Python Projects with Source Code - Practice Top Projects in Python - DataFlair
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.https://data-flair.training/blogs/python-projects-with-source-code/
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DataFlair
100+ Python Projects with Source Code - DataFlair
Python projects with source code - Work on the top Python projects to gain practical exposure and become a Python professional.
100 Free Data Science Books
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.https://www.learndatasci.com/free-data-science-books/
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.https://www.learndatasci.com/free-data-science-books/
Learndatasci
100+ Free Data Science Books
High energy: Facebook's AI guru LeCun imagines AI's next frontier
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.https://www.zdnet.com/google-amp/article/high-energy-facebooks-ai-guru-lecun-imagines-ais-next-frontier/?fbclid=IwAR1fnUHFVFeDyPNJI3SGZuSnvJrhJ0qrdOXMkaK14phkI5wcENDZixps5vw
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.https://www.zdnet.com/google-amp/article/high-energy-facebooks-ai-guru-lecun-imagines-ais-next-frontier/?fbclid=IwAR1fnUHFVFeDyPNJI3SGZuSnvJrhJ0qrdOXMkaK14phkI5wcENDZixps5vw
ZDNET
High energy: Facebook's AI guru LeCun imagines AI's next frontier
The next evolution in artificial intelligence may be a matter of dispensing with all the probabilistic tricks of deep learning, mastering instead a manifold of shifting energy values, according to deep learning's pied piper, Yann LeCun.
The 5 Algorithms for Efficient Deep Learning Inference on Small Devices
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.https://heartbeat.fritz.ai/the-5-algorithms-for-efficient-deep-learning-inference-on-small-devices-bcc2d18aa806
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.https://heartbeat.fritz.ai/the-5-algorithms-for-efficient-deep-learning-inference-on-small-devices-bcc2d18aa806
Medium
The 5 Algorithms for Efficient Deep Learning Inference on Small Devices
Pruning, compression, quantization, and more
List of Top Blogs on Artificial Intelligence
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1. Machine Learning Mastery by Jason Brownlee
https://machinelearningmastery.com/about/
2.Adrian Rosebrock
https://www.pyimagesearch.com/
3. AI Trends
https://www.aitrends.com/
4. Algorithmia
https://blog.algorithmia.com/
5. AITopics (An official publication of the AAAI.)
https://aitopics.org/search
6. Open AI
https://openai.com/
7. MIT AI Blog
http://news.mit.edu/topic/artificial-intelligence2
8. Andreessen Horowitz
http://aiplaybook.a16z.com/docs/intro/getting-started
9. C T Vision
https://ctovision.com/
10. Chatbots Magazine (The #1 place to learn about chatbots.)
https://chatbotsmagazine.com/
11. Machine Intelligence Research Institute (MIRI)
https://intelligence.org/blog/
12. Chatbots Life
(Best Place to Learn About Bots)
https://chatbotslife.com/
13. 33 rd square
https://www.33rdsquare.com/
14. Artificial Intelligence Blogs
https://www.artificial-intelligence.blog/news/
15. Machine Learnings
https://machinelearnings.co/
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1. Machine Learning Mastery by Jason Brownlee
