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LLM Engineer's Handbook
LLM Engineer's Handbook
Full star icon Full star icon Full star icon Full star icon Half star icon 4.8
By Paul Iusztin
October 2024 | 522 pages
Icon Build and refine LLMs step by step, covering data preparation, RAG, and fine-tuning
Icon Learn essential skills for deploying and monitoring LLMs, ensuring optimal performance in production
Icon Utilize preference alignment, evaluation, and inference optimization to enhance performance and adaptability of your LLM applications
Understanding the LLM Twin Concept and Architecture Chevron down icon Chevron up icon
Tooling and Installation Chevron down icon Chevron up icon
Data Engineering Chevron down icon Chevron up icon
RAG Feature Pipeline Chevron down icon Chevron up icon
Supervised Fine-Tuning Chevron down icon Chevron up icon
Fine-Tuning with Preference Alignment Chevron down icon Chevron up icon
Evaluating LLMs Chevron down icon Chevron up icon
Inference Optimization Chevron down icon Chevron up icon
RAG Inference Pipeline Chevron down icon Chevron up icon
Inference Pipeline Deployment Chevron down icon Chevron up icon
MLOps and LLMOps Chevron down icon Chevron up icon
Other Books You May Enjoy Chevron down icon Chevron up icon
Index Chevron down icon Chevron up icon
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Python Machine Learning By Example
Python Machine Learning By Example
Full star icon Full star icon Full star icon Full star icon Half star icon 4.9
By Yuxi (Hayden) Liu
July 2024 | 518 pages
Icon Discover new and updated content on NLP transformers, PyTorch, and computer vision modeling
Icon Includes a dedicated chapter on best practices and additional best practice tips throughout the book to improve your ML solutions
Icon Implement ML models, such as neural networks and linear and logistic regression, from scratch
Icon Purchase of the print or Kindle book includes a free PDF copy
Getting Started with Machine Learning and Python Chevron down icon Chevron up icon
Building a Movie Recommendation Engine with Naïve Bayes Chevron down icon Chevron up icon
Predicting Online Ad Click-Through with Tree-Based Algorithms Chevron down icon Chevron up icon
Predicting Online Ad Click-Through with Logistic Regression Chevron down icon Chevron up icon
Predicting Stock Prices with Regression Algorithms Chevron down icon Chevron up icon
Predicting Stock Prices with Artificial Neural Networks Chevron down icon Chevron up icon
Mining the 20 Newsgroups Dataset with Text Analysis Techniques Chevron down icon Chevron up icon
Discovering Underlying Topics in the Newsgroups Dataset with Clustering and Topic Modeling Chevron down icon Chevron up icon
Recognizing Faces with Support Vector Machine Chevron down icon Chevron up icon
Machine Learning Best Practices Chevron down icon Chevron up icon
Categorizing Images of Clothing with Convolutional Neural Networks Chevron down icon Chevron up icon
Making Predictions with Sequences Using Recurrent Neural Networks Chevron down icon Chevron up icon
Advancing Language Understanding and Generation with the Transformer Models Chevron down icon Chevron up icon
Building an Image Search Engine Using CLIP: a Multimodal Approach Chevron down icon Chevron up icon
Making Decisions in Complex Environments with Reinforcement Learning Chevron down icon Chevron up icon
Other Books You May Enjoy Chevron down icon Chevron up icon
Index Chevron down icon Chevron up icon
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C# 13 and .NET 9 – Modern Cross-Platform Development Fundamentals
C# 13 and .NET 9 – Modern Cross-Platform Development Fundamentals
By Mark J. Price
November 2024 | 828 pages
Icon Explore the newest additions to C# 13, the .NET 9 class libraries, and Entity Framework Core 9
Icon Build professional websites and services with ASP.NET Core 9 and Blazor
Icon Enhance your skills with step-by-step code examples and best practices tips
Hello, C#! Welcome, .NET! Chevron down icon Chevron up icon
Speaking C# Chevron down icon Chevron up icon
Controlling Flow, Converting Types, and Handling Exceptions Chevron down icon Chevron up icon
Writing, Debugging, and Testing Functions Chevron down icon Chevron up icon
Building Your Own Types with Object-Oriented Programming Chevron down icon Chevron up icon
Implementing Interfaces and Inheriting Classes Chevron down icon Chevron up icon
Packaging and Distributing .NET Types Chevron down icon Chevron up icon
Working with Common .NET Types Chevron down icon Chevron up icon
Working with Files, Streams, and Serialization Chevron down icon Chevron up icon
Working with Data Using Entity Framework Core Chevron down icon Chevron up icon
Querying and Manipulating Data Using LINQ Chevron down icon Chevron up icon
Introducing Modern Web Development Using .NET Chevron down icon Chevron up icon
Building Websites Using ASP.NET Core Chevron down icon Chevron up icon
Building Interactive Web Components Using Blazor Chevron down icon Chevron up icon
Building and Consuming Web Services Chevron down icon Chevron up icon
Epilogue Chevron down icon Chevron up icon
Index Chevron down icon Chevron up icon
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