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Tutorial: Implementing your own recommender systems in Python
Tutorial: Implementing your own recommender systems in Python
Nowadays, recommender systems are used to personalize your experience on the web, telling you what…
Cambridge Spark
Jan 23, 2020
Tutorial: Neural Networks in Python
Tutorial: Neural Networks in Python
This tutorial covers different concepts related to neural networks with Sklearn and PyTorch. Neural networks have gained lots of attention…
Cambridge Spark
Jan 23, 2020
Tutorial: An Introduction to Text Classification
Tutorial: An Introduction to Text Classification
In this tutorial, we will explore a basic workflow to train and evaluate a model to classify text. Note that there are many important…
Cambridge Spark
Jan 23, 2020
Tutorial: Data Processing with Pandas Dataframe
Tutorial: Data Processing with Pandas Dataframe
The purpose of this tutorial is to teach you how to process data with Pandas DataFrame.
Cambridge Spark
Jan 23, 2020
Trending
Magic Methods
Magic Methods
What are magic methods? They are special methods describing how a certain objects should behave. They are always surrounded by double…
Cambridge Spark
Dec 6, 2018
Early Infection Detection using YOLO
Early Infection Detection using YOLO
This article was submitted to us by Cambridge Spark alumna, Marta Rodríguez Martinez, and delves into the capstone project she undertook…
Cambridge Spark
Aug 23, 2018
From Compliance Manager to Legal Data Scientist
From Compliance Manager to Legal Data Scientist
An interview with our Applied Data Science Alum: Dmitry Podkopaev
Cambridge Spark
Jun 5, 2018
Tutorials
Tutorial: An introduction to Uber’s new CoordConv architecture and its applications
Tutorial: An introduction to Uber’s new CoordConv architecture and its applications
In 2018, Uber AI Labs developed a new layer for the deep learning practitioner: CoordConv
Cambridge Spark
Jan 23, 2020
Probability Calibration
Probability Calibration
In this tutorial I will talk about how to obtain calibrated probabilities using the credit card defaults dataset, which can be found here…
Tola Alade
Aug 14, 2019
Tutorial: Preprocessing text data
Tutorial: Preprocessing text data
Learn how to apply the bag-of-words and tf-idf model to unstructured text
Cambridge Spark
Jan 2, 2019
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