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Generative AI
2,749,812 Views · 4 years ago

AI Papers Reading and Coding - Transformer: Attention Is All You Need

Hôm nay chúng ta sẽ đọc và lập trình bài báo Transformer: Attention Is All You Need. Đây là video diễn giải phần tiếp theo: Decoder. Một ứng dụng nổi tiếng của Transformer Decoder chính là mô hình sinh GPT, bạn có thể sinh hình quả bơ từ một câu. :D

Đây chính là mô hình xương sống cho những mô hình Deep Learning trong xử lý ngôn ngữ tự nhiên hiện tại.

Code bài báo: https://github.com/bangoc123/transformer

Đây là nội dung trong chuỗi video Papers-Videos-Code: https://protonx.ai/papers-videos-code/

Generative AI
2,700,622 Views · 4 years ago

Don't Forget To Subscribe, Like & Share Subscribe, Like & Share
If you want me to upload some courses please tell me in the comments. Don't Forget To Subscribe, Like & Share
If you want me to upload some courses please tell me in the comments.

INTRODUCTION TO DEEP LEARNING
0:00:00 Welcome
0:05:31 What is a Neural Network
0:12:48 Supervised Learning with Neural Network
0:21:17 Why is Deep Learing taking off
0:31:38 About this course
0:34:06 Geoffrey Hinton Interview

NEURAL NETWORKS BASICS
1:14:28 Binary Classification
1:22:52 Logistic Regression
1:28:51 Logistic Regression Cost Function
1:37:03 Gradient Descent
1:48:26 Derivatives
1:55:37 More Derivative Example
2:06:04 Computation Graph
2:09:38 Derivatives With a Computation Graph
2:24:12 Logistic Regression Gradient Descent
2:30:54 Gradient Descent on m Examples
2:38:55 Vectorization
2:46:59 More Vectorization Examples
2:53:18 Vectorization Logistic Regression
3:00:50 Vectorization Logistic Regression Gradient Output
3:10:28 Broadcasting in PYthon
3:21:34 A Note on Python Numpy Vectors
3:28:23 Quick tour of jupyter iPython Notebooks
3:32:06 Explanation of Logistics Regression Cost Function (optional)
3:39:21 Pieter Abbeel Interview

SHALLOW NEURAL NETWORKS
3:55:25 Neural Network Overview
3:59:51 Neural Network Representation
4:05:05 computing a Neural Network's output
4:15:03 Vectorizing Across Multiple Examples
4:24:09 Explantion for Vectorized Implementation
4:31:46 Activation Functions
4:42:43 Why do you need Non-Linear Activation Functions
4:48:19 Derivatives of Activation Functions
4:56:16 Gradient Descent for Neural Networks
5:06:14 Backpropagation Intuition (Optional)
5:22:02 Random Initialization
5:30:00 Ian Goodfellow Interview

DEEP NEURAL NETWORKS
5:44:56 Deep L-layer Neural Network
5:50:47 Forward Propagation in a Deep Network
5:58:02 Getting your Matrix Dimentions Right
6:09:12 Why Deep Representations
6:19:46 Building Blocks of Deep Neural Networks
6:28:19 Forward and Backward propagation
6:38:49 Parameters vs Hyperparameters
6:46:06 What does this have to do with brain


By the end, you will be familiar with the significant technological trends driving the rise of deep learning; build, train, and apply fully connected deep neural networks; implement efficient (vectorized) neural networks; identify key parameters in a neural network’s architecture; and apply deep learning to your own applications.

⭐ Important Notes ⭐
⌨️ The creator of this course is Deeplearning.ai (Andrew Ng)

Note: If you have any copyright issue with the content used in our channel or you find something that belongs to you, before you claim it to Youtube, SEND US A MESSAGE and the respective content will be DELETED right away. Thanks for understanding.

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Generative AI
1,944,949 Views · 3 years ago

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Generative AI
206,515 Views · 3 years ago

🔥𝐄𝐝𝐮𝐫𝐞𝐤𝐚 𝐒𝐩𝐫𝐢𝐧𝐠 𝐅𝐫𝐚𝐦𝐞𝐰𝐨𝐫𝐤 𝐂𝐞𝐫𝐭𝐢𝐟𝐢𝐜𝐚𝐭𝐢𝐨𝐧 𝐓𝐫𝐚𝐢𝐧𝐢𝐧𝐠 - https://www.edureka.co/spring-framework (𝐔𝐬𝐞 𝐂𝐨𝐝𝐞: 𝐘𝐎𝐔𝐓𝐔𝐁𝐄𝟐𝟎)
This Edureka "Spring Interview Questions and Answers" tutorial video will help you to prepare yourself for Spring Framework Interviews. This tutorial is ideal for freshers as well as experienced also. Learn about the most important Spring Framework interview questions and answers and know what will set you apart in the interview process. This video helps you to learn following topics:
0:00 Introduction
00:0:25 Spring Framework in Market
00:01:27 Spring Framework Job Trends
00:03:22 Spring Interview Questions-General
00:09:47 Spring Interview Questions-Di/loC
00:16:04 Spring Interview Questions-DI/IOC
00:34:22 Spring Interview Questions-Beans
00:37:27 Spring Interview Questions-Annotations
00:39:54 Spring Interview Questions-Data Access
00:43:00 Spring Interview Questions-AOP
00:48:19 Spring Interview Questions-MVC

