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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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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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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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 -
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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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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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Dive into the world of Database Management Systems (DBMS) with this easy-to-follow Introduction To DBMS tutorial! We'll explain what DBMS is and why it's important. Learn about different types of databases like Relational, NoSQL, Object-oriented, Hierarchical, and Network databases. Each type has unique features that make them useful for different tasks. We'll also cover basic DBMS concepts such as tables, rows, and columns, primary and foreign keys, and how indexes and queries work. Plus, find out about future trends like Big Data, distributed and cloud databases, and how machine learning is changing the way we manage data. This video uses simple language and clear visuals to make complex ideas easy to understand. Whether you're new to databases or just want to learn more, this tutorial is perfect for you. Watch now and start your journey to mastering DBMS!

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00:00:06 Introduction
00:00:29 Introduction to Databases
00:01:58 What is DBMS?
00:03:28 Components of DBMS
00:04:55 Functions of DBMS
00:05:43 Advantages of Using DBMS
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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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.

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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).

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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.

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Self-paced learning modules to learn at your own pace
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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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00:52 - What is ELK?
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38:44 - The Beats Family
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03:27:44 - The Logstash architecture

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🔥Intellipaat React js training: https://intellipaat.com/react-....js-certification-tra
In this React Interview Questions and Answers you will learn the latest and top questions asked by companies for React interview. This ReactJS Interview Questions & Answers video covers all kinds of questions starting from basic to advanced questions so that you can get benefited. We can assure you that if you watch this React interview preparation video completely you can crack any React job interview easily.
#ReactInterviewQuestions #ReactInterviewQuestionsandAnswers #ReactJSInterviewQuestions #ReactTraining #ReactCourse #Intellipaat

👉Following questions are covered in this video:
00:00 - React Interview Questions
01:12 - Differentiate Between Virtual DOM and Real DOM
03:10 - What is React?
04:32 - What is the meaning of Virtual DOM?
05:51 - What are some of the important features of React?
07:24 - What is the meaning of JSX?
08:41 - Can browser read a JSX File?
09:53 - Why is React widely used today?
11:48 - Are there any Disadvantages to using react?
13:32 - Differentiate between Angular and React
14:44 - What is the meaning of the component based architecture of react?
15:56 - How does rendering work in React?
16:55 - What are states in React?
18:37 - What is the use of an arrow function in React?
19:47 - What is a higher-order component in React?
20:56 - What us the meaning of create-react-app in React?
21:52 - What are some of the advantages of using create-react-app n React?
23:00 - What is the meaning of Redux?
24:19 - What is the difference between props and states?
25:21 - What are the three phases of a component life cycle in React?
26:48 - What are events in React?
27:47 - How are events created in React?
28:45 - How is routing in React different from conventional routing?
30:25 - Differentiate between Flux and Redux in React
32:00 - Can AJAX be used with React?
33:06 - What is the meaning of synthetic events in React?
34:05 - What are stateful components in React?
34:57 - What are refs in React?
36:04 - What are Controlled Components in React?
37:02 - Why is a router required in React?
38:11 - What are the components of Redux in React?
39:12 - What are the advantages of using Redux?
40:37 - What are the disadvantages of using MVC in React?
41:58 - What are pure components in React?
43:04 - What are higher-order components (HOCs) used for?
44:02 - What are keys in React?
45:06 - Differentiate between a controlled components and an uncontrolled components in React
46:05 - How can you tell React to build in the production mode?
47:40 - What is the use of the second argument that is passed to set state? is it optional?
49:33 - What is the Strict Mode component used in React?
50:25 - What would you do if your React application is rendering slowly?
51:50 - What would you do if react application is rendering slowly?
54:26 - What are the predefined prop types presentin React?
55:13 - What is React Fiber?
56:02 - What are Hooks in React?

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------------------------------

Why should you learn React.JS?

React is a JavaScript library that specializes in helping developers build user interfaces, or UIs. React on its own is a very functional, modular way to create expressive UI, and with its single responsibility mentality, it can be integrated with other systems as well as utilize its own ecosystem to develop full single page and multi page apps.

------------------------------
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#AgileProjectManagementFullCourse #AgileCourse #AgileTraining #AgileTutorial #AgileCompleteCourse #WhatIsAgileProjectManagement #AgileTutorialForBeginners #AgileCompleteTutorial #Intellipaat

🔵 Following topics are covered in this session:
00:00:00 - Introduction to Agile Project Management
00:00:49 - What is SDLC
00:01:26 - Tenets of an Agile Approach
00:02:26 - Key Components
00:05:11 - Methods
00:07:35 - Who are the Users
00:08:44 - Benefits
00:10:19 - Models
00:19:28 - Why Agile
00:26:58 - Difference between Traditional vs Agile
00:40:55 - Agile Values
01:37:00 - Agile Roles
02:24:09 - What is Scrum
02:24:19 - Scrum Ceremonies
02:30:50 - Agile Planning Process
02:56:29 - Jira
03:26:33 - What is Product Backlog

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🔵 Why Agile is important

Agile Methodology is a development method in which requirements and solutions evolve in cross-functional teams through a collaborative effort. Its approach aligns project and product development with the requirements of the customer and overall company goals. It is a methodology based on iterative development. This process encourages frequent inspection and adaptation which helps in the rapid delivery of high-quality software. Agile methodology is developed for products and projects that require flexibility and speed- which actually means, almost every product and project is being managed today.

