In this video, we're going to go over how to fine-tune a GPT-3 model.

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We'll start by creating a prompt, then we'll generate some synthetic data to use for training. Next, we'll augment that data to make it even more useful for training.

Finally, we'll prepare a JSON file for uploading to OpenAI GPT-3. Once our model is fine-tuned, we'll test it out to see how it performs.


00:00 Intro
00:26 Fine Tune GPT-3 Model Plan
03:07 Creating a prompt for fine-tuning GPT-3
08:22 Syntetic Data for fine-tuning GPT-3
13:13 Augmenting the Data for fine-tuning
15:46 Preparing a json file for fine-tuning
19:06 Uploading json file to OpenAI GPT-3
20:29 Testing our fine-tuned GPT-3 model
26:20 Recap of GPT-3 fine tuning

Introduction to Langchain Javascript Documentation. How to Create GPT-3 GPT-4 Chatbots that can contextually reference your data (txt, JSON, webpages, PDF) with embeddings . Brief Introduction into embeddings, vectorstorage options such as Pinecone, Chroma.

Consulting 1hr Call: https://cal.com/starmorphai/co....nsultingcall?duratio
Starmorph Website: https://Starmorph.com
NextJS Trained Bot: https://code.chat
Langchain JS Docs: https://js.langchain.com/docs/
Langchain Python Docs: https://langchain.readthedocs.io/en/latest/
OpenAI Embeddings Docs: https://platform.openai.com/do....cs/guides/embeddings
Zahid Open Source Langchain: https://github.com/zahidkhawaj....a/langchain-chat-nex
Instagram: https://instagram.com/starmorphdesign

🔥Edureka AWS Architect Certification Training: https://www.edureka.co/aws-certification-training
This video is about the features and benefits of AWS Kinesis. It shows how AWS Kinesis can be effectively used for processing the streaming data. The topics that we will cover in this session are as follows:
· What is AWS Kinesis?
· Advantages
· Capabilities
· Use Cases
· Kinesis vs SQS
· How it works?
· Demo

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#edureka #EdurekaAWS #AWSKinesis #awstraining #cloudcomputing
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How does it work?
1. This is a 5 Week Instructor-led Online Course.
2. The course consists of 30 hours of online classes, 30 hours of assignment, 20 hours of project
3. We have a 24x7 One-on-One LIVE Technical Support to help you with any problems you might face or any clarifications you may require during the course.
4. You will get Lifetime Access to the recordings in the LMS.
5. At the end of the training, you will have to complete the project based on which we will provide you a Verifiable Certificate!
----------------------------------------------------------------------------
About the Course

AWS Architect Certification Training from Edureka is designed to provide in-depth knowledge about Amazon AWS architectural principles and its components. The sessions will be conducted by Industry practitioners who will train you to leverage AWS services to make the AWS cloud infrastructure scalable, reliable, and highly available. This course is completely aligned to AWS Architect Certification - Associate Level exam conducted by Amazon Web Services.

During this AWS Architect Online training, you'll learn:
1. AWS Architecture and different models of Cloud Computing
2. Compute Services: Amazon EC2, Auto Scaling, and Load Balancing, AWS Lambda, Elastic Beanstalk
3. Amazon Storage Services: EBS, S3 AWS, Glacier, CloudFront, Snowball, Storage Gateway
4. Database Services: RDS, DynamoDB, ElastiCache, RedShift
5. Security and Identity Services: IAM, KMS
6. Networking Services: Amazon VPC, Route 53, Direct Connect
7. Management Tools: CloudTrail, CloudWatch, CloudFormation, OpsWorks, Trusty Advisor
8. Application Services: SES, SNS, SQS
----------------------------------------------------------------------------
Course Objectives

On completion of the AWS Architect Certification Training, the learner will be able to:
1. Design and deploy scalable, highly available, and fault-tolerant systems on AWS
2. Understand the lift and shift of an existing on-premises application to AWS
3. Ingress and egress of data to and from AWS
4. Identifying appropriate use of AWS architectural best practices
5. Estimating AWS costs and identifying cost control mechanisms
----------------------------------------------------------------------------
Pre-requisites

There are no specific prerequisites for this course. Any professional who has an understanding of IT Service Management can join this training. There is no programming knowledge needed and no prior AWS experience required.
----------------------------------------------------------------------------
If you are looking for live online training, write back to us at sales@edureka.in or call us at the US: + 18338555775 (Toll-Free) or India: +91 9606058406 for more information.