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

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Generative AI
7,090 Views · 3 years ago

🔥Edureka 𝐀𝐳𝐮𝐫𝐞 𝐒𝐨𝐥𝐮𝐭𝐢𝐨𝐧𝐬 𝐀𝐫𝐜𝐡𝐢𝐭𝐞𝐜𝐭 𝐓𝐫𝐚𝐢𝐧𝐢𝐧𝐠 Course Use code (𝐘𝐎𝐔𝐓𝐔𝐁𝐄𝟐𝟎): https://www.edureka.co/microso....ft-certified-azure-s
This Edureka Azure Tutorial will give you a gist of the kind of questions that you may face in your interviews on Microsoft Azure. The concepts explained here are essential for any Solution Architect in the making.

📝Feel free to comment your doubts in the comment section below, and we will be happy to answer📝

Following pointers are covered in this video:
00:00 Introduction
01:15 Agenda
01:25 What is microsoft Azure?
01:55 What is Azure DevOps?
02:25 Azure Devops Interview Questions
14:47 Azure DevOpsInterview questions (Scenario based)

- - - - - - - - - - - - - -
📝Feel free to comment your doubts in the comment section below, and we will be happy to answer📝

-------𝐄𝐝𝐮𝐫𝐞𝐤𝐚 𝐎𝐧𝐥𝐢𝐧𝐞 𝐓𝐫𝐚𝐢𝐧𝐢𝐧𝐠 𝐚𝐧𝐝 𝐂𝐞𝐫𝐭𝐢𝐟𝐢𝐜𝐚𝐭𝐢𝐨𝐧---------

🔵 DevOps Online Training:https://bit.ly/3r7xtvQ
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--------𝐄𝐝𝐮𝐫𝐞𝐤𝐚 𝐏𝗼𝘀𝘁 𝗚𝗿𝗮𝗱𝘂𝗮𝘁𝗲 𝐂𝐨𝐮𝐫𝐬𝐞𝐬--------
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⏩𝐓𝐨𝐩 𝟏𝟎 𝐓𝐞𝐜𝐡𝐧𝐨𝐥𝐨𝐠𝐢𝐞𝐬 𝐭𝐨 𝐋𝐞𝐚𝐫𝐧 𝐢𝐧 𝟐𝟎𝟐𝟮: https://bit.ly/3yhEs7S
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Is there any eligibility criteria for this program?
A potential candidate must have one of the following prerequisites: Degrees like BCA, MCA, and B.Tech or Programming experience Should have studied PCM in 10+2

- - - - - - - - - - - - -
𝐀𝐛𝐨𝐮𝐭 𝐭𝐡𝐞 𝐂𝐨𝐮𝐫𝐬𝐞
The Azure Architect training is designed in alignment with Microsoft Azure AZ 303 & AZ 304 Examination. This will give you a thorough knowledge of various Azure Services, including PaaS, IaaS, and SaaS features.

𝐖𝐡𝐚𝐭 𝐢𝐬 𝐭𝐡𝐞 𝐀𝐳𝐮𝐫𝐞 𝐀𝐫𝐜𝐡𝐢𝐭𝐞𝐜𝐭 𝐂𝐞𝐫𝐭𝐢𝐟𝐢𝐜𝐚𝐭𝐢𝐨𝐧 (𝐀𝐙 𝟑𝟎𝟑 𝐚𝐧𝐝 𝐀𝐙 𝟑𝟎𝟒)?
You will be made familiar with the design and implementation of various components of cloud solutions including Security, Monitoring, and Migration.

𝐖𝐡𝐚𝐭 𝐚𝐫𝐞 𝐭𝐡𝐞 𝐩𝐫𝐞𝐫𝐞𝐪𝐮𝐢𝐬𝐢𝐭𝐞𝐬 𝐟𝐨𝐫 𝐄𝐝𝐮𝐫𝐞𝐤𝐚'𝐬 𝐌𝐢𝐜𝐫𝐨𝐬𝐨𝐟𝐭 𝐀𝐳𝐮𝐫𝐞 𝐓𝐫𝐚𝐢𝐧𝐢𝐧𝐠?
Following are the prerequisites for Microsoft Azure Solution Architect training:
Foundational knowledge on Cloud architecture
Fundamentals of Cloud Computing
Basic understanding of virtualization, networking & databases
Proficiency in using Visual Studio IDE, PowerShell and Command-Line Interface
Coding experience in C# (.NET Framework) - Optional

For more information, Please write back to us at [email protected] or call us at IND: 9606058406 / US: 18338555775 (toll free).