------------------------------
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🔥Intellipaat Big Data Hadoop Training: https://intellipaat.com/big-data-hadoop-training/
📕 Read complete Big Data Hadoop tutorial here: https://intellipaat.com/blog/t....utorial/hadoop-tutor
In this hive tutorial for beginners you will learn what is hive, hive architecture, various hive advantages, hive features, difference between mapreduce vs hive with detailed hands on hive.
#HiveTutorial #ApacheHive #Hive #HiveArchitecture #HadoopHive #HiveCourseForBeginners #Intellipaat
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📰Interested to learn big data hadoop still more? Please check similar what is hadoop blog here: https://intellipaat.com/blog/what-is-hadoop/

📝This hive tutorial for beginners video helps you to learn the following topics:
01:55- What is the requirement of Hive?
22:26- What is Hive?
22:58- Hive Advantages
24:20- Where not to use Hive?
27:24- Hive Features
28:28- MapReduce vs Hive
49:58- Hive Architecture
01:31:25- Partitions in Hive

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Why Big Data Hadoop is important?

Data is being generated hugely in each and every industry domain and to process and distribute effectively hadoop is being deployed everywhere and in every industry. Taking the Intellipaat big data hadoop training can help professionals to build a solid career in a rising technology domain and get the best jobs in top organizations.

Why should you opt for a Big Data Hadoop career?

If you want to fast-track your career then you should strongly consider big data hadoop. The reason for this is that it is one of the fastest growing technology. There is a huge demand for professionals in big data hadoop. The salaries for big data hadoop professionals is fantastic. There is a huge growth opportunity in this domain as well. Hence this Intellipaat hadoop tutorial for beginners is your stepping stone to a successful career!
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🔥Intellipaat Linux Course: https://intellipaat.com/linux-training/
In this linux tutorial for beginners video you will learn what is linux, how to install linux, how to setup kernel parameters, how to install & remove softwares, RPM in linux, various commands in linux and various linux services & systemd in detail.
#LinuxTutorialForBeginners #WhatisLinux #LinuxAdministrationTutorial #Linux #LinuxCommands #Intellipaat

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Why should you watch this Linux Tutorial?

Linux is a powerful open-source operating system that is being used by a large section of the corporate world. This OS ensures that you have the power to configure, manage and secure your systems. We are offering the top linux tutorial that has been created with extensive inputs from the industry experts so that you can learn linux easily.

Who should watch this Linux Tutorial video?

Since this linux video with hands on can be taken by anybody, so if you are a software engineers and IT professionals, linux developers and administrators or a beginner in technology then you must watch this linux tutorials to take your skills to the next level.

Why should you opt for a Linux career?

If you want to fast-track your career then you should strongly consider linux. The reason for this is that it is one of the fastest growing technology. There is a huge demand for professionals in linux. The salaries for linux Professionals is fantastic.There is a huge growth opportunity in this domain as well. Hence this Intellipaat linux tutorial, is your stepping stone to a successful career!
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🔵 Intellipaat ReactJS training: https://intellipaat.com/react-....js-certification-tra
In this React Tutorial for beginners, you will learn everything about ReactJS from basic to advance level. This ReactJS course video includes DOM & Virtual DOM, the difference between Class, Functions, and Components, React hooks, ReactJS Bootstrap, Angular vs React, how to become ReactJS Developer, React Interview Questions, and lots of hands-on demos. This ReactJS for beginners video is a must-watch for everyone who wishes to learn ReactJS and make a career in it.

#ReactTutorialForBeginners #ReactJSCourse #ReactJSForBeginners #ReactJSTutorial #ReactJS #ReactJSTraining #Intellipaat

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Are you looking for something more? Enroll in our React js course and become a certified professional (https://intellipaat.com/react-....js-certification-tra). It is a 45 hrs training provided by Intellipaat which is completely aligned with industry standards and certification bodies.

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----------------------------
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------------------------------

🔵 Why should you learn React.JS?

React is a JavaScript library that specializes in helping developers build user interfaces or UIs. React on its own is a very functional, modular way to create expressive UI, and with its single responsibility mentality, it can be integrated with other systems as well as utilize its own ecosystem to develop full single page and multi-page apps.

------------------------------
🔵 For more information:
Please write us at [email protected] or call us at +91-7847955955

Website: https://intellipaat.com/react-....js-certification-tra

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