Tag: Effective

January 7, 2025

Effective XGBoost Optimizing, Tuning, Understanding, and Deploying Classification Models

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Free Download Effective XGBoost: Optimizing, Tuning, Understanding, and Deploying Classification Models By Matt Harrison Matt HarrisonMatt Harrison
2023 | 210 Pages | ISBN: 1792310390 | PDF | 39 MB
"Effective XGBoost" is the ultimate guide to mastering the art of classification. Whether you’re a seasoned data scientist or just starting out, this comprehensive book will take you from the basics of XGBoost to advanced techniques for optimizing, tuning, understanding, and deploying your models.XGBoost is one of the most popular machine learning algorithms used in data science today. With its ability to handle large datasets, handle missing values, and deal with non-linear relationships, it has become an essential tool for many data scientists. In this book, you’ll learn everything you need to know to become an expert in XGBoost.Starting with the basics, you’ll learn how to use XGBoost for classification tasks, including how to prepare your data, select the right features, and train your model. From there, you’ll explore advanced techniques for optimizing your models, including hyperparameter tuning, early stopping, and ensemble methods.But "Effective XGBoost" doesn’t stop there. You’ll also learn how to interpret your XGBoost models, understand feature importance, and deploy your models in production. With real-world examples and practical advice, this book will give you the skills you need to take your XGBoost models to the next level.Whether you’re working on a Kaggle competition, building a recommendation system, or just want to improve your data science skills, "Effective XGBoost" is the book for you. With its clear explanations, step-by-step instructions, and expert advice, it’s the ultimate guide to mastering XGBoost and becoming a top-notch data scientist.

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January 7, 2025

Beyond Effective Go Part 2 – Striving for High-Quality Code

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Free Download Beyond Effective Go: Part 2 – Striving for High-Quality Code by Corey Scott, Siew May Tan, Rachael Churchill
English | August 22, 2024 | ISBN: N/A | ASIN: B0D4XPT88X | 337 pages | EPUB | 4.22 Mb
Discover the unique secrets to writing high-quality code efficiently and effectively and dramatically improve your development productivity!

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January 5, 2025

Highly Effective Habits!

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Free Download Highly Effective Habits! by Laurel D. Malvern
English | April 9, 2024 | ISBN: N/A | ASIN: B0D1CY64CS | 73 pages | EPUB | 0.14 Mb
Unlock the secrets to success and unleash your full potential with "Highly Effective Habits" by author Laurel D. Malvern!

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January 5, 2025

Effective Non-Hermiticity and Topology in Markovian Quadratic Bosonic Dynamics (Springer Theses)

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Free Download Effective Non-Hermiticity and Topology in Markovian Quadratic Bosonic Dynamics (Springer Theses) by Vincent Paul Flynn
English | April 19, 2024 | ISBN: 3031520440 | 259 pages | MOBI | 28 Mb
This thesis provides an in-depth investigation of effective non-Hermiticity and topology in many-mode, non-interacting, bosonic systems. It also establishes the extent to which one must move beyond the Hamiltonian, closed-system setting, in order to uncover signatures of genuine symmetry-protected topological (SPT) physics in "free" (mean-field) bosons. While SPT phases of free fermionic matter and their associated zero-energy boundary-localized modes have been thoroughly explored, similar physics in free bosonic systems still remains elusive. No fermionic counterpart exists for the distinctive dynamical behavior that arises from the effective non-Hermiticity, intrinsic even at equilibrium, to bosonic Hamiltonians. Therefore, a much needed paradigm shift is required to address major conceptual roadblocks in the search for SPT bosonic phases.

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January 2, 2025

CreativeLive – Creating Effective Paid Ads on Facebook

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Free Download CreativeLive – Creating Effective Paid Ads on Facebook

Master Facebook advertising with expert tips from Billy Gene to drive business success.

Course Overview

Facebook is the largest social media platform with a massive audience, making it the go-to place for paid advertising. However, navigating Facebook’s complex advertising options can overwhelm novice marketers. In "Creating Effective Paid Ads on Facebook," Billy Gene, the CEO of Billy Gene Is Marketing, will guide you through creating ads that will effectively reach your business goals.

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January 2, 2025

Goal Crusher Discover The Most Effective Strategy To Crush Your New Year Resolutions And Turn Your Goals Into Reality!

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Free Download David Brock, "Goal Crusher: Discover The Most Effective Strategy To Crush Your New Year Resolutions And Turn Your Goals Into Reality!"
English | ASIN : B07QGFCRD1 | 2019 | 57 pages | EPUB | 188 KB
The common meaning of goal is something that any person wishes to achieve but only we ourselves can truly define our unique goals to ourselves. Throughout the civilization of the human race, every achievement originates from the ideas and efforts of our ancestors.

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