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Generative AI
2,470,869 Views ยท 4 years ago

๐Ÿ”ฅ๐„๐๐ฎ๐ซ๐ž๐ค๐š'๐ฌ ๐†๐จ๐จ๐ ๐ฅ๐ž ๐‚๐ฅ๐จ๐ฎ๐ ๐‚๐ž๐ซ๐ญ๐ข๐Ÿ๐ข๐œ๐š๐ญ๐ข๐จ๐ง ๐ญ๐ซ๐š๐ข๐ง๐ข๐ง๐  : https://www.edureka.co/google-....cloud-architect-cert Use Code (๐˜๐Ž๐”๐“๐”๐๐„๐Ÿ๐ŸŽ)
This Edureka video on 'Google BigQuery Tutorial' will provide an overview of the BigQuery service on Google Cloud Platform and its many services. It will also assist you in understanding crucial topics such as its architecture, features, price, and so on through real application. We will do a hands-on demonstration to analyse data from Stack Overflow and determine the top ten technologies that are currently trending.
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๐Ÿ“Feel free to share your list of the top 10 trending technologies to learn in 2023 in the comments below.๐Ÿ“

๐Ÿ”ด ๐„๐๐ฎ๐ซ๐ž๐ค๐š ๐Ž๐ง๐ฅ๐ข๐ง๐ž ๐“๐ซ๐š๐ข๐ง๐ข๐ง๐  ๐š๐ง๐ ๐‚๐ž๐ซ๐ญ๐ข๐Ÿ๐ข๐œ๐š๐ญ๐ข๐จ๐ง๐ฌ

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๐ŸŒ• Artificial and Machine Learning PGD with E&ICT Academy
NIT Warangal: http://bit.ly/3OuZ3xs

๐Ÿ“ข๐Ÿ“ข ๐“๐จ๐ฉ ๐Ÿ๐ŸŽ ๐“๐ซ๐ž๐ง๐๐ข๐ง๐  ๐“๐ž๐œ๐ก๐ง๐จ๐ฅ๐จ๐ ๐ข๐ž๐ฌ ๐ญ๐จ ๐‹๐ž๐š๐ซ๐ง ๐ข๐ง 2023 ๐’๐ž๐ซ๐ข๐ž๐ฌ ๐Ÿ“ข๐Ÿ“ข
โฉ NEW Top 10 Technologies To Learn In 2023 - https://youtu.be/udD_GQVDt5g

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Generative AI
2,162,339 Views ยท 4 years ago

Explanation and implementation of interval scheduling problem using a greedy algorithm.
CODE REPOSITORY: https://github.com/AladdinPerz....on/Algorithms-Collec

Generative AI
2,735,093 Views ยท 4 years ago

GPT-J-6B - Just like GPT-3 but you can actually download the weights and run it at home. No API sign-up required, unlike some other models we could mention, right? Any just like GPT-3, this has 3 super easy example ways you can run this -v ia the EleutherAI website, Google Colab TPU or single GPU on a local system.

Buy art & support a nerd!
https://t.co/kAUP0Vfq48?amp=1

Github: https://github.com/kingoflolz/mesh-transformer-jax


Requirements for this guide to running locally:
* Ubuntu 20.04
* 32 GB RAM and an Nvidia GPU with at least 24 GB VRAM
* Anaconda - https://www.anaconda.com/products/individual

== Python virtual environment (Anaconda) ==
conda create --name mesh-transformer-jax python=3.8
conda activate mesh-transformer-jax

== Download & install ==
git clone https://github.com/kingoflolz/mesh-transformer-jax.git
cd mesh-transformer-jax

sudo apt install zstd
wget https://the-eye.eu/public/AI/G....PT-J-6B/step_383500_
tar -I zstd -xf step_383500_slim.tar.zstd

pip install torch==1.8.1+cu111 torchvision==0.9.1+cu111 torchaudio==0.8.1 -f https://download.pytorch.org/whl/torch_stable.html
pip install jaxlib==0.1.67+cuda111 -f https://storage.googleapis.com..../jax-releases/jax_re
pip install -r requirements.txt # (Edited to use tensorflow-gpu 2.5.0 for no reason)
pip install jax==0.2.12

