Global explanations for discovering bias in data

Github: https://github.com/agamiko/gebi

Code: https://github.com/AgaMiko/GEBI/blob/master/notebooks/GEBI.ipynb

Paper: https://arxiv.org/abs/2005.02269v1

YouTube: https://www.youtube.com/c/asifimmanad

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First Order Motion Model applied to animate old paintings. Hauntingly realistic.

Code: https://github.com/AliaksandrSiarohin/first-order-model
Paper: https://papers.nips.cc/paper/8935-first-order-motion-model-for-image-animation.pdf

Little Ball of Fur


Little Ball of Fur consists of methods to do sampling of graph structured data

Documentation : https://little-ball-of-fur.readthedocs.io/en/latest/#little-ball-of-fur-documentation

github: https://github.com/benedekrozemberczki/littleballoffur

paper: https://arxiv.org/abs/2005.05257v1

Must learn free courses from Harvard.
🤓 Following is the list of free courses that Harvard is offering, in the data-science and machine learning space:

1. Data Science: Machine Learning.
2. Data Science: Inference and Modeling.
3. Data Science: Probability.
4. Data Science: Visualization.
5. Data Science: Productivity Tools.
6. Data Science: R basics.
7. Statistics and R.
8. Linear Models and Matrix Algebra.

🖇️ Link to the courses: http://bit.ly/harvard-free-ml-courses

Note: While you can enroll in the course and access all the material for free, you have to upgrade the course with a certain fee in case you wanted to get a verified certificate.

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https://dzone.com/articles/6-free-data-mining-and-machine-learning-ebooks

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https://medium.com/@brenspiration/free-courses-and-resources-on-making-chatbots-ac9b3b2aab74

YouTube: https://www.youtube.com/c/asifimmanad

Telegram: https://t.me/Artificial_intelligence_AI


Build your chat bot 🤖

Here you go, free courses for you😃

YouTube: https://www.youtube.com/c/asifimmanad

Telegram: https://t.me/Artificial_intelligence_AI

*1. Free Python Courses*

https://www.udemy.com/topic/python/free/?ranMID=39197&ranEAID=eIPzE43Ui8&ranSiteID=e.IPzE43Ui8-zhLIC15hcALxWUpMK4eguA&LSNPUBID=eIPzE43Ui8

*2. Free Java Courses*

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*4. Free JavaScript Courses*

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*5. Free Go programming language Courses*

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*6. Free R Courses*

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*7. Free Swift Courses*

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*8. Free PHP Courses*

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*9. Free C# Courses*

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*10. Free Matlab Courses*

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https://www.instagram.com/p/CAW0hAhAfn1/?igshid=si3j8s572uhs

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https://www.instagram.com/p/CAfgcSkAZKF/?igshid=afsx49xpb5md

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https://www.instagram.com/p/CApCNDSgWOe/?igshid=2u5cx6ik1vr6

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Machine Learning and Data Science free online courses to do in quarantine

A. Beginner courses
1. Machine Learning
2. Machine Learning with Python

B. Intermediate courses
3. Neural Networks and Deep Learning
4. Convolutional Neural Networks

C. Advanced course
5. Advanced Machine Learning Specialization


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Telegram: https://t.me/Artificial_intelligence_AI

Code and Steps to follow:
https://github.com/DashBarkHuss/100-days-of-code/blob/master/post-log.md#avatarify-1

YouTube: https://www.youtube.com/c/asifimmanad

Telegram: https://t.me/Artificial_intelligence_AI

A beginner-friendly list of data science projects


1) Rainfall in India

Project type: Visualization
Link to dataset : https://www.kaggle.com/rajanand/rainfall-in-india

2) Global Suicide Rates

Project type: Exploratory Data Analysis
Link to dataset : https://www.kaggle.com/russellyates88/suicide-rates-overview-1985-to-2016

3) Summer Olympic Medals

Project type: Exploratory Data Analysis
Link to dataset : https://www.kaggle.com/divyansh22/summer-olympics-medals

4) World Happiness Report

Project type: Exploratory Data Analysis
Link to dataset : https://www.kaggle.com/unsdsn/world-happiness

5) Pollution in the United States

Project type: Visualization
Link to dataset : https://www.kaggle.com/sogun3/uspollution

6) Nutrition Facts for McDonald’s Menu

Project type: Exploratory Data Analysis
Link to dataset : https://www.kaggle.com/mcdonalds/nutrition-facts

7) Red Wine Quality

Project type: Prediction Modeling
Link to dataset : https://www.kaggle.com/uciml/red-wine-quality-cortez-et-al-2009

To learn AI from basics:
YouTube: https://www.youtube.com/c/asifimmanad

Telegram: https://t.me/Artificial_intelligence_AI

😃Huge List of Free Machine Learning resources like 620K+ Datasets, 150+ Notebooks, & many more......

Link : https://aihub.cloud.google.com/u/0/

To learn AI from basics:
YouTube: https://www.youtube.com/c/asifimmanad

Telegram: https://t.me/Artificial_intelligence_AI

Pose Animator takes a 2D vector illustration and animates its containing curves in real-time based on the recognition result from PoseNet and FaceMesh. It borrows the idea of skeleton-based animation from computer graphics and applies it to vector characters. ⁠Tag your animation and dev friends 📺
Github repo and tech design documentation:⁠
https://github.com/yemount/pose-animator/⁠

To learn AI from basics:
YouTube: https://www.youtube.com/c/asifimmanad

Telegram: https://t.me/Artificial_intelligence_AI