Generative AI
5,575 Views · 3 years ago

🔥𝐄𝐝𝐮𝐫𝐞𝐤𝐚 𝐂𝐲𝐛𝐞𝐫 𝐒𝐞𝐜𝐮𝐫𝐢𝐭𝐲 𝐓𝐫𝐚𝐢𝐧𝐢𝐧𝐠 : https://www.edureka.co/cyberse....curity-certification 𝐂𝐨𝐝𝐞: 𝐘𝐎𝐔𝐓𝐔𝐁𝐄𝟐𝟎)
Cryptography is essential to protect the information shared across the internet. This video on What is cryptography explains you the fundamental concepts along with various encryption techniques. Below are the topics covered in this tutorial:
1. What is Cryptography?
2. Classification of Cryptography
3. How various Cryptographic Algorithm Works?
4. Demo: RSA Cryptography

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🔴 𝐄𝐝𝐮𝐫𝐞𝐤𝐚 𝐎𝐧𝐥𝐢𝐧𝐞 𝐓𝐫𝐚𝐢𝐧𝐢𝐧𝐠 𝐚𝐧𝐝 𝐂𝐞𝐫𝐭𝐢𝐟𝐢𝐜𝐚𝐭𝐢𝐨𝐧𝐬

🔵 DevOps Online Training: http://bit.ly/3VkBRUT
🌕 AWS Online Training: http://bit.ly/3ADYwDY
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🔴 𝐄𝐝𝐮𝐫𝐞𝐤𝐚 𝐑𝐨𝐥𝐞-𝐁𝐚𝐬𝐞𝐝 𝐂𝐨𝐮𝐫𝐬𝐞𝐬

🔵 DevOps Engineer Masters Program: http://bit.ly/3Oud9PC
🌕 Cloud Architect Masters Program: http://bit.ly/3OvueZy
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🔵 Machine Learning Engineer Masters Program: http://bit.ly/3AEq4c4
🌕 Business Intelligence Masters Program: http://bit.ly/3UZPqJz
🔵 Python Developer Masters Program: http://bit.ly/3EV6kDv
🌕 RPA Developer Masters Program: http://bit.ly/3OteYfP
🔵 Web Development Masters Program: http://bit.ly/3U9R5va
🌕 Computer Science Bootcamp Program : http://bit.ly/3UZxPBy
🔵 Cyber Security Masters Program: http://bit.ly/3U25rNR
🌕 Full Stack Developer Masters Program : http://bit.ly/3tWCE2S
🔵 Automation Testing Engineer Masters Program : http://bit.ly/3AGXg2J
🌕 Python Developer Masters Program : https://bit.ly/3EV6kDv
🔵 Azure Cloud Engineer Masters Program: http://bit.ly/3AEBHzH

🔴 𝐄𝐝𝐮𝐫𝐞𝐤𝐚 𝐔𝐧𝐢𝐯𝐞𝐫𝐬𝐢𝐭𝐲 𝐏𝐫𝐨𝐠𝐫𝐚𝐦𝐬

🌕 Professional Certificate Program in DevOps with Purdue University: https://bit.ly/3Ov52lT

🔵 Advanced Certificate Program in Data Science with E&ICT Academy, IIT Guwahati: http://bit.ly/3V7ffrh

🌕 Artificial and Machine Learning PGD with E&ICT Academy
NIT Warangal: http://bit.ly/3OuZ3xs

📢📢 𝐓𝐨𝐩 𝟏𝟎 𝐓𝐫𝐞𝐧𝐝𝐢𝐧𝐠 𝐓𝐞𝐜𝐡𝐧𝐨𝐥𝐨𝐠𝐢𝐞𝐬 𝐭𝐨 𝐋𝐞𝐚𝐫𝐧 𝐢𝐧 2023 𝐒𝐞𝐫𝐢𝐞𝐬 📢📢
⏩ NEW Top 10 Technologies To Learn In 2023 - https://youtu.be/udD_GQVDt5g

📌𝐓𝐞𝐥𝐞𝐠𝐫𝐚𝐦: https://t.me/edurekaupdates
📌𝐓𝐰𝐢𝐭𝐭𝐞𝐫: https://twitter.com/edurekain
📌𝐋𝐢𝐧𝐤𝐞𝐝𝐈𝐧: https://www.linkedin.com/company/edureka
📌𝐈𝐧𝐬𝐭𝐚𝐠𝐫𝐚𝐦: https://www.instagram.com/edureka_learning/
📌𝐅𝐚𝐜𝐞𝐛𝐨𝐨𝐤: https://www.facebook.com/edurekaIN/
📌𝐒𝐥𝐢𝐝𝐞𝐒𝐡𝐚𝐫𝐞: https://www.slideshare.net/EdurekaIN
📌𝐂𝐚𝐬𝐭𝐛𝐨𝐱: https://castbox.fm/networks/505?country=IN
📌𝐌𝐞𝐞𝐭𝐮𝐩: https://www.meetup.com/edureka/
📌𝐂𝐨𝐦𝐦𝐮𝐧𝐢𝐭𝐲: https://www.edureka.co/community/


Got a question on the topic? Please share it in the comment section below and our experts will answer it for you.

Please write back to us at [email protected] or call us at IND: 9606058406 / US: 18338555775 (toll-free) for more information.

Generative AI
3,835 Views · 3 years ago

In this machine learning course, you will learn how to build AlphaZero from scratch. AlphaZero is a game-playing algorithm that uses artificial intelligence and machine learning techniques to learn how to play board games at a superhuman level.