https://machinelearningmastery.com/about/
2.Adrian Rosebrock
https://www.pyimagesearch.com/
3. AI Trends
https://www.aitrends.com/
4. Algorithmia
https://blog.algorithmia.com/
5. AITopics (An official publication of the AAAI.)
https://aitopics.org/search
6. Open AI
https://openai.com/
7. MIT AI Blog
http://news.mit.edu/topic/artificial-intelligence2
8. Andreessen Horowitz
http://aiplaybook.a16z.com/docs/intro/getting-started
9. C T Vision
https://ctovision.com/
10. Chatbots Magazine (The #1 place to learn about chatbots.)
https://chatbotsmagazine.com/
11. Machine Intelligence Research Institute (MIRI)
https://intelligence.org/blog/
12. Chatbots Life
(Best Place to Learn About Bots)
https://chatbotslife.com/
13. 33 rd square
https://www.33rdsquare.com/
14. Artificial Intelligence Blogs
https://www.artificial-intelligence.blog/news/
15. Machine Learnings
https://machinelearnings.co/
MachineLearningMastery.com
About - MachineLearningMastery.com
Hello, my name is Jason Brownlee, PhD. I'm a father, husband, professional developer, and machine learning practitioner. I have a Masters and PhD degree in Artificial Intelligence and I've worked on machine learning systems for defense, startups, and severe…
Real time Shape Detection using Contours [9] | OpenCV Python Tutorials for Beginners 2019
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https://youtu.be/Fchzk1lDt7Q
useful Links:
OpenCV Python Tutorial Playlist:
https://www.youtube.com/watch?v=CJXIj...
How to install Opencv in Python:
https://youtu.be/CJXIjApHYVs
Real time color Detection:
https://youtu.be/Tj4zEX_pdUg
5 Must Know OpencCV Functions:
https://youtu.be/7kHhz7nkpBw
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@DeepLearning_AI
https://youtu.be/Fchzk1lDt7Q
useful Links:
OpenCV Python Tutorial Playlist:
https://www.youtube.com/watch?v=CJXIj...
How to install Opencv in Python:
https://youtu.be/CJXIjApHYVs
Real time color Detection:
https://youtu.be/Tj4zEX_pdUg
5 Must Know OpencCV Functions:
https://youtu.be/7kHhz7nkpBw
YouTube
Real time Shape Detection using Contours [9] | OpenCV Python Tutorials for Beginners 2020
In this video, we will learn how to detect the shapes of objects by finding their contours. Contours are basically outlines that bound the shape or form of a...
Detecting Natural Disasters with Keras and Deep Learning (with source code)
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.https://www.pyimagesearch.com/2019/11/11/detecting-natural-disasters-with-keras-and-deep-learning/
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.https://www.pyimagesearch.com/2019/11/11/detecting-natural-disasters-with-keras-and-deep-learning/
PyImageSearch
Detecting Natural Disasters with Keras and Deep Learning - PyImageSearch
In this tutorial, you will learn how to automatically detect natural disasters (earthquakes, floods, wildfires, cyclones/hurricanes) with up to 95% accuracy using Keras, Computer Vision, and Deep Learning.
AI Scholar
Top Research This Week
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.https://mail.google.com/mail/u/0/?ui=2&view=btop&ver=1nj101dboqm98&search=inbox&th=%23thread-f%3A1649923672453948669&cvid=7
Top Research This Week
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.https://mail.google.com/mail/u/0/?ui=2&view=btop&ver=1nj101dboqm98&search=inbox&th=%23thread-f%3A1649923672453948669&cvid=7
Illustrated: Self-Attention
Step-by-step guide to self-attention with illustrations and code
Content
1. Illustrations
2. Code
3. Extending to Transformers
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.https://towardsdatascience.com/illustrated-self-attention-2d627e33b20a
Step-by-step guide to self-attention with illustrations and code
Content
1. Illustrations
2. Code
3. Extending to Transformers
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.https://towardsdatascience.com/illustrated-self-attention-2d627e33b20a
Do Deep Neural Networks ‘See’ Faces Like Brains Do?
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https://medium.com/syncedreview/do-deep-neural-networks-see-faces-like-brains-do-dc3eef334d79
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https://medium.com/syncedreview/do-deep-neural-networks-see-faces-like-brains-do-dc3eef334d79
Medium
Do Deep Neural Networks ‘See’ Faces Like Brains Do?
Recognizing faces is as natural and habitual as can be for human beings. Even with their undeveloped vision, babies can recognize their…
Deep Transfer Learning for Natural Language Processing — Text Classification with Universal Embeddings.
CONTENTS:
- Baseline Averaged Sentence Embeddings
- Doc2Vec
- Neural-Net Language Models (Hands-on Demo!)
