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Generative AI
2,442,076 Views · 4 years ago

Easy natural language generation with Transformers and PyTorch. We apply OpenAI's GPT-2 model to generate text in just a few lines of Python code.

Language generation is one of those natural language tasks that can really produce an incredible feeling of awe at how far the fields of machine learning and artificial intelligence have come.

GPT-1, 2, and 3 are OpenAI’s top language models — well known for their ability to produce incredibly natural, coherent, and genuinely interesting language.

In this article, we will take a small snippet of text and learn how to feed that into a pre-trained GPT-2 model using PyTorch and Transformers to produce high-quality language generation in just eight lines of code. We cover:

PyTorch and Transformers
- Data
Building the Model
- Initialization
- Tokenization
- Generation
- Decoding
Results

🤖 70% Discount on the NLP With Transformers in Python course:
https://bit.ly/3DFvvY5

Medium Article:
https://towardsdatascience.com..../text-generation-wit

Friend Link (free access):
https://towardsdatascience.com..../text-generation-wit?sk=930367d835f15abb4ef3164f7791e1b1

Thumbnail background by gustavo centurion on Unsplash
https://unsplash.com/photos/O6fs4ablxw8

Generative AI
6,509 Views · 3 years ago

🔥𝐄𝐝𝐮𝐫𝐞𝐤𝐚 𝐌𝐢𝐜𝐫𝐨𝐬𝐞𝐫𝐯𝐢𝐜𝐞𝐬 𝐀𝐫𝐜𝐡𝐢𝐭𝐞𝐜𝐭𝐮𝐫𝐞 𝐓𝐫𝐚𝐢𝐧𝐢𝐧𝐠 : https://www.edureka.co/microse....rvices-architecture- (𝐔𝐬𝐞 𝐂𝐨𝐝𝐞: 𝐘𝐎𝐔𝐓𝐔𝐁𝐄𝟐𝟎)
This Edureka's Microservices video on What are Microservices gives you an introduction to microservices and also shows the practical implementation of microservices with a demo.
Topics Covered:
00:00:00 Introduction
00:00:51 Before Microservices - Monolithic Architecture
00:02:14 Monolithic Architecture - Example
00:03:40 Monolithic Architecture - Challenges
00:07:26 What Is Microservice Architecture?
00:08:20 Microservice Architecture - Example
00:11:44 Features Of Microservice Architecture
00:12:57 Advantages of Microservice Architecture
00:14:20 Companies Using Microservices

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Generative AI
4,733 Views · 3 years ago

🔥𝐄𝐝𝐮𝐫𝐞𝐤𝐚 𝐌𝐢𝐜𝐫𝐨𝐬𝐞𝐫𝐯𝐢𝐜𝐞𝐬 𝐀𝐫𝐜𝐡𝐢𝐭𝐞𝐜𝐭𝐮𝐫𝐞 𝐓𝐫𝐚𝐢𝐧𝐢𝐧𝐠 : https://www.edureka.co/microse....rvices-architecture- (𝐔𝐬𝐞 𝐂𝐨𝐝𝐞: 𝐘𝐎𝐔𝐓𝐔𝐁𝐄𝟐𝟎)
This Edureka's video on Microservices Design Patterns talks about the top design patterns you can use to build applications. In this video, you will learn the following:
00:00:00 Introduction
00:01:29 Why do we need Design Patterns?
00:03:41 What are Design Patterns?
00:04:28 What are Microservices?
00:06:00 Principles behind Microservices
00:10:24 Microservices Design Patterns

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Generative AI
5,117 Views · 3 years ago

🔥Edureka DevOps Training: https://www.edureka.co/devops-....certification-traini
This Edureka "Simple DevOps Projects for Beginners - Part 2" video will help you in developing 3 simple projects. Here you will be working on the concepts of Continuous Integration, Continuous Delivery & Deployment. Two technologies in particular that the session surrounds itself around are Jenkins and Docker.

The first project is to teach you to compile a code that is present in GitHub, Review that code and Analyse the test cases present in the GitHub repository through building a Jenkins Pipeline.
Through the second project, you will learn to pull a Docker Image as well as spin your own Mutlicontainer Application using Docker Compose.
The final instalment will guide you to build a Docker image and then set up Jenkins to build and publish the image automatically, whenever you commit changes to your code repository.

