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Python 3 for Machine Learning. Harness the Power of Python for Advanced Machine Learning Projects

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Python 3 for Machine Learning. Harness the Power of Python for Advanced Machine Learning Projects Mercury Learning and Information, Oswald Campesato - okladka książki

Python 3 for Machine Learning. Harness the Power of Python for Advanced Machine Learning Projects Mercury Learning and Information, Oswald Campesato - okladka książki

Python 3 for Machine Learning. Harness the Power of Python for Advanced Machine Learning Projects Mercury Learning and Information, Oswald Campesato - audiobook MP3

Python 3 for Machine Learning. Harness the Power of Python for Advanced Machine Learning Projects Mercury Learning and Information, Oswald Campesato - audiobook CD

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362
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This book introduces basic Python 3 programming concepts related to machine learning. The first four chapters provide a fast-paced introduction to Python 3, NumPy, and Pandas. The fifth chapter covers fundamental machine learning concepts. The sixth chapter dives into machine learning classifiers, such as logistic regression, k-NN, decision trees, random forests, and SVMs. The final chapter includes material on natural language processing (NLP) and reinforcement learning (RL). Keras-based code samples supplement the theoretical discussion.
The course begins with Python basics, including conditional logic, loops, functions, and collections. It then explores data manipulation with NumPy and Pandas. The journey continues with an introduction to machine learning, focusing on essential concepts and classifiers. Advanced topics like NLP and RL are covered, ensuring a comprehensive understanding of machine learning.
These concepts are crucial for developing machine learning applications. This book transitions readers from basic Python programming to advanced machine learning techniques, blending theory with practical skills. Appendices for regular expressions, Keras, and TensorFlow 2, along with companion files, enhance learning, making this an essential resource for mastering Python and machine learning.

O autorach książki

MERCURY LEARNING and INFORMATION publishes content in the areas of science and medicine, technology and computing, engineering, and mathematics designed for the professional/reference, trade, library, higher education, career school, and online training markets.
Oswald Campesato specializes in Deep Learning, Python, Data Science, and generative AI. He is the author/co-author of over forty books including Google Gemini for Python, Data Cleaning, and GPT-4 for Developers (all Mercury Learning).

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