Mark Ryan – författare
259 kr
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220 kr
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414 kr
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Business runs on tabular data in databases, spreadsheets, and logs. Crunch that data using deep learning, gradient boosting, and other machine learning techniques.Every organization in the world stores data in tables. Advanced Analytics for Business reveals practical techniques for applying machine learning techniques like deep learning and gradient boosting to your company's rows and columns.Inside Advanced Analytics for Business you'll learn how to:
Pick the right machine learning approach for your data Apply deep learning to tabular data Deploy tabular machine learning locally and in the cloud Pipelines to automatically train and maintain a model
This book collects best practices, hard-won tips and tricks, and hands-on techniques for making sense of tabular data using advanced machine learning techniques. Inside, you'll discover how to use XGBoost and LightGBM on tabular data, optimize deep learning libraries like TensorFlow and PyTorch for tabular data, and use cloud tools like Vertex AI to create an automated MLOps pipeline.
228 kr
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732 kr
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201 kr
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537 kr
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1 776 kr
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231 kr
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182 kr
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90 kr
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97 kr
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284 kr
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231 kr
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258 kr
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439 kr
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276 kr
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432 kr
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Most businesses are far more interested in accurate forecasting and fraud detection using their existing structured datasets than identifying cats in YouTube videos. Powerful deep learning techniques can efficiently extract insight from the kind of structured data collected by most businesses and organisations.
Deep learning offers the potential to identify complex patterns and relationships hidden in data of all sorts.
Deep Learning with Structured Data shows you how to apply powerful deep learning analysis techniques to the kind of structured, tabular data you'll find in the relational databases that real-world businesses depend on. Filled with practical, relevant applications, this book teaches you how deep learning can augment your existing machine learning and business intelligence systems.
• The benefits and drawbacks of deep learning
• Organizing data for your deep learning model
• The deep learning stack
• Measuring performance of your models
For readers with an intermediate knowledge of Python, Jupyter notebooks, and machine learning.
1 765 kr
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602 kr
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628 kr
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140 kr
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481 kr
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556 kr
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Information Security Practice and Experience
16th International Conference, ISPEC 2021, Nanjing, China, December 17–19, 2021, Proceedings
830 kr
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230 kr
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122 kr
Skickas
260 kr
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556 kr
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556 kr
Skickas inom 10-15 vardagar