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This Flutter for Beginners course consists of 1.5 hours of video content that will help you understand the basic concepts while providing a demonstration of how to develop an application.

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The videos that you find as a part of this Introduction to Flutter course are created by Aditya Thakur, who is a developer and designer with experience in building cross-platform applications and a speaker at the Flutter Global Summit 21. The entire curriculum of this course is structured in a way that is easy for a beginner to understand and learn.

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For more information about Stanford’s Artificial Intelligence professional and graduate programs, visit: https://stanford.io/3meRgaI

Topics: Overview of course, Optimization
Percy Liang, Associate Professor & Dorsa Sadigh, Assistant Professor - Stanford University
http://onlinehub.stanford.edu/

Associate Professor Percy Liang
Associate Professor of Computer Science and Statistics (courtesy)
https://profiles.stanford.edu/percy-liang

Assistant Professor Dorsa Sadigh
Assistant Professor in the Computer Science Department & Electrical Engineering Department
https://profiles.stanford.edu/dorsa-sadigh

To follow along with the course schedule and syllabus, visit:
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#artificialintelligencecourse

0:00 Introduction
3:30 Why AI?
15:10 AI as Agents
18:20 AI Tools
20:39 Biases
23:28 Summary
34:08 PacMan
43:11 Perquisites, Homework, Exams

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This Edureka React Hooks will help you learn what are hooks in React JS and how they help you “hook into” React state and lifecycle features from function components.

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⏩ NEW Top 10 Technologies To Learn In 2023 - https://youtu.be/udD_GQVDt5g

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🔥 𝐄𝐝𝐮𝐫𝐞𝐤𝐚 𝐎𝐧𝐥𝐢𝐧𝐞 𝐌𝐲𝐒𝐐𝐋 𝐃𝐁𝐀 𝐂𝐞𝐫𝐭𝐢𝐟𝐢𝐜𝐚𝐭𝐢𝐨𝐧 𝐓𝐫𝐚𝐢𝐧𝐢𝐧𝐠 : https://www.edureka.co/mysql-dba (Use Code "𝐘𝐎𝐔𝐓𝐔𝐁𝐄𝟐𝟎")
This Edureka video on SQL Joins will discuss the various types of Joins used in SQL Server with examples.
The following topics will be covered in this video:
00:00:00 Introduction
00:00:29 Agenda
00:00:51 Introduction to SQL
00:01:39 What are Joins in SQL
00:02:11 Types of Joins
00:14:58 FAQs about Joins

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This Javascript Tutorial video will help you become proficient in JavaScript Programming Language. This Javascript Full Course video will cover all the important aspects of Javascript from Basics to advance. At the end of the video, you will have a strong understanding of the concepts required to build complex JS applications. Towards the end of this Javascript Tutorial for Beginners, we will work on Javascript Projects Hands-on Demo.

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Introduction to JavaScript:
JavaScript is a scripting language that is used to create and manage dynamic web pages, basically anything that moves on your screen without requiring you to refresh your browser. It can be anything from animated graphics to an automatically generated Facebook timeline. When most people get interested in web development, they start with good old HTML and CSS. From there, they move on to JavaScript, which makes sense, because, these three elements together form the backbone of web development. HTML is the structure of your page like the headers, the body text, any images you want to include. It basically defines the contents of a web page.
CSS controls how that page looks (it’s what you’ll use to customize fonts, background colors, etc.). JavaScript is the third element. Once you’ve created your structure (HTML) and your aesthetic vibe (CSS), JavaScript makes your site dynamic (automatically updateable).

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About Full Stack Web Developer - MEAN Stack Course:
This program will advance your career as a MEAN stack developer. You’ll learn top skills such as MongoDB, Express.js, Angular, and Node.js (“MEAN”), plus GIT, HTML, CSS, and JavaScript to build and deploy interactive applications and services. This Full Stack MEAN Developer program provides complete knowledge of software development and testing technologies such as JavaScript, Node.js, Angular, Docker, and Protractor. You'll build an end-to-end application, test and deploy code, and store data using MongoDB.

