Data Science Code Refactoring Example
https://towardsdatascience.com/data-science-code-refactoring-example-14c3ec858e0c
https://towardsdatascience.com/data-science-code-refactoring-example-14c3ec858e0c
Medium
Data Science Code Refactoring Example
When learning to code for data science we don’t usually consider the idea of modifying our code to reap a particular benefit in terms of…
Using RNNs for Machine Translation
An introduction to RNN and LSTM networks, as well as their applications.
https://towardsdatascience.com/using-rnns-for-machine-translation-11ddded78ddf?source=collection_home---4------4---------------------
An introduction to RNN and LSTM networks, as well as their applications.
https://towardsdatascience.com/using-rnns-for-machine-translation-11ddded78ddf?source=collection_home---4------4---------------------
Medium
Using RNNs for Machine Translation
An introduction to RNN and LSTM networks, as well as their applications.
Get Started with Using CNN+LSTM for Forecasting
A method you should try when you have data of low granularity with recurring local pattern
https://towardsdatascience.com/get-started-with-using-cnn-lstm-for-forecasting-6f0f4dde5826?source=topic_page---------2------------------1
A method you should try when you have data of low granularity with recurring local pattern
https://towardsdatascience.com/get-started-with-using-cnn-lstm-for-forecasting-6f0f4dde5826?source=topic_page---------2------------------1
Medium
Get Started with Using CNN+LSTM for Forecasting
A method you should try when you have data of low granularity with recurring local pattern
9 Applications of Deep Learning for Computer Vision
https://machinelearningmastery.com/applications-of-deep-learning-for-computer-vision/
https://machinelearningmastery.com/applications-of-deep-learning-for-computer-vision/
MachineLearningMastery.com
9 Applications of Deep Learning for Computer Vision - MachineLearningMastery.com
The field of computer vision is shifting from statistical methods to deep learning neural network methods. There are still many challenging problems to solve in computer vision. Nevertheless, deep learning methods are achieving state-of-the-art results on…
Artificial Intelligence vs Human Intelligence
https://medium.com/@hassanraha/artificial-intelligence-vs-human-intelligence-4d141ba6216e
https://medium.com/@hassanraha/artificial-intelligence-vs-human-intelligence-4d141ba6216e
Medium
Artificial Intelligence vs Human Intelligence
Widely, there are two categories of people. One, as soon as you read the title of this article, you would readily assume that AI cannot…
Machine learning interpretability techniques
https://towardsdatascience.com/machine-learning-interpretability-techniques-662c723454f3?source=collection_home---4------0---------------------
https://towardsdatascience.com/machine-learning-interpretability-techniques-662c723454f3?source=collection_home---4------0---------------------
Towards Data Science
Black-box vs. white-box models
Most machine learning systems require the ability to explain to stakeholders why certain predictions are made. When choosing a suitable…
The Evolved Transformer - Enhancing Transformer with Neural Architecture Search
https://towardsdatascience.com/the-evolved-transformer-enhancing-transformer-with-neural-architecture-search-f0073a915aca
https://towardsdatascience.com/the-evolved-transformer-enhancing-transformer-with-neural-architecture-search-f0073a915aca
Medium
The Evolved Transformer - Enhancing Transformer with Neural Architecture Search
Neural architecture search (NAS) is the process of algorithmically searching for new designs of neural networks. Though researchers have…
Google Faculty Research Awards 2018
https://ai.googleblog.com/2019/03/google-faculty-research-awards-2018.html
https://ai.googleblog.com/2019/03/google-faculty-research-awards-2018.html
Googleblog
Google Faculty Research Awards 2018
Asymptotic Analysis Explained with Pokémon: A Deep Dive into Complexity Analysis
https://medium.freecodecamp.org/asymptotic-analysis-explained-with-pok%C3%A9mon-a-deep-dive-into-complexity-analysis-8bf4396804e0?source=---------8---------------------
https://medium.freecodecamp.org/asymptotic-analysis-explained-with-pok%C3%A9mon-a-deep-dive-into-complexity-analysis-8bf4396804e0?source=---------8---------------------
freeCodeCamp.org
Asymptotic Analysis Explained with Pokémon: A Deep Dive into Complexity Analysis
Unearthing the complexities of complexity analysis with Pikachu!
Hyper-parameter Tuning Techniques in Deep Learning
https://towardsdatascience.com/hyper-parameter-tuning-techniques-in-deep-learning-4dad592c63c8
https://towardsdatascience.com/hyper-parameter-tuning-techniques-in-deep-learning-4dad592c63c8
Medium
Hyper-parameter Tuning Techniques in Deep Learning
The process of setting the hyper-parameters requires expertise and extensive trial and error. There are no simple and easy ways to set…
Finding similar images using Deep learning and Locality Sensitive Hashing
https://towardsdatascience.com/finding-similar-images-using-deep-learning-and-locality-sensitive-hashing-9528afee02f5
https://towardsdatascience.com/finding-similar-images-using-deep-learning-and-locality-sensitive-hashing-9528afee02f5
Medium
Finding similar images using Deep learning and Locality Sensitive Hashing
A simple walkthrough on finding similar images through image embedding by a ResNet 34 using FastAI & Pytorch. Also doing fast semantic…
How to use Test Driven Development in a Data Science Workflow
https://towardsdatascience.com/tdd-datascience-689c98492fcc
https://towardsdatascience.com/tdd-datascience-689c98492fcc
Medium
How to use Test Driven Development in a Data Science Workflow
Another thing Data Scientists and Machine Learning Engineers should learn from Software Developers
DeepMind: This Card Game Is the Next Frontier for AI Research
https://www.youtube.com/watch?v=cD-eXjf854Q
https://www.youtube.com/watch?v=cD-eXjf854Q
YouTube
DeepMind: The Hanabi Card Game Is the Next Frontier for AI Research
📝 The paper "The Hanabi Challenge: A New Frontier for AI Research" and a blog post is available here:
https://arxiv.org/abs/1902.00506
https://www.marcgbellemare.info/blog/a-cooperative-benchmark-announcing-the-hanabi-learning-environment/
❤️ Pick up cool…
https://arxiv.org/abs/1902.00506
https://www.marcgbellemare.info/blog/a-cooperative-benchmark-announcing-the-hanabi-learning-environment/
❤️ Pick up cool…
Machine Learning Algorithms Full Course | Tutorial
https://www.youtube.com/watch?v=XXHIK4iJYek
https://www.youtube.com/watch?v=XXHIK4iJYek
Reducing the Need for Labeled Data in Generative Adversarial Networks
https://ai.googleblog.com/2019/03/reducing-need-for-labeled-data-in.html
https://ai.googleblog.com/2019/03/reducing-need-for-labeled-data-in.html
Googleblog
Reducing the Need for Labeled Data in Generative Adversarial Networks
Creating AI for GameBoy Part 4: Q-Learning and Variations
https://towardsdatascience.com/creating-ai-for-gameboy-part-4-q-learning-and-variations-2a0d35dd0b1c
https://towardsdatascience.com/creating-ai-for-gameboy-part-4-q-learning-and-variations-2a0d35dd0b1c
Medium
Creating AI for GameBoy Part 4: Q-Learning and Variations
The part we’ve all been waiting for