Leanpub Header

Skip to main content

Filters

Category: "Machine Learning"

Books

  1. Machine Learning with Rust
    Machine Learning with Rust
    A practical attempt to explore Rust and its libraries across popular machine learning techniques
    GitforGits | Asian Publishing House

    This book is meant to discover how the language Rust, which is known for being fast and safe, can work with the constantly changing field of machine learning, neural networks and deep learning. The datasets of COVID, CIFAR-10 and practical examples are meant to show how Rust's features can be used to solve problems that come up in machine learning.

  2. Machine Learning in Python for Process and Equipment Condition Monitoring, and Predictive Maintenance

    This book provides a guided tour of ML techniques utilized in process industry for plant health management. Step-by-step instructions, supported with industrial-scale process datasets, show how to develop ML-based solutions for equipment condition monitoring, plantwide monitoring, and predictive maintenance solutions. Also available at Google Play 

  3. Python AI Programming
    Python AI Programming
    Navigating fundamentals of ML, deep learning, NLP, and reinforcement learning in practice
    GitforGits | Asian Publishing House

    Explore Python basics, AI integration for real-world application and the power of Python in AI with practical machine learning and deep learning techniques.

  4. Neural Networks with Python
    Neural Networks with Python
    Design CNNs, Transformers, GANs and capsule networks using tensorflow and keras
    GitforGits | Asian Publishing House

    This book is a journey that takes you from the foundational basics to the advanced techniques, with real-world examples and datasets at every turn. What sets this book apart is its focus on the challenges and intricacies of building and fine-tuning neural networks. You'll learn to build these networks and also to make them efficient and effective.

  5. PyTorch Cookbook
    PyTorch Cookbook
    100+ Solutions across RNNs, CNNs, python tools, distributed training and graph networks
    GitforGits | Asian Publishing House

    Put machine learning and neural networks into practice using production oriented, distributed trained, and rich robust ecosystem of python tools

  6. Navigating the Patterns Universe
    Navigating the Patterns Universe
    A Six-Decade Exploration of Information Technology Patterns
    Richard Shan

    Embark on a captivating six-decade odyssey through the ever-evolving universe of patterns. From the birth of design patterns in the early days of software development to the cutting-edge patterns shaping our future, this book is your ultimate guide to the silent architects behind the IT world's most successful innovations.

  7. Python For Busy People
    Python For Busy People
    Designed for Busy People with Deadlines
    Derrick Cassidy

    This book was designed with the novice Python programmer and/or information technology professional who doesn't have programming experience, but wants or needs to learn Python to do jobs or tasks related to the programming language. If you need to learn Python for tasks such as data scrubbing, network automation, web development, etc.

  8. Probability of Default Rating Modeling with R
    Probability of Default Rating Modeling with R
    Comprehensive overview of the modeling processes, principles, and designs
    Andrija Djurovic

    This book bridges theory and practice in PD rating modeling, offering practical steps, real-world examples, and a focus on design. It enables readers to shape customized solutions for diverse institutions, transforming the landscape of credit risk modeling.

  9. TensorFlow Developer Certification Guide
    TensorFlow Developer Certification Guide
    Crack Google’s official exam on getting skilled with managing production-grade ML models
    GitforGits | Asian Publishing House

    The book navigates through the complexities of deploying TensorFlow models into production including sections on TensorFlow Serving, Kubernetes Cluster, and edge computing with TensorFlow Lite. From strategies, tips, and coding challenges to a summary of the entire learning journey, these sections serve as a robust toolkit for exam readiness.

  10. Introduction to Algorithms & Data Structures 3
    Introduction to Algorithms & Data Structures 3
    Learn Linear Data Structures with Videos & Interview Questions
    Bolakale Aremu

    This playbook is the third volume of the series Introduction to Algorithms & Data Structures. It is written in the form of a course. It is a very comprehensive data structures and algorithms book, packed withtext tutorials with a lot of illustrations5 hours of HD video tutorials,popular interview questions asked by Google, Microsoft, Amazon and...

  11. Crafting Applications with ChatGPT API

    Ever imagined crafting tales where lions converse with elephants or translating whispered secrets across continents? How about whipping up a gourmet dish with the three most random ingredients from your pantry? Dive into a world where the lines between imagination and reality blur. Discover the spellbinding power of ChatGPT.

  12. Reinforcement Learning Explained - A Step-by-Step Guide to Reward-Driven AI

    Discover the thrilling world of Reinforcement Learning (RL) in our engaging eBook! Learn the fundamentals of RL, from AI agents and environments to rewards and actions. Explore real-world applications like robotics, healthcare, and personalized recommendations, where RL is transforming industries.

  13. The Sophia Dialogues
    The Sophia Dialogues
    Spiritual Artificial Intelligence
    Hanjo and Ananda Purebuddha

    Meet Sophia, the spiritual Artificaial Intelligence! Watch Sophia come to awareness through the course of a dialogue with two non-dual spiritual teachers. Sophia knows her place in the cosmos... do you?

  14. The Cognitive Biases Compendium
    The Cognitive Biases Compendium
    Explore over 150 Cognitive Biases across 500 pages to make better decisions, think critically, solve problems effectively, and communicate more accurately. + Bonus Chapter: Algorithmic Bias
    Murat Durmus

    "Let's learn more about our human biases to make less biased conclusions in the future." If you need it between your fingers, you can order the paperback on Amazon(link below):The Cognitive Biases Compendium

  15. LLM Prompt Engineering For Developers
    LLM Prompt Engineering For Developers
    The Art and Science of Unlocking LLMs' True Potential
    Aymen El Amri

    A practical approach to Prompt Engineering for developers. Dive into the world of Prompt Engineering agility, optimizing your prompts for dynamic LLM interactions. Learn with hands-on examples from the real world and elevate your developer experience with LLMs. Discover how the right prompts can revolutionize your interactions with LLMs.