🔗 Trained Models + Code for each Chapter: https://github.com/foersterrob....ert/AlphaZeroFromScr
🔗 AlphaZero-Paper: https://arxiv.org/pdf/1712.01815.pdf

✏️ Robert Förster created this course.
Website: https://robertfoerster.com/

⭐️ Contents ⭐️
⌨️ (0:00:00) Introduction
⌨️ (0:01:35) Overview – Part 1
⌨️ (0:05:43) MCTS-Explained
⌨️ (0:27:03) AlphaMCTS-Explained
⌨️ (0:39:05) Overview – Part 2
⌨️ (0:45:14) Chapter 1: TicTacToe
⌨️ (1:00:32) Chapter 2: MCTS
⌨️ (1:34:54) Chapter 3: Model
⌨️ (2:03:09) Chapter 4: AlphaMCTS
⌨️ (2:16:39) Chapter 5: AlphaSelfPlay
⌨️ (2:35:13) Chapter 6: AlphaTrain
⌨️ (2:47:15) Chapter 7: AlphaTweaks
⌨️ (3:08:18) Chapter 8: ConnectFour
⌨️ (3:21:48) Chapter 9: AlphaParallel
⌨️ (3:55:59) Chapter 10: Eval

🎉 Thanks to our Champion and Sponsor supporters:
👾 Nattira Maneerat
👾 Heather Wcislo
👾 Serhiy Kalinets
👾 Erdeniz Unvan
👾 Justin Hual
👾 Agustín Kussrow
👾 Otis Morgan

--

Learn to code for free and get a developer job: https://www.freecodecamp.org

Read hundreds of articles on programming: https://freecodecamp.org/news

Generative AI
3,880 Views · 3 years ago

🔥𝐄𝐝𝐮𝐫𝐞𝐤𝐚 𝐒𝐚𝐥𝐞𝐬𝐟𝐨𝐫𝐜𝐞 𝐂𝐞𝐫𝐭𝐢𝐟𝐢𝐜𝐚𝐭𝐢𝐨𝐧 𝐓𝐫𝐚𝐢𝐧𝐢𝐧𝐠 : https://www.edureka.co/salesfo....rce-administrator-an (𝐔𝐬𝐞 𝐂𝐨𝐝𝐞: 𝐘𝐎𝐔𝐓𝐔𝐁𝐄𝟐𝟎)
This "Workflow in Salesforce" video by Edureka will help you understand what exactly is workflow in salesforce. It will also talk about the criteria and the various actions that can be automated using workflow in salesforce. Finally, we will then conclude the session with a demo, which will explain how to create a workflow rule in salesforce.
Topics Covered:
00:00:00 Introduction
00:00:27 Agenda
00:01:01 What are workflow rules
00:02:40 Types of action in workflow
00:05:36 Evaluation criteria for workflow
00:07:35 Use cases
00:10:04 Demo Create a workflow rule

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🔴 𝐄𝐝𝐮𝐫𝐞𝐤𝐚 𝐎𝐧𝐥𝐢𝐧𝐞 𝐓𝐫𝐚𝐢𝐧𝐢𝐧𝐠 𝐚𝐧𝐝 𝐂𝐞𝐫𝐭𝐢𝐟𝐢𝐜𝐚𝐭𝐢𝐨𝐧𝐬

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🔴 𝐄𝐝𝐮𝐫𝐞𝐤𝐚 𝐑𝐨𝐥𝐞-𝐁𝐚𝐬𝐞𝐝 𝐂𝐨𝐮𝐫𝐬𝐞𝐬

🔵 DevOps Engineer Masters Program: http://bit.ly/3Oud9PC
🌕 Cloud Architect Masters Program: http://bit.ly/3OvueZy
🔵 Data Scientist Masters Program: http://bit.ly/3tUAOiT
🌕 Big Data Architect Masters Program: http://bit.ly/3tTWT0V
🔵 Machine Learning Engineer Masters Program: http://bit.ly/3AEq4c4
🌕 Business Intelligence Masters Program: http://bit.ly/3UZPqJz
🔵 Python Developer Masters Program: http://bit.ly/3EV6kDv
🌕 RPA Developer Masters Program: http://bit.ly/3OteYfP
🔵 Web Development Masters Program: http://bit.ly/3U9R5va
🌕 Computer Science Bootcamp Program : http://bit.ly/3UZxPBy
🔵 Cyber Security Masters Program: http://bit.ly/3U25rNR
🌕 Full Stack Developer Masters Program : http://bit.ly/3tWCE2S
🔵 Automation Testing Engineer Masters Program : http://bit.ly/3AGXg2J
🌕 Python Developer Masters Program : https://bit.ly/3EV6kDv
🔵 Azure Cloud Engineer Masters Program: http://bit.ly/3AEBHzH

🔴 𝐄𝐝𝐮𝐫𝐞𝐤𝐚 𝐔𝐧𝐢𝐯𝐞𝐫𝐬𝐢𝐭𝐲 𝐏𝐫𝐨𝐠𝐫𝐚𝐦𝐬

🌕 Post Graduate Program in DevOps with Purdue University: https://bit.ly/3Ov52lT

🔵 Advanced Certificate Program in Data Science with E&ICT Academy, IIT Guwahati: http://bit.ly/3V7ffrh