🟠Codes and Dataset: https://bit.ly/2WJopxQ

Part 1 - https://youtu.be/PwSZpcl7vUE
Part 3 - https://youtu.be/qEKZLZYwO9o


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2. Course consists of 24 hours of online classes, 25 hours of assignment, 20 hours of project
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Generative AI
3,363 Views · 3 years ago

In this frontend web development project tutorial, you will improve your skills with HTML, CSS, JavaScript, TypeScript, & React. This video is a "sequel" to the Frontend Developer Bootcamp video we posted by the same creator. However, as long as you have a basic understanding of HTML, CSS, and JavaScript, you can start with this tutorial.

🎥 Web Development Bootcamp: https://www.youtube.com/watch?v=zJSY8tbf_ys

✏️ Created by @zachgoll

Section 1: Build a Tic Tac Toe game with Vanilla HTML/CSS/JS
Section 2: Refactor that game to use an MVC pattern and explore why this pattern is helpful
Section 3: Refactor the game to TypeScript, learning how to setup TypeScript from scratch and why it is useful
Section 4: Refactor the game to React + TypeScript, explaining how to setup React from scratch and exploring why React is useful and what problems it solves over a Vanilla approach

💻 Code: https://github.com/zachgoll/ti....c-tac-toe-subscriber

🔗 Post referenced in the course: https://www.zachgollwitzer.com..../posts/scripts-commo
🔗 Another post referenced: https://www.zachgollwitzer.com..../posts/imperative-pr

⭐️ Chapters⭐️
⌨️ (0:00:00) Introduction, resources, and prerequisites
⌨️ (0:07:50) Project setup and VSCode extensions
⌨️ (0:19:29) Build the UI with HTML and CSS
⌨️ (1:14:20) Add JavaScript interactivity to the project
⌨️ (3:01:19) Introduction to the MVC pattern
⌨️ (5:51:56) Refactoring app with TypeScript
⌨️ (5:54:46) Setting up TypeScript from scratch, what are benefits?
⌨️ (6:35:56) Start of refactor from Vanilla JavaScript to TypeScript
⌨️ (7:52:25) Why should you refactor your app to React?
⌨️ (8:01:37) The many ways to set up a React app
⌨️ (8:06:52) Setting up React from scratch
⌨️ (8:51:45) Initializing TypeScript in a React app from scratch
⌨️ (9:00:56) Refactoring vanilla app to React app

🎉 Thanks to our Champion and Sponsor supporters:
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Generative AI
3,618 Views · 3 years ago

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Generative AI
3,789 Views · 3 years ago

🔥𝐄𝐝𝐮𝐫𝐞𝐤𝐚 𝐀𝐖𝐒 𝐒𝐨𝐥𝐮𝐭𝐢𝐨𝐧 𝐀𝐫𝐜𝐡𝐢𝐭𝐞𝐜𝐭 𝐂𝐞𝐫𝐭𝐢𝐟𝐢𝐜𝐚𝐭𝐢𝐨𝐧 𝐓𝐫𝐚𝐢𝐧𝐢𝐧𝐠 𝐂𝐨𝐮𝐫𝐬𝐞: https://www.edureka.co/aws-certification-training (Use code "𝐘𝐎𝐔𝐓𝐔𝐁𝐄𝟐𝟎")
This "AWS S3 Tutorial for Beginners" video by Edureka will help you understand one of the most popular storage service, Amazon S3, and related concepts in detail. Following are the offerings of this video:
1. AWS Storage Services
2. What is AWS S3?
3. Buckets & Objects
4. Versioning & Cross Region Replication
5. Transfer Acceleration
6. S3 Demo and Use Case

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About Course :

What is the AWS Online Course?

This cloud computing platform holds 69% share of the global cloud computing market. Some of the prominent companies that use AWS as their backbone are Kelloggs, Netflix, Adobe, Airbnb and General Electric. Irrespective of the size of an organization, everyone has started to adopt cloud services in one way or the other, and AWS is the major player in the cloud services industry. AWS Certification Training from Edureka is designed to provide in-depth knowledge about its architectural principles and its services. The sessions will be conducted by industry practitioners who will train you to leverage AWS services to make the AWS infrastructure scalable, reliable, and highly available. This AWS online training is completely aligned to AWS Exam.

Who should go for this AWS Certification Training?

This AWS Course is designed for IT professionals who want to pursue a career in cloud computing and become an AWS Certified Solutions Architect. Our AWS Training Online helps you grab this opportunity and accelerate your career. It is best suited for:
Freshers
Developers and Architects
Professionals who want Project Experience in migrating and deploying AWS solutions
Professionals with IT Infrastructure background
Professionals with Virtualization experience
DevOps professionals
Professionals with an understanding of application, server, and network security and compliance




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