In this video we code the K-means clustering algorithm from scratch in the Python programming language. Below I link a few resources to learn more about K means clustering as well as to the Machine Learning Github repository where you can also find the code!

Resources to learn more about K means:
https://youtu.be/Ev8YbxPu_bQ (Watch the following lectures 13.2, 13.3, 13.4, 13.5 also)
http://cs229.stanford.edu/notes/cs229-notes7a.pdf

People often ask what courses are great for getting into ML/DL and the two I started with is ML and DL specialization both by Andrew Ng. Below you'll find both affiliate and non-affiliate links if you want to check it out. The pricing for you is the same but a small commission goes back to the channel if you buy it through the affiliate link.
ML Course (affiliate): https://bit.ly/3qq20Sx
DL Specialization (affiliate): https://bit.ly/30npNrw
ML Course (no affiliate): https://bit.ly/3t8JqA9
DL Specialization (no affiliate): https://bit.ly/3t8JqA9

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PyTorch Playlist:
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This is my solution to costFunction.m function in Programming assignment 2 from the famous Machine Learning course by Andrew Ng.

Github: https://github.com/AladdinPerz....on/Courses/tree/mast

Welcome to part 2 of the web scraping with Beautiful Soup 4 tutorial mini-series. In this tutorial, we're going to talk about navigating source code to get just the slice of data we want.

Tutorial code: https://pythonprogramming.net/....navigating-pages-scr

https://pythonprogramming.net
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https://plus.google.com/+sentdex

Releasing live on Facebook, Sunday, August 26 at 8PM EST, FULLSTERKUR is the third documentary in a collection of films produced by Rogue Fitness, exploring strength culture around the world, connected specifically by the ancient tradition of stone lifting.

Nestled at the doorstep of the Arctic Circle, the country of Iceland is uniquely acquainted with the relationship between strength and survival. For hundreds of years, men and women were challenged to overcome harsh weather and endless winter nights by developing their own distinct physical and mental fortitude—passed down from the age of the Vikings, and iconically represented by the lifting of heavy stones. Today, on an island with a population of just over 300,000, a disproportionate number of the world’s greatest strength athletes still call Iceland home.

The film features some of the modern stars of Iceland strength, including Magnus Ver Magnuson, Hafthor Bjornsson, and Annie Thorisdottir. But it also sheds light on strength culture’s early roots in the region, from the traditions of the Vikings and Sagas to the lives of farmers and fishermen.

Watch "Maasthi Gudi" HD Full Movie Starring Duniya Vijay, Amoolya, Kriti Kharbhanda, Uday, Anil & Others
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It's all about Kannada music and culture of Karnataka, featuring the work of all popular artists Dr. Rajkumar, Dr. Vishnuvardhan, Ambareesh, Ravichandran, ShivrajKumar, Puneeth Rajkumar, Darshan, Sudeep, Ganesh, Sai Kumar, Upendra, Jaggesh, Yash, Dhruva Sarja, Duniya Vijay, Srii Murali, Rakshith Shetty, Ramya, Radhika Pandit, Samyuktha Hegde, Hari priya, Krithi Kharbhanda, Malashree, Rashmika Mandanna, Shilpa Shetty, Priyanka Upendra.

S. P. Balasubramanyam, Chitra, Yesudas, S Janaki, B R Chaya, C Ashwath, G V Atri, Rajesh Krishnan, Ajay Warrier , Gurukiran, Sonu Nigam, Shreya Goshal, Kunal Ganjawala, Armaan Malik, Vijay Prakash, Raghu Dixit, Hemanth Kumar.
Arjun Janya, Sridhar V Sambhram , Abhimann Roy, V Hari Krishna, Hamsalekha, Gurukiran, V. Manohar, Ravi Basrur.

This is a clip from a conversation with Gary Marcus from Oct 2019. New full episodes every Mon & Thu and 1-2 new clips or a new non-podcast video on all other days. You can watch the full conversation here: https://www.youtube.com/watch?v=vNOTDn3D_RI
(more links below)

Podcast full episodes playlist:
https://www.youtube.com/playli....st?list=PLrAXtmErZgO

Podcasts clips playlist:
https://www.youtube.com/playli....st?list=PLrAXtmErZgO

Podcast website:
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Podcast on iTunes:
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Podcast on Spotify:
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Podcast RSS:
https://lexfridman.com/category/ai/feed/

Note: I select clips with insights from these much longer conversation with the hope of helping make these ideas more accessible and discoverable. Ultimately, this podcast is a small side hobby for me with the goal of sharing and discussing ideas. For now, I post a few clips every Tue & Fri. I did a poll and 92% of people either liked or loved the posting of daily clips, 2% were indifferent, and 6% hated it, some suggesting that I post them on a separate YouTube channel. I hear the 6% and partially agree, so am torn about the whole thing. I tried creating a separate clips channel but the YouTube algorithm makes it very difficult for that channel to grow unless the main channel is already very popular. So for a little while, I'll keep posting clips on the main channel. I ask for your patience and to see these clips as supporting the dissemination of knowledge contained in nuanced discussion. If you enjoy it, consider subscribing, sharing, and commenting.