📌𝐓𝐞𝐥𝐞𝐠𝐫𝐚𝐦: https://t.me/edurekaupdates
📌𝐓𝐰𝐢𝐭𝐭𝐞𝐫: https://twitter.com/edurekain
📌𝐋𝐢𝐧𝐤𝐞𝐝𝐈𝐧: https://www.linkedin.com/company/edureka
📌𝐈𝐧𝐬𝐭𝐚𝐠𝐫𝐚𝐦: https://www.instagram.com/edureka_learning/
📌𝐅𝐚𝐜𝐞𝐛𝐨𝐨𝐤: https://www.facebook.com/edurekaIN/
📌𝐒𝐥𝐢𝐝𝐞𝐒𝐡𝐚𝐫𝐞: https://www.slideshare.net/EdurekaIN
📌𝐂𝐚𝐬𝐭𝐛𝐨𝐱: https://castbox.fm/networks/505?country=IN
📌𝐌𝐞𝐞𝐭𝐮𝐩: https://www.meetup.com/edureka/
📌𝐂𝐨𝐦𝐦𝐮𝐧𝐢𝐭𝐲: https://www.edureka.co/community/

Please write back to us at [email protected] or call us at IND: 9606058406 / US: 18338555775 (toll-free) for more information.

Generative AI
3,584 Views · 3 years ago

🔥𝐄𝐝𝐮𝐫𝐞𝐤𝐚 𝐂𝐲𝐛𝐞𝐫 𝐒𝐞𝐜𝐮𝐫𝐢𝐭𝐲 𝐓𝐫𝐚𝐢𝐧𝐢𝐧𝐠 : https://www.edureka.co/cyberse....curity-certification 𝐂𝐨𝐝𝐞: 𝐘𝐎𝐔𝐓𝐔𝐁𝐄𝟐𝟎)
This Edureka video on "Cybersecurity Interview Questions and Answers" consists of 50 questions from multiple cybersecurity domains which will help you in preparation of your interviews. Watch it now!!
0:00 Introduction
0:35 What do you mean by Cybersecurity?
1:42 What do you have on your home network?
3:12 Tell me the difference between Symmetric and Asymmetric Encryption
3:47 What is CIA triad?
5:16 How do you report Risks?
6:14 What do you know about Cybersecurity Frameworks?
6:58 What is Weak Information Security?
7:31 What's the better approach of setting up a firewall?
9:30 What are Salted Hashes?
10:02 How identity theft could be prevented?
11:26 State differences between encoding, hashing and encryption
12:34 What steps will you take to secure a server?
13:41 Why do you need DNS monitoring?
14:25 What is a three-way handshake?
14:51 What are the Black hat, white hat and grey hat hackers?
16:05 How often should you perform Patch management?
16:25 What do you know about application security?
16:46 Differentiate between penetration testing and software testing?
18:02 Tell me about some common Cyber Threats
20:09 What are different Ost layers? What is the job of Network layer?
21:02 How would you reset a password-protected BIOS configuration?
22:18 What is data protection in transit vs data protection at rest?
23:21 Tell me the differences between Cybersecurity and Network Security?
24:41 What is an ARP and how does it work?
25:30 What is 25A and how can it be implemented for the public websites?
26:07 What techniques can be used to prevent brute force login attack?
26:36 What is Cognitive Cybersecurity?
27:01 What is port blocking within LAN?
27:20 What is the difference between VPN and VLAN?
27:52 What protocols falls under TCP/IP internet layer?
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📝Feel free to share your list of top 10 trending technologies to learn in 2023 in the comments below.📝

🔴 𝐄𝐝𝐮𝐫𝐞𝐤𝐚 𝐎𝐧𝐥𝐢𝐧𝐞 𝐓𝐫𝐚𝐢𝐧𝐢𝐧𝐠 𝐚𝐧𝐝 𝐂𝐞𝐫𝐭𝐢𝐟𝐢𝐜𝐚𝐭𝐢𝐨𝐧𝐬

🔵 DevOps Online Training: http://bit.ly/3VkBRUT
🌕 AWS Online Training: http://bit.ly/3ADYwDY
🔵 React Online Training: http://bit.ly/3Vc4yDw
🌕 Tableau Online Training: http://bit.ly/3guTe6J
🔵 Power BI Online Training: http://bit.ly/3VntjMY
🌕 Selenium Online Training: http://bit.ly/3EVDtis
🔵 PMP Online Training: http://bit.ly/3XugO44
🌕 Salesforce Online Training: http://bit.ly/3OsAXDH
🔵 Cybersecurity Online Training: http://bit.ly/3tXgw8t
🌕 Java Online Training: http://bit.ly/3tRxghg
🔵 Big Data Online Training: http://bit.ly/3EvUqP5
🌕 RPA Online Training: http://bit.ly/3GFHKYB
🔵 Python Online Training: http://bit.ly/3Oubt8M
🌕 Azure Online Training: http://bit.ly/3i4P85F
🔵 GCP Online Training: http://bit.ly/3VkCzS3
🌕 Microservices Online Training: http://bit.ly/3gxYqqv
🔵 Data Science Online Training: http://bit.ly/3V3nLrc
🌕 CEHv12 Online Training: http://bit.ly/3Vhq8Hj
🔵 Angular Online Training: http://bit.ly/3EYcCTe