- Skip-Thought Vectors
- Quick-Thought Vectors
- InferSent
- Universal Sentence Encoder
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https://towardsdatascience.com/deep-transfer-learning-for-natural-language-processing-text-classification-with-universal-1a2c69e5baa9
CONTENTS:
- Baseline Averaged Sentence Embeddings
- Doc2Vec
- Neural-Net Language Models (Hands-on Demo!)
- Skip-Thought Vectors
- Quick-Thought Vectors
- InferSent
- Universal Sentence Encoder
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https://towardsdatascience.com/deep-transfer-learning-for-natural-language-processing-text-classification-with-universal-1a2c69e5baa9
Medium
Deep Transfer Learning for Natural Language Processing — Text Classification with Universal Embeddings
A Guide to Demystifying Universal Sentence Encoders
Computer Vision applications in Self-Driving Cars - Jeremy Cohen - Medium
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https://medium.com/@jeremyscohen/computer-vision-applications-in-self-driving-cars-610561e14118
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https://medium.com/@jeremyscohen/computer-vision-applications-in-self-driving-cars-610561e14118
Medium
Computer Vision applications in Self-Driving Cars
This article is a refresh from my previous article AI…And the Vehicle went Autonomous where I described approaches to find lane lines and…
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Google AI: A Configurable Simulation Platform for Recommender Systems
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https://medium.com/ai%C2%B3-theory-practice-business/google-ai-a-configurable-simulation-platform-for-recommender-systems-dd727ee705e7
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https://medium.com/ai%C2%B3-theory-practice-business/google-ai-a-configurable-simulation-platform-for-recommender-systems-dd727ee705e7
Medium
Google AI: A Configurable Simulation Platform for Recommender Systems
This research summary is just one of many that are distributed weekly on the AI scholar newsletter. To start receiving the weekly…
Remember the $86 million license plate scanner I replicated?
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https://read.acloud.guru/remember-that-86-million-license-plate-scanner-i-replicated-heres-what-happened-next-9f3c64e8f22b
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https://read.acloud.guru/remember-that-86-million-license-plate-scanner-i-replicated-heres-what-happened-next-9f3c64e8f22b
Medium
Remember the $86 million license plate scanner I replicated?
I caught someone with it
Text Classification with State of the Art NLP Library — Flair
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https://towardsdatascience.com/text-classification-with-state-of-the-art-nlp-library-flair-b541d7add21f
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@DeepLearning_AI
https://towardsdatascience.com/text-classification-with-state-of-the-art-nlp-library-flair-b541d7add21f
Medium
Text Classification with State of the Art NLP Library — Flair
Exciting news! A new version of Flair - state-of-the-art NLP library has just been released. Learn how to use it for text classification
Understanding Machine Learning Course - New World : Artificial Intelligence
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https://www.newworldai.com/understanding-machine-learning-course/
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https://www.newworldai.com/understanding-machine-learning-course/
New World : Artificial Intelligence
Understanding Machine Learning Course - New World : Artificial Intelligence
Shai Ben-David, Professor at the University of Waterloo, gave Machine Learning Course composed of 23 Lectures (CS 485/685) at the University of Waterloo on
OpenCV Vehicle Detection, Tracking, and Speed Estimation ==> (with source code)
In this tutorial, you will learn how to use OpenCV and Deep Learning to detect vehicles in video streams
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https://www.pyimagesearch.com/2019/12/02/opencv-vehicle-detection-tracking-and-speed-estimation/
In this tutorial, you will learn how to use OpenCV and Deep Learning to detect vehicles in video streams
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https://www.pyimagesearch.com/2019/12/02/opencv-vehicle-detection-tracking-and-speed-estimation/
PyImageSearch
OpenCV Vehicle Detection, Tracking, and Speed Estimation - PyImageSearch
Learn how to use OpenCV and Deep Learning to detect vehicles in video streams, track them, and apply speed estimation to detect the MPH/KPH of the moving vehicle.