Machine Learning in Action: A Primer for The Layman, Step by Step Guide for Newbies (Machine Learning for Beginners Book 1)

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(as of Dec 27,2024 06:44:16 UTC – Details)

ASIN ‏ : ‎ B07F6Z2ZKJ
Publication date ‏ : ‎ July 10, 2018
Language ‏ : ‎ English
File size ‏ : ‎ 8488 KB
Simultaneous device usage ‏ : ‎ Unlimited
Text-to-Speech ‏ : ‎ Enabled
Screen Reader ‏ : ‎ Supported
Enhanced typesetting ‏ : ‎ Enabled
X-Ray ‏ : ‎ Not Enabled
Word Wise ‏ : ‎ Not Enabled
Print length ‏ : ‎ 53 pages

Are you interested in learning about machine learning but don’t know where to start? Look no further! In this post, we will provide a step-by-step guide for beginners to understand machine learning concepts and how they are applied in real-life scenarios.

Chapter 1: Introduction to Machine Learning
– What is machine learning and why is it important?
– Types of machine learning: supervised, unsupervised, and reinforcement learning
– Common machine learning algorithms: linear regression, decision trees, and neural networks

Chapter 2: Data Collection and Preprocessing
– Gathering and cleaning data for machine learning models
– Feature engineering techniques to improve model performance
– Handling missing values and outlier detection

Chapter 3: Model Building and Evaluation
– Splitting data into training and testing sets
– Training machine learning models using libraries like scikit-learn and TensorFlow
– Evaluating model performance using metrics like accuracy, precision, and recall

Chapter 4: Model Deployment and Monitoring
– Deploying machine learning models in production environments
– Monitoring model performance and making adjustments as needed
– Understanding ethical considerations and bias in machine learning

By the end of this guide, you will have a solid understanding of the basics of machine learning and how to apply them in practice. Whether you are a student, a data enthusiast, or just curious about this exciting field, Machine Learning in Action: A Primer for The Layman is the perfect introduction to get started. Happy learning!
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