🔴 𝐄𝐝𝐮𝐫𝐞𝐤𝐚 𝐑𝐨𝐥𝐞-𝐁𝐚𝐬𝐞𝐝 𝐂𝐨𝐮𝐫𝐬𝐞𝐬

🔵 DevOps Engineer Masters Program: http://bit.ly/3Oud9PC
🌕 Cloud Architect Masters Program: http://bit.ly/3OvueZy
🔵 Data Scientist Masters Program: http://bit.ly/3tUAOiT
🌕 Big Data Architect Masters Program: http://bit.ly/3tTWT0V
🔵 Machine Learning Engineer Masters Program: http://bit.ly/3AEq4c4
🌕 Business Intelligence Masters Program: http://bit.ly/3UZPqJz
🔵 Python Developer Masters Program: http://bit.ly/3EV6kDv
🌕 RPA Developer Masters Program: http://bit.ly/3OteYfP
🔵 Web Development Masters Program: http://bit.ly/3U9R5va
🌕 Computer Science Bootcamp Program : http://bit.ly/3UZxPBy
🔵 Cyber Security Masters Program: http://bit.ly/3U25rNR
🌕 Full Stack Developer Masters Program : http://bit.ly/3tWCE2S
🔵 Automation Testing Engineer Masters Program : http://bit.ly/3AGXg2J
🌕 Python Developer Masters Program : https://bit.ly/3EV6kDv
🔵 Azure Cloud Engineer Masters Program: http://bit.ly/3AEBHzH

🔴𝐄𝐝𝐮𝐫𝐞𝐤𝐚 𝐔𝐧𝐢𝐯𝐞𝐫𝐬𝐢𝐭𝐲 𝐏𝐫𝐨𝐠𝐫𝐚𝐦𝐬

🌕 Professional Certificate Program in DevOps with Purdue University: https://bit.ly/3Ov52lT

🔵 Advanced Certificate Program in Data Science with E&ICT Academy, IIT Guwahati: http://bit.ly/3V7ffrh

🌕 Artificial and Machine Learning PGD with E&ICT Academy
NIT Warangal: http://bit.ly/3OuZ3xs

📢📢 𝐓𝐨𝐩 𝟏𝟎 𝐓𝐫𝐞𝐧𝐝𝐢𝐧𝐠 𝐓𝐞𝐜𝐡𝐧𝐨𝐥𝐨𝐠𝐢𝐞𝐬 𝐭𝐨 𝐋𝐞𝐚𝐫𝐧 𝐢𝐧 2023 𝐒𝐞𝐫𝐢𝐞𝐬 📢📢
⏩ NEW Top 10 Technologies To Learn In 2023 - https://youtu.be/udD_GQVDt5g

📌𝐓𝐞𝐥𝐞𝐠𝐫𝐚𝐦: https://t.me/edurekaupdates
📌𝐓𝐰𝐢𝐭𝐭𝐞𝐫: https://twitter.com/edurekain
📌𝐋𝐢𝐧𝐤𝐞𝐝𝐈𝐧: https://www.linkedin.com/company/edureka
📌𝐈𝐧𝐬𝐭𝐚𝐠𝐫𝐚𝐦: https://www.instagram.com/edureka_learning/
📌𝐅𝐚𝐜𝐞𝐛𝐨𝐨𝐤: https://www.facebook.com/edurekaIN/
📌𝐒𝐥𝐢𝐝𝐞𝐒𝐡𝐚𝐫𝐞: https://www.slideshare.net/EdurekaIN
📌𝐂𝐚𝐬𝐭𝐛𝐨𝐱: https://castbox.fm/networks/505?country=IN
📌𝐌𝐞𝐞𝐭𝐮𝐩: https://www.meetup.com/edureka/
📌𝐂𝐨𝐦𝐦𝐮𝐧𝐢𝐭𝐲: https://www.edureka.co/community/

Generative AI
3,009 Views · 3 years ago

🔥Artificial Intelligence Engineer Program (Discount Coupon: YTBE15): https://www.simplilearn.com/masters-in-artificial-intelligence?utm_campaign=AIAndDLLive10Feb2022&utm_medium=DescriptionFirstFold&utm_source=youtube
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This video on Artificial Intelligence and Deep Learning full course will help us understand the basics of artificial intelligence and Deep Learning and the different algorithms used to build AI models.

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Future of AI
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Artificial Intelligence is the process of building intelligent machines from vast volumes of data. Systems learn from past learning and experiences and perform human-like tasks. It enhances the speed, precision, and effectiveness of human efforts. AI uses complex algorithms and methods to build machines that can make decisions on their own. Machine Learning and Deep learning forms the core of Artificial Intelligence.

What is Deep Learning?
Deep learning can be considered as a subset of machine learning. It is a field that is based on learning and improving on its own by examining computer algorithms. While machine learning uses simpler concepts, deep learning works with artificial neural networks, which are designed to imitate how humans think and learn. Until recently, neural networks were limited by computing power and thus were limited in complexity. However, advancements in Big Data analytics have permitted larger, sophisticated neural networks, allowing computers to observe, learn, and react to complex situations faster than humans. Deep learning has aided image classification, language translation, speech recognition. It can be used to solve any pattern recognition problem and without human intervention.

