๐Ÿ™‹โ€โ™€๏ธ Do you know AlphaFold? It is a protein-folding AI tool developed by Deepmind ๐Ÿ™Œ

Now Deepmind has announced something astonishing! ๐Ÿคฏ

Read along! (Thread) โฌ‡๏ธ

#BigData #Analytics #DataScience #AI #MachineLearning #Python #Coding #100DaysofCode #ML #ArtificialIntelligence
In December 2020, @DeepMind introduced AlphaFold which could predict the structure of proteins! ๐Ÿ’ฏ

This tool helped solve a 50-year grand challenge! ๐Ÿ˜ฎ

(2/n)
@DeepMind โ€œProtein folding is a problem I've had my eye on for more than 20 years,โ€
- DeepMind co-founder and CEO Demis Hassabis.

(3/n)
@DeepMind Now, @DeepMind has announced that it has used AlphaFold to predict the shapes of nearly every protein in the human body, as well as the shapes of hundreds of thousands of other proteins found in 20 of the most widely studied organisms! ๐Ÿคฏ
@DeepMind These organisms include :

- Yeast
- Fruit Flies
- Mice etc

(5/n)
@DeepMind This is an astonishing breakthrough as it would allow biologists to understand diseases better and develop new drugs! ๐Ÿ’‰

(6/n)
@DeepMind DeepMind says it will predict and release the structures for more than 100 million more in the next few months! ๐Ÿ’ฏ

This is about all proteins known to science! ๐Ÿ˜ฎ

(7/n)
@DeepMind Isn't this absolutely wonderful?

For more in-depth reading about this, check out the source article : technologyreview.com/2021/07/22/102โ€ฆ

Follow us @ml_india_ if you like our content! ๐Ÿค“

(8/8)

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More from @ml_india_

17 Jun
When beginners start with #DataScience, the biggest pain point is finding good datasets for projects.
Luckily, there are many good public #datasets available! ๐Ÿ“ˆ๐Ÿค“

Here are places you can find them! โฌ‡๏ธโฌ‡๏ธโฌ‡๏ธ

#Thread โ˜•

#MachineLearning #datascience #AI

(1/8)
1๏ธโƒฃ @fastdotai

Apart from providing amazing free courses, Fast AI has teamed up with AWS to provide free datasets for image classification, NLP, image localization and COCO projects.

๐Ÿ‘‰ course.fast.ai/datasets

(2/8)
@fastdotai 2๏ธโƒฃ Awesome Public Datasets

This is a rich github repo of carefully curated datasets from 35+ domains.

๐Ÿ‘‰github.com/awesomedata/awโ€ฆ

(3/8)
Read 8 tweets
16 Jun
NumPy is a powerful #python library that helps us compute operations on primarily numbers, faster. It is an important tool for data science. ๐Ÿ’ช

Here are 5 powerful #NumPy functions that will help you in your projects!

#Thread โ˜•

#MachineLearning #datascience #AI

Let's go! โฌ‡๏ธ
First letโ€™s see the advantages of using NumPy : ๐Ÿ“ˆ

1๏ธโƒฃ Uses low memory to store data.

2๏ธโƒฃ We can create n-dimensional arrays.

3๏ธโƒฃ Operations like indexing, broadcasting, slicing and matrix multiplication.

4๏ธโƒฃ Finding elements in the array is easy.

5๏ธโƒฃ Good documentation.
Function 1 : np.sort()

This returns a sorted copy of the array. The original array is not changed.

The arguments the function normally takes are -

1. The Array to be sorted.

2. Axis along which to sort.

3. The method/ algorithm used for sorting as โ€œkind = โ€.
Read 8 tweets
15 Jun
๐Ÿ™‹๐Ÿปโ€โ™€๏ธ Free Machine Learning Course With Certification by Jovian: jovian.ai/learn/machine-โ€ฆ

Read this thread for details about this course! ๐Ÿค“

#machinelearning #artificialintelligence #datascience #python Image
๐Ÿฆพ "Machine Learning with Python: Zero to GBMs" is a practical and beginner-friendly introduction to supervised machine learning, decision trees, and gradient boosting using Python and its ecosystem of ML libraries: scikit-learn, XGBoost, and LightGBM.
You will:
๐Ÿ‘‰๐Ÿผ Watch hands-on coding-focused video tutorials.
๐Ÿ‘‰๐Ÿผ Practice coding with cloud Jupyter notebooks.
๐Ÿ‘‰๐Ÿผ Build an end-to-end real-world course project.
๐Ÿ‘‰๐Ÿผ Earn a verified certificate of accomplishment.
Read 4 tweets

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