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  Author: creativelivenew1   |   13 November 2024   |   comments: 0
Machine Learning Infrastructure and Best Practices for Software Engineers
Free Download Machine Learning Infrastructure and Best Practices for Software Engineers: Take your machine learning software from a prototype to a fully fledged software system by Miroslaw Staron
English | January 31, 2024 | ISBN: 1837634068 | 346 pages | PDF | 24 Mb
Efficiently transform your initial designs into big systems by learning the foundations of infrastructure, algorithms, and ethical considerations for modern software products

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  Author: creativelivenew1   |   13 November 2024   |   comments: 0
Machine Learning For Quant Strategies
Free Download Machine Learning For Quant Strategies by Surendra Singh
English | June 26, 2024 | ISBN: N/A | ASIN: B0D899GHJ6 | 234 pages | EPUB | 0.35 Mb
Unlock the full potential of algorithmic trading with "Algorithmic Trading Mastery: Advanced Quant Strategies with Machine Learning, Time Series Analysis, and Bayesian Statistics." This comprehensive guide is designed for finance professionals, traders, and developers looking to elevate their trading strategies using advanced quantitative methods and state-of-the-art technologies.What You'll LearnAlgorithmic Trading Foundations: Understand the fundamentals of algorithmic trading, its history, key concepts, and the benefits and challenges it presents.Data Preparation and Analysis: Master the importance of high-quality data, data cleaning, preprocessing, and feature engineering to build robust trading models.Machine Learning in Finance: Explore supervised, unsupervised, and reinforcement learning techniques and their application in financial markets.Advanced Trading Strategies: Delve into momentum strategies, mean reversion, statistical arbitrage, pairs trading, and Kalman filter-based strategies.Risk Management and Portfolio Optimization: Learn to manage risk using Value at Risk (VaR), Conditional VaR (CVaR), and optimize portfolios with advanced techniques.Deep Learning and AI: Utilize deep learning models, LSTM networks, GANs, and reinforcement learning for developing sophisticated trading algorithms.Real-Time Trading Systems: Implement real-time trading systems with a focus on software and hardware requirements, execution algorithms, and real-time risk management.Ethics and Compliance: Ensure ethical practices and regulatory compliance in algorithmic trading, and learn from case studies.Future Directions: Stay ahead with insights into machine learning and AI trends, quantum computing, and decentralized finance (DeFi).Key Features500+ Pages of In-Depth Content: Covering the latest in machine learning-based systematic trading techniques.Practical Examples and Code Snippets: Implement advanced quant methods using easy-to-read R and Python code.Comprehensive Appendices: Additional resources, Python and R code snippets, and a detailed glossary for quick reference.Expert Insights: Authored by Surendra Singh, a finance professional with over two decades of experience in financial technology.

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  Author: creativelivenew1   |   13 November 2024   |   comments: 0
Machine Learning For Finance A Workshop Approach
Free Download Machine Learning For Finance: A Workshop Approach by Surendra Singh, A.J. Codefield
English | June 20, 2024 | ISBN: N/A | ASIN: B0CZ7B3B5P | 100 pages | EPUB | 0.33 Mb
Unlock the power of machine learning in the finance industry with Machine Learning for Finance: A Workshop Approach. This comprehensive guide offers a hands-on approach to mastering machine learning techniques and applying them to real-world financial scenarios.

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  Author: creativelivenew1   |   13 November 2024   |   comments: 0
Machine Learning Evaluation
Free Download Machine Learning Evaluation: Towards Reliable and Responsible AI
English | 2025 | ISBN: 1316518868 | 427 Pages | PDF | 5 MB
As machine learning applications gain widespread adoption and integration in a variety of applications, including safety and mission-critical systems, the need for robust evaluation methods grows more urgent. This book compiles scattered information on the topic from research papers and blogs to provide a centralized resource that is accessible to students, practitioners, and researchers across the sciences. The book examines meaningful metrics for diverse types of learning paradigms and applications, unbiased estimation methods, rigorous statistical analysis, fair training sets, and meaningful explainability, all of which are essential to building robust and reliable machine learning products. In addition to standard classification, the book discusses unsupervised learning, regression, image segmentation, and anomaly detection. The book also covers topics such as industry-strength evaluation, fairness, and responsible AI. Implementations using Python and scikit-learn are available on the book's website.