Key Features:
✅ Comprehensive Blended Learning program
✅ 270 hours of in-depth training
✅ 150 hours of instructor-led training
✅120 hours of self-paced learning
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✅Choose from 4 industry-aligned capstone projects

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🔥𝐄𝐝𝐮𝐫𝐞𝐤𝐚 𝐆𝐨𝐨𝐠𝐥𝐞 𝐂𝐥𝐨𝐮𝐝 𝐏𝐥𝐚𝐭𝐟𝐨𝐫𝐦 𝐓𝐫𝐚𝐢𝐧𝐢𝐧𝐠: https://www.edureka.co/google-....cloud-architect-cert (𝐔𝐬𝐞 𝐂𝐨𝐝𝐞: 𝐘𝐎𝐔𝐓𝐔𝐁𝐄𝟐𝟎)
💭This "𝐆𝐨𝐨𝐠𝐥𝐞 𝐂𝐥𝐨𝐮𝐝 𝐍𝐞𝐭𝐰𝐨𝐫𝐤𝐢𝐧𝐠" video by Edureka will first explain what is Google Cloud and what exactly is Google Cloud VPC, then it will explain other GCP Networking services such as Load balancing and Cloud DNS. Following is the outline of the Google Cloud Networking Tutorial:
00:00:00 Introduction
00:00:31 Agenda
00:00:55 What is Google Cloud Platform
00:01:46 GCP Service Domains
00:03:55 What is Google Cloud VPC
00:10:37 Benefits of Google Cloud VPC
00:11:37 Overview of other GCP Networking Concepts
00:14:19 Demo- Creating a VPC Network

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🔴 𝐄𝐝𝐮𝐫𝐞𝐤𝐚 𝐑𝐨𝐥𝐞-𝐁𝐚𝐬𝐞𝐝 𝐂𝐨𝐮𝐫𝐬𝐞𝐬

🔵 DevOps Engineer Masters Program: http://bit.ly/3Oud9PC
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Please write back to us at sales@edureka.co or call us at IND: 9606058406 / US: 18338555775 (toll-free) for more information.

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Network Layer In OSI Model by simplilearn is a Computer networking-oriented tutorial that explains the fundamentals of the Network Layer in Computer networks. The network layer handles the addresses of the source and the destination, along with other network functions.

The following concepts are covered in the Network In OSI Model Tutorial.

1. 00:00:00 Introduction to Network Layer In OSI Model
This video section in the OSI Model tutorial will give us a quick recap of the OSI network model.

2. 00:01:55 What is Network Layer In OSI Model
This section of the Network Layer In the OSI Model tutorial will cover the introductory information related to the Network layer.

3. 00:02:24 Functions of the Network Layer In the OSI Model
This section of the Network Layer In the OSI Model will explain the functions of the Network Layer for handling the data packets and integrating network protocols.

4. 00:05:37 Responsibilities of the Network Layer In the OSI Model
This section of the Network Layer In OSI Model tutorial will explain the responsibilities of the network layer in a network channel.

The “network layer” is responsible for breaking down the segments into data packets and reassembling them on the receiving end.
This layer also ensures that the packets are transmitted over the best possible route to the destination system, governed by Internet protocols.
The network layer handles these data packets by integrating them with source and destination addresses. It also adds protocols for proper transmission over the network channel to the data-link layer.

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✅ About Advanced Executive Program in Cybersecurity:

Become an industry-ready professional with an Advanced Executive Program in Cybersecurity and transform your career in 6 months. This course provides a high-engagement learning experience with real-world applications and is designed for individuals who want to start a new, more fulfilling career. This Advanced Executive Program in Cybersecurity will help you develop expertise in defensive cybersecurity, malware analysis, ethical hacking, and much more.

Key Features:

✅ Advanced Executive Program in Cybersecurity completion certificate from IIIT Bangalore
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✅ Get noticed by the top companies

✅ What are the eligibility criteria's for this Advanced Executive Program in Cybersecurity?

For admission to this Advanced Executive Program in Cybersecurity, candidates:
- Should have a bachelor's degree in any discipline with an average of 50% or higher marks
- Prior work experience of 1 years or more
- May have a non-programming background

✅ Will financial aid be provided for this Advanced Executive Program in Cybersecurity?

To ensure money is not a limiting factor in learning, we offer various financing options to help make this cyber security certification in India financially manageable. For more details, please refer to our "Admissions Fee and Financing" section.

