Absolute Beginner S Guide To Algorithms

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Absolute Beginner's Guide to Algorithms

Author: Kirupa Chinnathambi
language: en
Publisher: Addison-Wesley Professional
Release Date: 2023-12-08
A hands-on, easy-to-comprehend guide that is perfect for anyone who needs to understand algorithms. With the explosive growth in the amount of data and the diversity of computing applications, efficient algorithms are needed now more than ever. Programming languages come and go, but the core of programming--algorithms and data structures--remains the same. Absolute Beginner's Guide to Algorithms is the fastest way to learn algorithms and data structures. Using helpful diagrams and fully annotated code samples in Javascript, you will start with the basics and gradually go deeper and broader into all the techniques you need to organize your data. Start fast with data structures basics: arrays, stacks, queues, trees, heaps, and more Walk through popular search, sort, and graph algorithms Understand Big-O notation and why some algorithms are fast and why others are slow Balance theory with practice by playing with the fully functional JavaScript implementations of all covered data structures and algorithms Register your book for convenient access to downloads, updates, and/or corrections as they become available. See inside book for details.
Machine Learning For Absolute Beginners A Step by Step guide Algorithms For Supervised and Unsupervised Learning With Real World Applications

" Machines can LEARN ?!?! Machine learning occurs primarily through the use of " algorithms" and other elaborate procedures. Whether you're a novice, intermediate or expert this book will teach you all the ins, outs and everything you need to know about machine learning. Instead of spending hundreds or even thousands of dollars on courses/materials why not read this book instead? Its a worthwhile read and the most valuable investment you can make for yourself. What You'll Learn - Supervised Learning -Unsupervised Learning -Reinforced Learning - Algorithms -Decision Tree -Random Forest -Neural Networks -Python -Deep Learning -And much, much more! ☆★☆ Grab your copy now! ☆★☆ "
AI for Absolute Beginners: A Clear Guide to Tomorrow

Author: Oliver Theobald
language: en
Publisher: Packt Publishing Ltd
Release Date: 2024-03-15
Embark on a journey through AI with our beginner-friendly course, empowering you to understand and ethically apply AI, shaping the future of technology and innovation. Key Features Simplify AI concepts for easy understanding Highlight ethical AI use and privacy Foresee the influence of AI on future work Book Description The course begins with an engaging introduction to the world of Artificial Intelligence, making it approachable for absolute beginners. We unravel the mysteries of AI's evolution, from its historical roots to the cutting-edge technologies shaping our future. By explaining complex concepts in simple terms, this course aims to illuminate the path for those curious about how AI impacts our world. The course focuses on the core components of AI, including machine learning, deep learning, and natural language processing, before advancing to more specialized topics like generative AI and computer vision. Each module is designed to build a comprehensive understanding, emphasizing why these technologies are crucial for solving real-world problems and how they're transforming industries. The course wraps up by exploring the ethical considerations and privacy concerns associated with AI, along with a visionary look at the future of work in an AI-driven world. It offers a treasure trove of further resources, ensuring learners have everything they need to continue their exploration of AI. What you will learn Decode the history and evolution of AI Navigate through AI's development stages Grasp natural language processing fundamentals Dive into generative AI and its applications Understand recommender systems and computer vision Recognize AI's impact on privacy and ethics Who this book is for This course is ideal for enthusiasts and professionals eager to understand AI from the ground up. No prior knowledge is required, making this course perfect for those looking to get acquainted with AI concepts and their applications across various industries.