Generative AI
2,739,818 Views ยท 4 years ago

Thanks to ML6 for virtually hosting us tonight! For those who would like to attend live, have a look at https://www.meetup.com/ai-camp....us-berlin/events/282

Talk 1

Title: How we trained our own Dutch GPT-2 using Transformers

Speaker: Thomas Vrancken

Abstract:
Text Generation and the GPT series of Transformer models have been a hot topic since the public got to know the astounding power of it. The latest GPT-3 can mimic a human conversation to a close to scary level.
At ML6 we trained and open sourced our own Dutch GPT-2 model using Huggingfaceโ€™s Transformers library. This talk addresses the questions:
How do you do that? What kind of data do you need and how to access enough compute power to actually train the model?

Bio:
Thomas Vrancken is an ML Engineer at ML6 with a background in strategy consulting and research. Thomas is passionate about NLP, data science and making real world impacts with creative Machine Learning applications. Staying versatile is his credo, joining a maximum of events with interesting talks is a means of achieving it.

Talk 2

Title: Efficient Transformers

Speaker: Mats Uytterhoeven

Abstract:
In recent years weโ€™ve seen an exponential increase in the size of pre-trained transformer based models and although they push the state-of-the-art to ever greater heights, they also become increasingly cumbersome to work with. This has prompted researchers around the world to try and find more efficient alternatives to the classic transformer architecture and has spawned an interesting new research direction. In this talk, we will have a look at some of the interesting ideas in this area and what the future may hold for these transformer based models.

Bio:
Mats Uytterhoeven is an ML Engineer at ML6 interested in a broad range of topics. His main focus is on NLP and unsupervised learning problems. When he's not hacking on machine learning code, he likes playing tennis, reading (non-fiction), and traveling. He believes machine learning can have a positive impact on people's lives and loves working on projects that can make a difference.

Generative AI
1,394 Views ยท 3 years ago

๐Ÿ”ฅ๐„๐๐ฎ๐ซ๐ž๐ค๐š ๐๐ฒ๐ญ๐ก๐จ๐ง ๐‚๐ž๐ซ๐ญ๐ข๐Ÿ๐ข๐œ๐š๐ญ๐ข๐จ๐ง ๐“๐ซ๐š๐ข๐ง๐ข๐ง๐  ๐‚๐จ๐ฎ๐ซ๐ฌ๐ž : https://www.edureka.co/python-....programming-certific (Use code "๐˜๐Ž๐”๐“๐”๐๐„๐Ÿ๐ŸŽ")
This Edureka video on Python Developer is a part of the Python Tutorial Series which will help you understand How to become a Python developer. Python Developers are among the most in-demand professionals in the market and hence bag a hefty salary per annum. The pathway to becoming a Python Developer is further explained by the following topics of this Python Tutorial:
00:00:00 Introduction to Python Tutorial
00:01:45 Who Is A Python Developer
00:02:53 Why Become A Python Developer
00:06:45 How To Start a Career in Python
00:12:55 Python Developer Job Roles
00:29:05 Python Projects For Practice

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Generative AI
2,198 Views ยท 3 years ago

๐Ÿ”ฅ๐„๐๐ฎ๐ซ๐ž๐ค๐š ๐๐ข๐  ๐ƒ๐š๐ญ๐š ๐‡๐š๐๐จ๐จ๐ฉ ๐‚๐ž๐ซ๐ญ๐ข๐Ÿ๐ข๐œ๐š๐ญ๐ข๐จ๐ง ๐“๐ซ๐š๐ข๐ง๐ข๐ง๐  ๐‚๐จ๐ฎ๐ซ๐ฌ๐ž : https://www.edureka.co/big-dat....a-hadoop-training-ce (๐”๐ฌ๐ž ๐‚๐จ๐๐ž: ๐˜๐Ž๐”๐“๐”๐๐„๐Ÿ๐ŸŽ)
This Edureka MapReduce Tutorial will help you understand the basic concepts of Hadoop's processing component - MapReduce.
00:00 Introduction
00:22 Agenda
00:50 Hadoop components
01:15 MapReduce : Data processing using programming
02:18 MapReduce in Nutshell
10:26 MapReduce way
11:32 Anatomy of MapReduce program
17:55 Executing a MapReduce Program
30:18 MapReduce using Yarn

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Generative AI
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Redux: Send Action Data to the Store.




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