METACENT $10,000 GIVEAWAY:
https://gleam.io/tGeMT/metacent-giveaway

Metacent links:
https://www.metacent.io

Machine Learning Roadmap 2022 Website:
https://bit.ly/LearnML2022

Join me on #100DaysOfML and follow along to learn machine learning!

Start from day 0: https://youtube.com/playlist?l....ist=PLVBat3Ko2nN9z2L

Machine Learning is one of the best skills that you can learn in 2022, especially if you are already in tech. This video will show you exactly how to get started and also I've created a dedicated website so that you guys can easily follow along! There are many stages involved when it comes to learning ML but it doesn't have to be daunting, so it really helps to have a plan. I've broken down the process into 6 different stages.

Stage 1: Math, Linear Algebra
Stage 2: Python
Stage 3: Basic Machine Learning
Stage 4: Advanced Machine Learning
Stage 5: Deep Learning
Stage 6: Projects

This entire process can take on average up to 6-12 months and this is an excellent way to learn while building a really strong foundation!

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Discord Link for School Of Machine Learning:
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https://discord.gg/ZzUwYDjFwm


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LINKS:
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🖊 Machine Learning Roadmap 2022:
https://bit.ly/LearnML2022

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MORE VIDEOS:
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📌I'm Starting My Machine Learning Company (Day 1)
https://youtu.be/lh_wyUrjS9k

📌Top Machine Learning Certifications For 2021
https://youtu.be/YhXzUZGKhIY

📌Why You Should NOT Learn Machine Learning!
https://youtu.be/reY50t2hbuM

📌How I Learnt Machine Learning In 6 Steps (3 months)
https://youtu.be/OuC3wgp1Fnw

📌How To Learn Machine Learning For Free
https://youtu.be/QNKYKzTGerA
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LinkedIn: https://www.linkedin.com/in/smithakolan/
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With all the juicy drama this week I hope you brought popcorn 🍿

The Meg - Shark Cage vs. Megalodon: Suyin (Li Bingbing) uses a shark cage to confront the Meg.

FILM DESCRIPTION:
Previously thought to be extinct, a massive creature attacks a deep-sea submersible, leaving it disabled and trapping the crew at the bottom of the Pacific. With time running out, a visionary oceanographer recruits rescue diver Jonas Taylor to save the crew and the sea itself from an unimaginable threat -- a 75-foot-long prehistoric shark known as the Megalodon.

CREDITS:
TM & © Warner Bros. (2018)
Cast: Cliff Curtis, Jason Statham, Li Bingbing, Ólafur Darri Ólafsson, Page Kennedy, Rainn Wilson, Ruby Rose, Sophia Cai, Winston Chao
Screewriter: Dean Georgaris, Erich Hoeber, Jon Hoeber
Director: Jon Turteltaub

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The MOVIE TRAILERS channel delivers hot new trailers, teasers, and sneak peeks for all the best upcoming movies. Subscribe to stay up to date on everything coming to theaters and your favourite streaming platform.

The "MOVIE TRAILERS" channel is the only channel who exclusively delivers best Trailers and Movie Clips in 8K Ultra HD (60fps) resolution for your 8k and 4K devices.

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The Meg - Megalodon vs Shark Cage Scene (2018) - 8K Movie

In this video I show a more real example of how it might be where you would have collected your own data. Specifically we have machine translation task where we have two text files in english and german respectively and I show how to go from loading the text files to splitting it into training and test set to saving it as json and csv format. When we have it in JSON and CSV format the task becomes easy and the things we went through in tutorial 1 & 2 gets applied!

Dataset can be found here:
https://nlp.stanford.edu/projects/nmt/

Resources I used to learn about torchtext:
https://torchtext.readthedocs.io/en/latest/
https://anie.me/On-Torchtext/
https://github.com/bentrevett
https://towardsdatascience.com..../how-to-use-torchtex
https://mlexplained.com/2018/0....2/08/a-comprehensive

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

GitHub Repository:
https://github.com/aladdinpers....son/Machine-Learning

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https://www.amazon.com/shop/aladdinpersson

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Twitter - https://twitter.com/aladdinpersson
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GitHub - https://github.com/aladdinpersson

PyTorch Playlist:
https://www.youtube.com/playli....st?list=PLhhyoLH6Ijf

Artificial Neural Networks explained in a minute.

As you might have already guessed, there are a lot of things that didn't fit into this one-minute explanation. You can read my accompanying blogpost for some more details on things I might have left out: https://arztsamuel.github.io/e....n/blogs/2018/EiaM-Ne

If you like these kind of videos and would like to see more technical topics explained in a minute, let me know by pressing the like button.

Don't miss any future videos, by subscribing to my channel.
Follow me on Twitter: https://twitter.com/SamuelArzt

Interested in this series? You can find more information about it on my website: https://arztsamuel.github.io/e....n/projects/youtube/e

This video was recorded with a potato.

Background Music: Drops of H2O ( The Filtered Water Treatment ) by J.Lang (c) copyright 2012 Licensed under a Creative Commons Attribution (3.0) license. http://dig.ccmixter.org/files/djlang59/37792 Ft: Airtone

#NeuralNetworks #MachineLearning #Tutorial