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Mastering Machine Learning: Build Your First Predictive Model: A Step-by-Step Guide to Getting Started with Machine Learning and AI

by Timo Dorn , Benno Wenzel
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₹1,881.00
Original price ₹1,881.00
Original price ₹1,881.00
₹1,881.00
Current price ₹1,881.00

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Book cover type: Paperback
  • ISBN13: 9798263028152
  • Binding: Paperback
  • Subject: N/A
  • Publisher: Independently Published
  • Publisher Imprint: Independently Published
  • Publication Date:
  • Pages: 202
  • Original Price: USD 18.0
  • Language: English
  • Edition: N/A
  • Item Weight: 277 grams
  • BISAC Subject(s): Machine Theory

Master Machine Learning - From Zero to Your First Predictive Model

Machine learning is no longer a tool reserved for tech giants. Today, anyone with curiosity, data, and a laptop can build predictive models that drive smarter decisions in business, healthcare, finance, and beyond.

Mastering Machine Learning: Build Your First Predictive Model is your step-by-step guide to understanding machine learning concepts and applying them through practical projects. With hands-on tutorials, clear explanations, and real-world case studies, this book gives you the skills and confidence to create models that work.

Inside, you'll discover:
✔️ The foundations of AI, machine learning, and deep learning explained in plain language.
✔️ How to collect, prepare, and clean data for accurate models.
✔️ Exploratory Data Analysis (EDA) and visualization techniques with Python.
✔️ Building classification and regression models including logistic regression, decision trees, and gradient boosting.
✔️ Feature engineering, pipelines, and hyperparameter tuning.
✔️ Debugging models and avoiding common pitfalls.
✔️ Ensemble methods and boosting techniques like Random Forests and LightGBM.
✔️ Deploying your models with FastAPI, Docker, and MLOps basics.
✔️ Auditing models for fairness, ethics, and explainability.
✔️ Real-world case studies in manufacturing, healthcare, and logistics.

By the end of this book, you'll not only understand machine learning theory but also have a portfolio of working projects to showcase your skills.

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