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  Author: creativelivenew1   |   13 November 2024   |   comments: 0
Machine Learning Core Concepts and Techniques
Free Download Machine Learning: Core Concepts and Techniques: A comprehensive guide and gateway to mastering the fundamentals of machine learning and AI by Ranjan Kumar Barick
English | October 4, 2024 | ISBN: N/A | ASIN: B0DJK9ZBM1 | 120 pages | EPUB | 0.38 Mb
"Machine Learning: Core Concepts and Techniques"

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  Author: creativelivenew1   |   13 November 2024   |   comments: 0
Machine Knitting Designing with Colour
Free Download Machine Knitting: Designing with Colour by Alison Dupernex
English | February 4, 2020 | ISBN: 1785006851 | 272 pages | MOBI | 485 Mb
Machine Knitting: Designing with Colour by Alison Dupernex

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  Author: creativelivenew1   |   13 November 2024   |   comments: 0
Macedonian Cookbook Macedonian Cooking Made Easy with Classic Authentic Recipes from Macedonia
Free Download Macedonian Cookbook: Macedonian Cooking Made Easy with Classic Authentic Recipes from Macedonia by Sarah Spencer
English | October 14, 2020 | ISBN: N/A | ASIN: B08L8BTC54 | 116 pages | EPUB | 18 Mb
[b]Bring the flavors of Macedonia to your table with this collection of classic and authentic Macedonian recipes

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  Author: creativelivenew1   |   13 November 2024   |   comments: 0
MacOS Sequoia for Beginners & Seniors
Free Download MacOS Sequoia for Beginners & Seniors
English | 2024 | ASIN : B0DLV4LBX8 | 207 Pages | EPUB | 14 MB
Discover the essential guide to navigating the latest macOS update with macOS Sequoia for Beginners and Seniors. This comprehensive resource is designed specifically for users looking to familiarize themselves with the new features and enhancements that make everyday computing more efficient and enjoyable.

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  Author: creativelivenew1   |   13 November 2024   |   comments: 0
MacOS Sequoia User Guide
Free Download MacOS Sequoia User Guide: A step by step User Manual for Exploring and Mastering it with Tips, Tricks, and Hidden Features for Beginners and Advanced Users. by Maxwell Sage
English | October 28, 2024 | ISBN: N/A | ASIN: B0DLBYSH8L | 90 pages | EPUB | 0.79 Mb
Unlock the power of macOS Sequoia with this comprehensive guide, designed for both beginners eager to master the basics and advanced users ready to dive into the latest features. This manual is packed with step-by-step instructions, detailed explanations, and practical tips that turn complex tools into accessible and enjoyable features.

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  Author: creativelivenew1   |   13 November 2024   |   comments: 0
MYSQL Guide for Beginner
Free Download MYSQL Guide for Beginner (Programming Languages - jаvascript, Java, MySQL, PHP & Automate with Python) by Geoffrey Jordan
English | August 15, 2024 | ISBN: N/A | ASIN: B0DDCGNL4G | 108 pages | EPUB | 0.75 Mb
This eBook serves as an excellent resource for learning how to use MySQL to extract, organize, manage, and manipulate data in relational databases. We've covered DDL, DQL, DML, DCL, and TCL in detail, with plenty of examples to guide you. The content is presented in a way that makes complex database tasks more accessible, straightforward, and effective. You won't find it dull-if you usually find programming books too dry, this could be the ideal starting point for your MySQL journey.

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