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Why Your Data Science Team Needs Separate Testing, Validation & Training Sets
/in Data Science/by Philip PileticAutomated testing of machine learning models can help to dramatically reduce the amount of time and effort that your team has to dedicate to debugging them. Not applying these techniques […]
My elaborate study notes on reinforcement learning
/in Artificial Intelligence, Data Science, Data Science Hack, Deep Learning, Machine Learning, Main Category, Use Cases/by Yasuto TamuraThis article is going to be composed of the following contents.
Understanding the “simplicity” of reinforcement learning: comprehensive tips to take the trouble out of RL
Graphical understanding of dynamic programming and the Bellman equation: taking a typical approach at first
AI Platforms – A Comprehensive Guide
/in Tool Introduction/by Jaimin DaveA comprehensive guide compiled to introduce readers to AI platforms, their types, and benefits. A concluding section to discuss AI platform selection strategy with Attri’s Best of Breed approach to […]
How to Successfully Perform a Data Quality Assessment (DQA)
/in Business Analytics, Data Migration, Data Warehousing/by Shannon FlynnPeople generate 2.5 quintillion bytes of data every single day. That’s 1.7 megabytes generated every second for each of the 7.8 billion residents of Earth. A lot of that information […]
Coffee Shop Location Predictor
/in Data Mining, Data Science, Data Science Hack, Main Category, Predictive Analytics, Python, Tutorial, Visualization/by Mrinalini SunderAs part of this article, we will explore the main steps involved in predicting the best location for a coffee shop in Vancouver. We will also take into consideration that […]
What Is Data Lake Architecture?
/in Data Engineering, Data Warehousing/by Shannon FlynnThe volume of information produced by everyone in the world is growing exponentially. To put it in perspective, it’s estimated that by 2023 the big data analytics market will reach […]
How Microsoft Azure Is Impacting Financial Companies
/in Cloud, Insights, Use Cases/by Renata KalsbeekMicrosoft Azure has taken a large chunk of the cloud marketplace, transforming companies with the speed and security of the cloud. Microsoft has over the years used Azure to cushion […]
Rethinking linear algebra part two: ellipsoids in data science
/in Artificial Intelligence, Data Mining, Data Science, Data Science Hack, Machine Learning, Main Category, Python, Tutorial/by Yasuto Tamura1 Our expedition of eigenvectors still continues This article is still going to be about eigenvectors and PCA, and this article still will not cover LDA (linear discriminant analysis). Hereby […]
How to make a toy English-German translator with multi-head attention heat maps: the overall architecture of Transformer
/in Artificial Intelligence, Data Mining, Data Science, Data Science Hack, Deep Learning, Insights, Machine Learning, Main Category, Python, Python, TensorFlow, Tools, Tutorial/by Yasuto TamuraIf you have been patient enough to read the former articles of this article series Instructions on Transformer for people outside NLP field, but with examples of NLP, you should […]
Leveraging Data Science for Vaccine Access and Administration
/in Use Case/by Shannon FlynnAs people across the world become eligible for receiving their doses, governments and pharmaceutical companies must act efficiently to provide those vaccines. Alongside distribution, people need more information about these […]