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Web development with Django : learn to build modern web applications with a Python-based framework by Ben Shaw, Saurabh Badhwar, Andrew Bird, Bharath Chandra K S, and Chris Guest is a work of fiction available to read on EtoBox.

What is Web development with Django : learn to build modern web applications with a Python-based framework about?

Explore effective trading strategies in real-world markets using NumPy, spaCy, pandas, scikit-learn, and KerasKey FeaturesImplement machine learning algorithms to build, train, and validate algorithmic modelsCreate your own algorithmic design process to apply probabilistic machine learning approaches to trading decisionsDevelop neural networks for algorithmic trading to perform time series forecasting and smart analyticsBook DescriptionThe explosive growth of digital data has boosted the demand for expertise in trading strategies that use machine learning (ML). This book enables you to use a broad range of supervised and unsupervised algorithms to extract signals from a wide variety of data sources and create powerful investment strategies.This book shows how to access market, fundamental, and alternative data via API or web scraping and offers a framework to evaluate alternative data. You'll practice the ML workflow from model design, loss metric definition, and parameter tuning to performance evaluation in a time series context. You will understand ML algorithms such as Bayesian and ensemble methods and manifold learning, and will know how to train and tune these models using pan

Who reads Web development with Django : learn to build modern web applications with a Python-based framework?

Author

Ben Shaw, Saurabh Badhwar, Andrew Bird, Bharath Chandra K S, and Chris Guest

Publisher

Packt Publishing Pvt. Ltd.

Published

2021

Language

EN

ISBN

9780606048873

Category

work of fiction

Subjects

Computer Science, Finance, Management

Rating

3.79 / 5 (2,086,945 ratings)

Updated

2026-03-14