✅ Learn more athttps://www.simplilearn.com/pgp-advanced-executive-program-in-cyber-security?utm_campaign=NetworkLayerInOSIModel&utm_medium=Description&utm_source=youtube


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🔥Explore Amazing Courses By Simplilearn: https://www.simplilearn.com/?u....tm_campaign=Convocat
&utm_medium=DescriptionFF&utm_source=youtube

Welcome to the 3rd Online Convocation for Caltech CTME on 20th October 2022 - Simplilearn 2022. Congratulations on your well-deserved success! Wishing you all great success ahead!

Chief Guest: Mr. Mike Ash, Director at Caltech CTME
Guest of honor from SimpliLearn: Mr. Kashyap Dalal

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This complete Machine Learning full course video covers all the topics that you need to know to become a master in the field of Machine Learning. It covers all the basics of Machine Learning, the different types of Machine Learning, and the various applications of Machine Learning used in different industries. This video will help you learn different Machine Learning algorithms in Python. Linear Regression, Logistic Regression, K Means Clustering, Decision Tree, and Support Vector Machines are some of the important algorithms you will understand with a hands-on demo. Finally, you will see the essential skills required to become a Machine Learning Engineer and come across a few important Machine Learning interview questions. Now, let's get started with Machine Learning.

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Dataset Link - https://drive.google.com/drive..../folders/15lSrc4176J

Below topics are explained in this Machine Learning course for beginners:
Table of contents
Basics of Machine Learning
Why Machine Learning
What is Machine Learning
Types of Machine Learning
Supervised Learning
Reinforcement Learning
Supervised VS Unsupervised
Linear Regression
Introduction to Machine Learning
Application of Linear Regression
Understanding Linear Regression
Regression Equation
Multiple Linear Regression
Logistic Regression
What is Logistic Regression
What is Linear Regression
Comparing Linear & Logistic Regression
What is K-Means Clustering
How does K-Means Clustering work
What is Decision Tree
How does Decision Tree work
Random Forest Tutorial
Why Random Forest
What is Random Forest
How does Decision Tree work-
K-Nearest Neighbors Algorithm Tutorial
Why KNN
What is KNN
How do we choose 'K'
When do we use KNN
Applications of Support Vector Machine
Why Support Vector Machine
What Support Vector Machine
Advantages of Support Vector Machine
What is Naive Bayes
Where is Naive Bayes used
Top 10 Application of Machine Learning
How to become a Machine Learning Engineer
Machine Learning Interview Questions

Subscribe to our channel for more Machine Learning Tutorials: https://www.youtube.com/user/S....implilearn?sub_confi

Download the Machine Learning Career Guide to explore and step into the exciting world of Machine Learning, and follow the path towards your dream career- https://bit.ly/3axFsY2

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About Simplilearn Machine Learning course:
A form of artificial intelligence, Machine Learning is revolutionizing the world of computing as well as all people’s digital interactions. Machine Learning powers such innovative automated technologies as recommendation engines, facial recognition, fraud protection and even self-driving cars.

Learn more at: https://www.simplilearn.com/big-data-and-analytics/machine-learning-certification-training-course?utm_campaign=MachineLearningFCJan5&utm_medium=Description&utm_source=youtube

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🔥Explore more about the Course here: https://www.simplilearn.com/general-management-certification-training-course?utm_campaign=GeneralManagementWebinar16May23&utm_medium=Description&utm_source=youtube

About the Webinar
IIM Indore invites you to join us for a career information session about general management. You’ll see how the Executive Certificate Program in General Management prepares you to advance in your management career in just six months. And you’ll receive an exclusive bonus just for attending the webinar!

