’s length. But this organizational cultural shift thanks to DevOps a lot of changes are happening in forward-thinking enterprises. Learning DevOps will help you master all the skills needed in order to successfully build, operate, monitor, measure, and improve the various processes in IT enterprises by better integrating development and operations. You will grab the best jobs in top MNCs after finishing this Intellipaat DevOps online training. The entire Intellipaat DevOps course is in line with the industry's needs. There is a huge demand for DevOps certified professionals.
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🔵 Why should you opt for an SQL career?

SQL optimization has always been a popular topic in database management. SQL Database optimization can be an extremely difficult task, particularly for large-scale data wherever a minute variation can result or impact the performance. So learning this skill will definitely help you grab the best jobs in top MNCs after finishing Intellipaat SQL online training.
The entire Intellipaat SQL course is in line with the industry needs. There is a huge demand for SQL-certified professionals. The salaries for SQL professionals are very good. Hence this Intellipaat SQL database tutorial for beginners is your stepping stone to a successful career!

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Got any questions about SQL video? Ask us in the comment section below.

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