Gary Marcus is a professor emeritus at NYU, founder of Robust.AI and Geometric Intelligence, the latter is a machine learning company acquired by Uber in 2016. He is the author of several books on natural and artificial intelligence, including his new book Rebooting AI: Building Machines We Can Trust. Gary has been a critical voice highlighting the limits of deep learning and discussing the challenges before the AI community that must be solved in order to achieve artificial general intelligence.

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Machine learning using neural networks is a very powerful methodology which has demonstrated utility in many different situations. In this talk I will show how work in the mathematical discipline called topological data analysis can be used to (1) lessen the amount of data needed in order to be able to learn and (2) make the computations more transparent. We will work primarily with image and video data.

This talk was part of the workshop on "Topological Data Analysis - Theory and Applications" supported by the Tutte Institute and Western University: https://math.sci.uwo.ca/~jardine/TDA-2021.html

What if you want to leverage the power of GPT-3, but don't want to wait for Open-AI to approve your application? Introducing GPT-Neo, an open-source Transformer model that resembles GPT-3 both in terms of design and performance.In this video, we'll discuss how to implement and train GPT-Neo with just a few lines of code.

We'll use Happy Transformer to implement GPT-Neo. Happy Transformer is an open-source Python library build on top of Hugging Face's Transformer library to allow programmers to implement state-of-the-art NLP models with just a few lines of code.

Thank you Eleuther AI for creating and training GPT-Neo.

New Course on how to create a web app to display GPT-Neo: https://www.udemy.com/course/n....lp-text-generation-p

Article: https://www.vennify.ai/gpt-neo-made-easy/

Colab: https://colab.research.google.....com/drive/1Bg3hnPOoy

Website: https://www.vennify.ai/

LinkedIn business: www.linkedin.com/company/69285475

LinkedIn personal: https://www.linkedin.com/in/ericfillion/

Support Happy Transformer by giving it a star: https://github.com/EricFillion/happy-transformer

Happy Transformer's website: https://happytransformer.com/

Read my latest content, support me, and get a full membership to Medium by signing up to Medium with this link: https://medium.com/@ericfillion/membership

Music: www.bensound.com

This video explores the GPT-2 paper "Language Models are Unsupervised Multitask Learners". The paper has this title because their experiments show how massive language models trained on massive datasets can perform tasks like Question Answering and Translation by carefully formatting them as language modeling inputs.

Paper Links
GPT-2 Paper: https://cdn.openai.com/better-....language-models/lang
AllenNLP GPT-2 Demo: https://demo.allennlp.org/next....-token-lm?text=Joel%
The Illustrated GPT-2: http://jalammar.github.io/illustrated-gpt2/
Combining GPT2 and BERT to make a fake person: https://www.bonkerfield.org/20....20/02/combining-gpt-

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Enjoy the peaceful and colorful nature views in beautiful 4K UHD. Helps Relax & Fall Asleep FAST! 2 hours long. Relax with beautiful and colorful Macaws Parrots like the Scarlet Macaw. Sounds for relaxation, sleep, meditation, yoga, study. Sit back, relax and enjoy :)

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Welcome to our channel dedicated to providing its viewers with calming and relaxing music! In a world filled with stress and chaos, taking a moment to unwind and find peace is essential for both physical and mental well-being.

Here's what you can expect from our channel:A variety of soothing music. Our channel features an extensive collection of calming and relaxing music, including classical, ambient, and nature sounds.

🎶 We hope that our channel will become a go-to destination for anyone in need of a little peace and tranquility. So sit back, relax, and let the music take you away to a more peaceful place. Please LIKE & SUBSCRIBE to our channel and share with your friends and family. 🎶

We consider that as our achievement and really appreciate it. We'll create more videos like this for you to enjoy for free. Thank you so much for your support. 💖

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🔥𝐄𝐝𝐮𝐫𝐞𝐤𝐚 𝐏𝐲𝐭𝐡𝐨𝐧 𝐂𝐞𝐫𝐭𝐢𝐟𝐢𝐜𝐚𝐭𝐢𝐨𝐧 𝐓𝐫𝐚𝐢𝐧𝐢𝐧𝐠 𝐂𝐨𝐮𝐫𝐬𝐞 : https://www.edureka.co/python-....programming-certific (Use code "𝐘𝐎𝐔𝐓𝐔𝐁𝐄𝟐𝟎")
This Edureka video on Regular Expressions in Python will help you understand the various fundamental concepts in Python and how they are used in Python programming along with examples.

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

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