Youcef

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[Youcef @ikucef]

@dscuik @IAmSamBen @HowkMii @Yousfi_Aek_ @MLaoumir @abid_salim @GDSCMENA Well done mates 👊

[Youcef @ikucef]

@CharfaouiYounes <<<< Me

[Youcef @ikucef]

@CharfaouiYounes @Google Congratz bro 💪

[Jake VanderPlas @jakevdp]

I spent 20 minutes last night answering a StackOverflow question, providing a code snippet solving the problem & links to relevant documentation.

Checked this morning and the poster has deleted the question.

Please don't do that.

[Youcef @ikucef]

I made it from 🇩🇿
5 Quests before November ends✔️✔️👌👍
Profil: https://t.co/kPxdyCRcGd
I learned a lots from these quests
I'll get the most of @qwiklabs and @GCPcloud
Thanks for the opportunity
@Omranic
@abid_salim
@qwiklabs
@GoogleArabia
@googlecloud
@GCPcloud
#MENA30DaysOnML

[Innovation House Abidjan @InnovHouseBabi]

You’re bright. You’re talented. You’re ambitious. And you’re ready to co-create solutions for Africa. Joining Innovation House will accelerate you.

👇👇👇Click the link below 👇👇
https://t.co/TgvbQsai87

[arXiv Daily @Arxiv_Daily]

Machine Learning Techniques for Biomedical Image Segmentation: An Overview of Technical Aspects and Introduction to State-of-Art Applications
https://t.co/wenKBZKybX
by Hyunseok Seo et al.
#DeepLearning #RandomForests

[GitHub @github]

Want to open a new repository or gist in seconds?

➡ https://t.co/nIjVU2f4y0, https://t.co/unFGnzp8WW, https://t.co/yJFm9eM7Hh

And go!

[Suzana Ilić @suzatweet]

AI curriculum 🤖

CS231n: CNNs for Visual Recognition, Stanford | Spring 2019
https://t.co/qdqkbvlXZQ

CS224n: NLP with Deep Learning, Stanford | Winter 2019
https://t.co/PeJdITqWLK

CS285: Deep Reinforcement Learning, UC Berkeley | Fall 2019
https://t.co/uIFLpG2RQV

[Suzana Ilić @suzatweet]

I'm collecting interactive ML/DL/Math tools. :) Things like:

- GANs in the browser
- ConvNet Playground
- Activation Atlas
- Embedding Projector
- Initializing Neural Networks

and more. Please add to the list if you know more great resources. @__MLT__ https://t.co/l4C4wDTtTY

[Massimo @Rainmaker1973]

A proof without words that (n³ - 1) is always a multiple of (n - 1) https://t.co/UJN3KLwf41

[MONTREAL.AI @Montreal_AI]

PyTorch 101

By Ayoosh Kathuria: https://t.co/MtPsfEpKxc

1. Understanding Graphs, Automatic Differentiation and Autograd
2. Building Your First Neural Network
3. Going Deep with PyTorch
4. Memory Management and Using Multiple GPUs
5. Understanding Hooks for debugging back pass

[Emil Wallner @EmilWallner]

Machine learning portfolio tips

1. Good ideas come from ML sources that are a bit quirky.

- NeurIPS from 1987 - 1997
- Stanford’s CS224n & CS231n projects
- Twitter likes from ML outliers
- ML Reddit’s WAYR
- Kaggle Kernels
- Top 15-40% papers on Arxiv Sanity

[HackerEarth @HackerEarth]

2/2 ->

- Minimum spanning trees
- More advanced data structures
- Advanced dynamic programming
- Advanced graph theory, e.g. Floyd-Warshall
- Computational geometry
- Network flow

#MondayMotivation

[HackerEarth @HackerEarth]

Beginner's guide to learning #algorithm for competitive programming

- The basics, like 'Practice of Programming'
- Simple dynamic programming & greedy algorithms
- Basic graph concepts, breadth-first and depth-first search
- Basic data structures
- Dijkstra’s algorithm

1/2 ->

[Rachel Thomas @math_rachel]

Deep Learning: https://t.co/KgtHR2B9Vk
NLP: https://t.co/zC31JsKLwz
Comp Linear Algebra:  https://t.co/qgQTDyxMit
Bias, Ethics, & AI: https://t.co/CR3THkKmy6
Debunk Pipeline Myth: https://t.co/qIW64dWkUg
AI Needs You: https://t.co/xUAv2eZLls
Ethics Center: https://t.co/uCyv7xEt26

[Alexis Cook @alexis_b_cook]

Announcing Kaggle's newest course -- Geospatial Analysis! We carefully designed the hands-on exercises to work with real data and offer solutions to real-world problems (from around the globe)! Of course, you'll also learn to create stunning maps :)

https://t.co/09HkFJohi3

[Pippa Cosper MD, PhD @pipcosper]

This is the rejection letter for the work that just won the Nobel Prize. Don’t stop believing!
I should save all of mine and maybe one day some stranger will think it’s an amazing relic and tweet it...