What You’ll Find Out
Prof. Manoj Motiani from IIM Indore will share the following:

✅ The critical aspects of succeeding in general management
✅ The skills you will learn to help you move up in management
✅ Benefits of learning with IIM Indore
✅ How the Program Works

We will show you:

✅ The online learning platform
✅ The program curriculum
✅ The hands-on projects you’ll do
✅ Exclusive Job Assist Services Help Launch Your Career

You’ll learn how the program’s benefits continue beyond the certificate:

✅ Resume building & interview prep and practice
✅ Premium and confidential job board access
✅ Capstone project to share with employers via your personal portfolio

About the Speaker
Manoj Motiani
✅ Associate Professor of Marketing at IIM Indore
✅ Academic Researcher and Teacher
✅ Worked at Aditya Birla Group and Godrej

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⏩ Check out the Business management training videos: https://www.youtube.com/watch?v=NjOa6l4GFJA&list=PLEiEAq2VkUUIk2HnEsN-xgruMOtVgJK5g

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About Executive Certificate Program In General Management:
With IIM Indore's General Management program, you will gain an understanding of domains including Operations, HR, Business Strategy, and digital disruption. Understand the fundamentals of how business works and leverage it to support your organization’s strategy. Move from a functional strategy role to a business strategy role with thorough knowledge of the business environment and the new fundamentals of business strategy with this general management program from IIM Indore.

Key Features
✅ General Management certificate from IIM Indore
✅ IIM Indore Alumni status
✅ 3-day campus immersion at the IIM Indore campus, at additional cost
✅ Live classes from IIM Indore faculty
✅ Capstone projects mentored by IIM Indore faculty
✅ Simplilearn's JobAssist helps you get noticed by top hiring companies

Learning Path
✅ Induction Session for IIM Indore General Management Program
✅ EC GM - Foundations of Management
✅ EC GM - Economics for Business
✅ EC GM - Accounting and Financial Management
✅ EC GM - Ops & SCM
✅ EC GM - Marketing Management
✅ EC GM - HR
✅ EC GM - Business Analytics
✅ EC GM - Management & Leadership
✅ EC GM - Business Strategy
✅ EC GM - Design Thinking
✅ EC GM - Digital Disruption & Innovation
✅ EC GM - Capstone Project

Skills Covered
✅ General Management
✅ Economics
✅ Accounting
✅ Financial Management
✅ Operations
✅ Supply Chain Management
✅ Marketing
✅ Human Resource Management
✅ Business Analytics
✅ Leadership
✅ Business Strategy
✅ Design Thinking
✅ Digital Disruption
✅ Innovation

🔥🔥 Interested in Attending Live Classes? Call Us: IN - 18002127688 / US - +18445327688

👉Learn more at: https://www.simplilearn.com/general-management-certification-training-course?utm_campaign=GeneralManagementWebinar16May23&utm_medium=Description&utm_source=youtube

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Whether you're new to project management or looking to advance your skills, the PMP Bootcamp 2023 is designed to help you achieve your goals. You'll learn the essentials of project management, including how to plan, execute, and close projects successfully, as well as how to manage risks, budgets, and stakeholders effectively.

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PMP Bootcamp Content:
00:00:00 Intro
00:03:52 What is Project Management?
00:49:00 Project Planning
00:55:44 Project Planning in Excel
01:53:20 Project Cost Management
02:19:54 Project Quality Management
03:12:04 Project Communication Management
04:38:57 Best Project Management Tools
05:07:33 Agile Project Management
05:16:34 PMP Exam Prep
06:33:59 Project Manager Interview Questions

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➡️ Post Graduate Program In Project Management
This project management certificate program will cover strategization and management - project, program, risk, quality, complexity management, customer-centric digital transformation, PMO implementation, and agile and scrum skills; and allow you to earn 146 Professional Development Units (PDUs) for maintaining CCR for PMI certifications.

✅ Key Features
- Receive Post Graduate Program Certificate and Alumni Association Membership from UMass Amherst
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- Earn 146 PDUs for PMI related certifications with 35 contact hours and 4 simulation examinations to ace the PMP exam
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- Live classes entirely delivered by Simplilearn's expert instructors
- Capstone projects from 3 domains, 4 Harvard case studies, 17 hands-on projects and 15+ simulation exams

✅ Skills Covered
- Project Management
- Agile Management
- Project Risk Management
- Quality Management
- Lean six sigma green belt LSSGB
- Digital Transformation
- Design Thinking
- Customer experience design
- Leadership Skills

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For more information about Stanford’s Artificial Intelligence professional and graduate programs, visit: https://stanford.io/3qAoAeO

Professor Christopher Manning
Thomas M. Siebel Professor in Machine Learning, Professor of Linguistics and of Computer Science
Director, Stanford Artificial Intelligence Laboratory (SAIL)

To follow along with the course schedule and syllabus, visit: http://web.stanford.edu/class/....cs224n/index.html#sc