Subject

Data

Applied Natural Language Processing

From Real-World Natural Language Processing by Masato Hagiwara


slideshare-applied-natural-language-processing

The Guide to Cryptography

From Real-World Cryptography by David Wong


slideshare-the-guide-to-cryptography

Build High-Traffic Applications

From Pulsar in Action by David Kjerrumgaard


slideshare-build-high-traffic-applications

A New Approach to Deep Learning

From Probabilistic Deep Learning with Python by Oliver Dürr, Beate Sick, and Elvis Murina


slideshare-a-new-approach-to-deep-learning

Expand Your Programming Skill Set

From Algorithms and Data Structures in Action by Marcello La Rocca


slideshare-expand-your-programming-skill-set

The Computer Vision Pipeline, Part 5: Classifier learning algorithms and conclusion

From Deep Learning for Vision Systems by Mohamed Elgendy

Aggregating Your Data with Spark

From Spark in Action, Second Edition by Jean-Georges Perrin

Basic Time-Series Forecasting

From Machine Learning for Business by Doug Hudgeon and Richard Nichol

This article covers basic time-series forecasting: what it is and why it’s a tough problem.

Function Pipelines for Mapping Complex Transformations

From Mastering Large Datasets with Python by J.T. Wolohan

This article covers

· Using map to do complex data transformations

· Chaining together small functions into pipelines

· Applying these pipelines in parallel on large datasets

Neural Network Architectures

From Probabilistic Deep Learning with Python by Oliver Dürr, Beate Sick, and Elvis Murina

This article dives into neural network architectures and how get started implementing and using them.

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