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Generative AI
2,879 Views · 3 years ago

🔥Artificial Intelligence Engineer Program (Discount Coupon: YTBE15): https://www.simplilearn.com/masters-in-artificial-intelligence?utm_campaign=CrossValidationInMachineLearningDec21&utm_medium=Descriptionff&utm_source=youtube
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In this video on Cross Validation you will learn to select the best machine learning model for your data. We will start off by finding out why cross validation is important. We will then move on to cross validation and the steps involved in the process. We will then cover some common cross validation models and see why cross validation is better that train-test-split.

00:00:00 Need for Cross-Validation
00:02:13 What is Cross-Validation?
00:04:24 Steps involved in Cross-Validation
00:05:42 Cross-validation models
00:11:44 Cross-validation over train-test-split

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Generative AI
3,819 Views · 3 years ago

MIT Introduction to Deep Learning 6.S191: Lecture 5
Robust and Trustworthy Deep Learning
Lecturer: Sadhana Lolla (Themis AI, https://themisai.io)
2023 Edition

For all lectures, slides, and lab materials: http://introtodeeplearning.com​

Lecture Outline
0:00 - Introduction and Themis AI
3:46 - Background
7:29 - Challenges for Robust Deep Learning
8:24 - What is Algorithmic Bias?
14:13 - Class imbalance
16:25 - Latent feature imbalance
20:30 - Debiasing variational autoencoder (DB-VAE)
23:24 - DB-VAE mathematics
27:40 - Uncertainty in deep learning
29:50 - Types of uncertainty in AI
32:48 - Aleatoric vs epistemic uncertainty
33:29 - Estimating aleatoric uncertainty
37:42 - Estimating epistemic uncertainty
44:11 - Evidential deep learning
46:44 - Recap of challenges
47:14 - How Themis AI is transforming risk-awareness of AI
49:30 - Capsa: Open-source risk-aware AI wrapper
51:51 - Unlocking the future of trustworthy AI


Subscribe to stay up to date with new deep learning lectures at MIT, or follow us @MITDeepLearning on Twitter and Instagram to stay fully-connected!!

Generative AI
3,064 Views · 3 years ago

Photoshop has received many updates over the years, but nothing has added a powerful feature. With the new Premiere Pro beta, you can now officially use Adobe Firefly in Photoshop, opening tons of doors. This is truly next-level and a significant update for the future of Photoshop. This guide shows you how to install and use this latest feature in the beta version of Premiere Pro - I will show you how to install that if you don't already have it.

You can use this AI to (among other things):
- Generate people or objects
- Fill areas or backgrounds to replace parts of a scene or replace it entirely. You can even use AI to select a subject or the background automatically!
- Remove objects, replace objects
- Recolour objects or replace them with something else entirely
- Extend images - This is super powerful. You can take an image and expand it past the borders creating new information.

Most of these have been available in Stable Diffusion for a long time... In fact all of these -- But this is the first time Adobe has release an AI tool this powerful for Photoshop in an official update!

Adobe guide on Generative AI in Photoshop: https://helpx.adobe.com/photos....hop/using/generative
Adobe AI license: https://www.adobe.com/go/adobe....-gen-ai-user-guideli

Timestamps:
0:00 - Explanation
0:22 - Download Photoshop Beta update
1:13 - Enabling Generative AI in Photoshop
2:00 - Replace Background AI
2:34 - Selecting variations
3:07 - Generating more variations
3:40 - Generating objects
4:10 - Extending images
5:15 - Replace objects
6:19 - Removing objects/people
6:35 - Limitations
7:46 - Swapping objects, clothes and more

#Photoshop #AI #StableDiffusion
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Everything in this video is my personal opinion and experience and should not be considered professional advice. Always do your own research and ensure what you're doing is safe.

Generative AI
3,374 Views · 3 years ago

Join My English Mindset and transform the way you think and feel about your English: https://bit.ly/3WdR0r1

#chatgpt #ai #openai ChatGPT is a FREE computer program that will change the way you practice English forever. In today’s video, I’ll walk you through how to use OpenAI ChatGPT to enhance your vocabulary, grammar, conversation, exam prep and so much more. It will completely transform the way you practice in ways you wouldn’t believe are possible!

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Do you change your voice when you speak English? Here’s why
https://youtu.be/qFbjwopad7c
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10 ways to DESTROY your English Fluency https://youtu.be/36KgqKYdWhY

Generative AI
3,735 Views · 3 years ago

Video demonstrates the fine-tuning of the GPT2 model for custom natural language generation tasks. Steps covered for training the GPT2 model:
1. Data Preparation for our own use-case.
2. Model Download.
3.Fine-Tune the Model settings.
4.Train the model.
5.Evaluate the Performance using Tensorboard.
6.Generate the Next Sentence for a given piece of Sentence from our trained vocabulary.

Links:
SimpleTransformer: https://simpletransformers.ai/docs/lm-specifics/
Notebook Link: https://github.com/karndeepsin....gh/Custom-Next-Sente

Train Custom NER model using Bert: https://www.youtube.com/watch?v=uKPBkendlxw&t=16s

Train Custom Text Classification using BERT: https://www.youtube.com/watch?v=irU1q0kXekE

Text Annotation For NLP tasks: https://www.youtube.com/watch?v=vT-GE_jssPk&t=1s


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Generative AI
4,237 Views · 3 years ago

GPT-3 was in all news its Human-like Text Generation capabilities. Shame it was never opensourced by Open AI (!). Hence EleutherAI with a bunch of researchers set out to create a true GPT-3 open-source alternative and GPT-J-6B is the product of those efforts.

