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Towards Data Science
128 subscribers
Towards Data Science
https://towardsdatascience.com/on-average-youre-using-the-wrong-average-part-ii-b32fcb41527e
Medium
On Average, You’re Using the Wrong Average — Part II
Real & Simulated Data + Summary Statistic Dynamics using R & BigQuery
Towards Data Science
https://towardsdatascience.com/bandits-for-recommender-system-optimization-1d702662346e
Medium
Bandits for Recommender System Optimization
Anyone who has shopped on Amazon, listened to music on Spotify, or browsed for a binge worthy TV series on Netflix has experienced…
Towards Data Science
https://towardsdatascience.com/use-algorithms-to-recommend-items-to-customers-in-python-347b769b21f3
Towards Data Science
https://towardsdatascience.com/cracking-morse-code-with-rnns-e5883355a6f3
Medium
“Cracking” Morse code with RNNs
Spoiler alert: Morse code doesn’t really need cracking. Its useful because messages can be sent using this code with minimal equipment, and…
Towards Data Science
https://towardsdatascience.com/bayesball-bayesian-analysis-of-batting-average-102e0390c0e4
Medium
Bayesball: Bayesian analysis of batting average
*In addition to short code blocks I will attach, you can find the link for the whole Jupyter Notebook at the end of this post.
Towards Data Science
https://towardsdatascience.com/black-box-attacks-on-perceptual-image-hashes-with-gans-cc1be11f277
Medium
Black-Box Attacks on Perceptual Image Hashes with GANs
tldr: This post demonstrates that GANs are capable of breaking image hash algorithms in two key ways: (1) Reversal Attack: Synthesizing the…
Towards Data Science
https://towardsdatascience.com/how-to-extend-a-canned-tensorflow-estimator-to-add-more-evaluation-metrics-and-to-pass-through-ddf66cd3047d
Towards Data Science
How to extend a canned TensorFlow Estimator
Or how to add more evaluation metrics and pass through instance keys when using a canned estimator
Towards Data Science
https://towardsdatascience.com/selecting-the-best-machine-learning-algorithm-for-your-regression-problem-20c330bad4ef
Medium
Selecting the best Machine Learning algorithm for your regression problem
When approaching any type of Machine Learning (ML) problem there are many different algorithms to choose from. In machine learning, there’s something called the “No Free Lunch” theorem which…
Towards Data Science
https://towardsdatascience.com/machine-learning-workflow-on-diabetes-data-part-02-11262b7f7a5c
Medium
Machine Learning Workflow on Diabetes Data : Part 02
In my last article of this series, we discussed about the machine learning workflow on the diabetes data set. And discussed about topics…
Towards Data Science
https://towardsdatascience.com/whats-new-in-deep-learning-research-understanding-deepmind-s-impala-4fbfa5d0ad0c
Towards Data Science
What’s New in Deep Learning Research: Understanding DeepMind’s IMPALA
Deep reinforcement learning has rapidly become one of the hottest research areas in the deep learning ecosystem. The fascination with…
Towards Data Science
https://towardsdatascience.com/introduction-to-markov-chains-50da3645a50d
Medium
Introduction to Markov Chains
What are Markov chains, when to use them, and how they work
Towards Data Science
https://towardsdatascience.com/reinforcement-learning-cheat-sheet-2f9453df7651
Medium
Reinforcement Learning Cheat Sheet
Disclaimer: This is a work in progress project there may be errors!
Towards Data Science
https://towardsdatascience.com/applications-of-sentiment-analysis-in-business-b7e660e3de69
Medium
Applications of Sentiment Analysis in Business
Sentiment Analysis in business, also known as opinion mining is a process of identifying and cataloging a piece of text according to the…
Towards Data Science
https://towardsdatascience.com/building-a-deployable-ml-classifier-in-python-46ba55e1d720
Medium
Building a Deployable ML Classifier in Python
Now-a-days, machine learning has become completely a necessary, effective and efficient way to find solutions to the problems thanks to…
Towards Data Science
https://towardsdatascience.com/easy-way-to-read-comics-on-your-cellphone-python-3-6-and-pillow-104e0d38afbf
Medium
Easy way to read comics on your cellphone : Python 3.6 and Pillow
Marvel or DC? Superman or Batman? Naruto or Bleach?
Towards Data Science
https://towardsdatascience.com/march-edition-making-sense-of-so-much-data-ab82a985c196
Towards Data Science
March Edition: Making sense of so much data
12 Must-Read Articles
Towards Data Science
Towards Data Science
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Towards Data Science
Towards Data Science
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Towards Data Science
To engage more audience, we moved to
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t.me/datascienceboom
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Data Science Boom
Boom! Data Science, Machine Learning, Artificial Intelligence news and learning resources.
Our Data Science discussion group: @datascienceboomgroup
For questions contact @andrew_avel
Towards Data Science
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