“…What you will learn Master foundational concepts that underpin all data science applications Use advanced techniques to elevate your data science proficiency Apply data science concepts to solve real-world data science challenges Implement the NumPy, SciPy, and scikit-learn concepts in Python Build predictive machine learning models with mathematical concepts Gain expertise in Bayesian non-parametric methods for advanced probabilistic modeling Acquire mathematical skills tailored for time-series and network data types Who this book is for This book is for data scientists, machine learning engineers, and data analysts who already use data science tools and libraries but want to learn more about the underlying math. Whether you're looking to build upon the math you already know, or need insights into when and how to adopt tools and libraries to your data science problem, this book is for you. …”

“…You will wrap up the course by having a look at threading in Python, multiprocessing pool, and async wait statements. …”

“…What you will learn Create powerful, production-grade web applications with minimal fuss Support multiple environments with one artifact, and add production-grade support with features Find out how to tweak your Java apps through different properties Enhance the security model of your apps Make use of enhancing features such as native deployment and reactive programming in Spring Boot Build anything from lightweight unit tests to fully running embedded web container integration tests Get a glimpse of reactive programming and decide if it's the right approach for you Who this book is for This book is for both novices and experienced Spring developers looking to learn how to build applications without wasting time on infrastructure and other tedious details. …”

“…This book is also useful for solutions architects or enterprise architects looking for best practices to build resilient and scalable AI-driven automation solutions. …”

“…Jonathan Sharley, SiriusXM Media Understanding and putting in practice the concepts of this book will help you increase productivity and make you look like a pro. Jose Apablaza, Steadfast Networks Teaches both novice and expert Python users the essential concepts required for data analysis and data science. …”

“…Daniel V̀squez Estupįan, Tokiota This is the book you are looking for when you want to know how to code in the most idiomatic way possible with C#. …”

“…about the book Five Lines of Code is a fresh look at refactoring for developers of all skill levels. …”

“…Daniela Zapata Riesco, M1 Finance If you've ever wondered what working smarter instead of harder is supposed to look like, you should read this book. I am already seeing improvements in my day-to-day work…”

“…You'll sift through the unreliable initial results and focus on how to diagnose and fix the problems in your neural network. Finally, you'll look at way…”

“…What you will learn Explore core concepts and applications of Stable Diffusion and set up your environment for success Refine performance, manage VRAM usage, and leverage community-driven resources like LoRAs and textual inversion Harness the power of ControlNet, IP-Adapter, and other methodologies to generate images with unprecedented control and quality Explore developments in Stable Diffusion such as video generation using AnimateDiff Write effective prompts and leverage LLMs to automate the process Discover how to train a Stable Diffusion LoRA from scratch Who this book is for If you're looking to gain control over AI image generation, particularly through the diffusion model, this book is for you. …”

“…What you will learn Understand network sources of truth and the role they play in network automation architecture Gain an understanding of Nautobot as a network source and a network automation platform Convert Python scripts to enable self-service Nautobot Jobs Understand how YAML files in Git can be easily integrated into Nautobot Get to grips with the NetDevOps ecosystem around Nautobot and its app ecosystem Delve into popular Nautobot Apps including Single Source of Truth and Golden Config Who this book is for This book is for network engineers, network automation engineers, and software engineers looking to support their network teams by building custom Nautobot Apps. …”

“…. - Dan Sheikh, BCG Digital Ventures If you want to efficiently take your Python skills to the next level, look no further. This is the book for you. - Eli Mayost, IBM Provides a lot of insights into one of the trickier aspects of Python programming, namely asyncio. - Peter White, Charles Sturt University…”

“…You'll also get an inside look at testing, deployment, and efficient DevOps practices for microservices. …”

“…The Shopping Revolution is a must-read for those in the retailing business who want to develop an effective strategy, entrepreneurs looking at starting their own business, and anyone interested in understanding the changing landscape in which they are shopping. …”

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“…This should lead towards more robust or tailor-made BCI protocols, facilitating translation of research from laboratories to the end users.We are looking for the original work, data supported findings, as well as comprehensive review articles that map out what is and is not possible in this filed in the near and far future…”

“…The conference proceedings (in three volumes) reflect these objectives in a variety of ways and outline them in a forward-looking manner. Volume 3 consists of eleven contributions that address the most pressing points in the area of German as a foreign language and German as a second language. …”

“…A comprehensive overview of the current progresses dealing with the genotoxic stress response in plants will be provided looking at cellular and molecular level with multidisciplinary approaches. …”