JULIA AND C++ PROGRAMMING UNLEASHED: JULIA AND C++ PROGRAMMING UNLEASHED - 2 BOOKS IN 1 by JP PETERSON
English | July 24, 2024 | ISBN: N/A | ASIN: B0DB5KV567 | 427 pages | EPUB | 0.23 Mb
Julia Programming Unleashed: A Step Beyond the Basics for Intermediate Coders
Take your Julia programming skills to the next level with "Julia Programming Unleashed: A Step Beyond the Basics for Intermediate Coders." This advanced guide is designed for those who are already familiar with the fundamentals of Julia and are eager to explore its more sophisticated capabilities in data science, machine learning, and high-performance computing.
Building on the foundation of Julia's syntax and core concepts, this book delves deep into practical applications and real-world projects that will sharpen your coding skills and elevate your proficiency with Julia. Whether you're an intermediate coder or an aspiring data scientist, this book is your ticket to unlocking the true potential of Julia.
What You'll Explore:
1. Advanced Data Manipulation: Go beyond the basics of DataFrames.jl and delve into advanced data manipulation techniques. Learn to efficiently clean, reshape, and preprocess data for complex analytical tasks.
2. Machine Learning Mastery: Dive into the world of machine learning with Julia. Develop a deep understanding of ScikitLearn.jl and Flux.jl to build, train, and optimize powerful machine learning models.
3. Parallel and High-Performance Computing: Harness the incredible speed and performance of Julia for parallel and distributed computing. Explore multithreading, multiprocessing, and GPU acceleration for lightning-fast data processing.
4. Optimization and Numerical Computing: Learn how Julia excels in numerical computing and optimization tasks. Solve complex mathematical problems, perform simulations, and optimize algorithms with ease.
"Mastering C++ Programming: A Comprehensive Guide for Intermediate Learners"
Are you ready to take your C++ programming skills to the next level? Dive into the world of advanced C++ with our comprehensive guide designed specifically for intermediate learners.
In "Mastering C++ Programming," we bridge the gap between the fundamentals and the intricacies of this versatile programming language. Whether you're a student aiming to excel in your coursework, a hobbyist with a passion for coding, or a professional seeking to enhance your skill set, this ebook is your ticket to mastering C++.
What You'll Discover Inside:
1. A Solid Foundation: Begin with a concise recap of C++ basics to ensure you're on the same page as you embark on your journey to mastery.
2. Advanced Topics: Explore a wealth of advanced concepts, including templates and generic programming, the Standard Template Library (STL), concurrency and multithreading, smart pointers, and more. These topics empower you to write efficient, scalable, and maintainable code.
3. Lambda Expressions and Move Semantics: Learn the art of concise coding with lambda expressions and the efficiency of move semantics, essential skills for modern C++ development.
4. Customization and Optimization: Delve into the world of custom memory management, design patterns, and custom data structures and algorithms. Discover how to fine-tune your code for optimal performance.
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