GPT-J-6B is a 6 billion parameter, autoregressive text generation model trained on The Pile.

Useful Links:
✅ Mesh Transformer JAX - https://github.com/kingoflolz/mesh-transformer-jax
✅ GPT-J-6B: 6B JAX-Based Transformer Blogpost by Aran Komatsuzaki - https://arankomatsuzaki.wordpr....ess.com/2021/06/04/g
✅Web Demo of GPT-J-6B for Text Generation - https://6b.eleuther.ai/
✅Colab (Python) Notebook - https://colab.research.google.....com/github/kingoflol
✅JAX - https://jax.readthedocs.io/en/....latest/notebooks/qui

Related Videos:

🎥 AI Text Generation with GPT-3 OpenSource Alternative GPT-Neo Model using Hugging Face Hub
- https://www.youtube.com/watch?v=0PuVk6c8Ua8

🎥 AI-Generated Blog Content with GPT-Neo (GPT-3 Alternative) + Gradio | Python ML Web App - https://youtu.be/d_xRYyy2LFM

Generative AI
8 Views · 3 years ago

🔥𝐄𝐝𝐮𝐫𝐞𝐤𝐚 𝐃𝐞𝐯𝐎𝐩𝐬 𝐜𝐞𝐫𝐭𝐢𝐟𝐢𝐜𝐚𝐭𝐢𝐨𝐧 𝐭𝐫𝐚𝐢𝐧𝐢𝐧𝐠 : https://www.edureka.co/devops-....certification-traini (𝐔𝐬𝐞 𝐂𝐨𝐝𝐞: 𝐘𝐎𝐔𝐓𝐔𝐁𝐄𝟐𝟎)
This Edureka session on ‘Git Interview Questions’ will discuss the most frequently asked questions that you might face in an interview.
This Session will focus on pointers like:
00:00:00 Introduction
00:00:50 Beginner Interview Questions
00:12:28 Intermediate Interview Questions
00:26:27 Advanced Interview Questions

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Generative AI
6 Views · 3 years ago

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In this Video on " Basics of Ethical Hacking" will help you learn all about ethical hacking concepts. This ethical hacker tutorial will acquaint you with the importance of ethical hacking, what is ethical hacking, and types of cyberattacks with a hands-on demo for each; you will also learn how to become an ethical hacker. We cover the different types of hackers like white, black, and grey hat hackers, and their roles in cybersecurity.

Below are the topics covered in this ethical hacking training:

00:00 Basics of Ethical Hacking
03:10 What is ethical hacking
06:41 Types of hackers
16:38 Who is an ethical hacker
35:02 Ethical hacking tools
56:56 Installing Kali Linux, basic commands demo
01:12:46 ethical hacking using python
01:34:37 CEHv10
02:16:50 Metasploit
03:14:45 Phishing demo, SQL demo, VPN demo, firewall, areas of EH
04:15:34 Why CEH certification
04:46:39 Ethical Hacking certifications
05:27:06 Kali Linux For Ethical Hacking

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Generative AI
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In this WordPress course for beginners, you will learn how to to create responsive blogs and websites using a drag and drop interface.

🏗 Hostinger provided a grant to make this course possible. You can get a domain and hosting from them here: https://www.hostinger.com/start

✏️ Beau Carnes created this course.

⭐️ Course Contents ⭐️
⌨️ (0:00:00) Introduction
⌨️ (0:01:04) Setting up Hosting and Domain
⌨️ (0:06:46) Installing WordPress
⌨️ (0:07:54) WordPress Dashboard and Initial Settings
⌨️ (0:10:23) Installing WordPress Theme
⌨️ (0:15:30) Overview of Website
⌨️ (0:17:10) Customizing Title
⌨️ (0:19:18) Using Elementor to Edit Page
⌨️ (0:22:40) Adding Images
⌨️ (0:26:47) Customizing Website Elements
⌨️ (0:39:24) Updating Site Menu and Categories
⌨️ (0:42:35) Customizing Blog / Archive
⌨️ (0:46:04) Customizing Single Blog Post
⌨️ (0:47:22) Adding New Blog Post
⌨️ (0:51:10) Customizing About and Contact Page
⌨️ (0:53:47) Setting Up Website Forms Using WPForms
⌨️ (1:00:19) Making URLs Look Better
⌨️ (1:02:54) Updating Site for Responsive Design
⌨️ (1:04:47) Updating Footer
⌨️ (1:08:52) Creating New Pages
⌨️ (1:13:02) Improving SEO (Search Engine Optimization)
⌨️ (1:19:18) Conclusion

This video has been dubbed using an artificial voice via https://aloud.area120.google.com to increase accessibility. You can change the audio track language in the Settings menu.

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Este vídeo foi dublado para o português usando uma voz artificial via https://aloud.area120.google.com para melhorar sua acessibilidade. Você pode alterar o idioma do áudio no menu Configurações.


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