Python Programming For Machine Learning With PyTorch And TensorFlow free ebook download.

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Python Programming For Machine Learning With PyTorch And TensorFlow free ebook download

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Catalogue

Author(s):	Alex Caldwell

Date:	2024	Format:	EPUB	Language:	English	ISBN/ASIN:	B0DHC6Z3WH
Pages:		OCR:		Quality:		ISBN13:
Uploader:	comet	Upload Date:	11/28/2024 12:36:17 PM

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B0DHC6Z3WH EPUB
Unlock the potential of machine learning with this comprehensive guide to PyTorch and TensorFlow, two of the most popular deep learning frameworks. "Python Programming for Machine Learning with PyTorch and TensorFlow" provides a hands-on introduction to building and deploying machine learning models using Python, the preferred language for data science and AI.

Key Features:
1. Comprehensive coverage of PyTorch and TensorFlow, including installation, configuration, and best practices.
2. In-depth exploration of machine learning fundamentals, including supervised and unsupervised learning, neural networks, and deep learning.
3. Practical examples and real-world applications in computer vision, natural language processing, and recommender systems.
4. Advanced techniques for model optimization, regularization, and hyperparameter tuning.
5. Hands-on approach with Python code, Jupyter notebooks, and interactive visualizations.
What You Will Learn:
1. Build and deploy machine learning models using PyTorch and TensorFlow.
2. Master deep learning architectures, including convolutional neural networks (CNNs) and recurrent neural networks (RNNs).
3. Implement natural language processing techniques, including text classification and sentiment analysis.
4. Develop computer vision applications, including image classification and object detection.
5. Optimize and fine-tune machine learning models for improved performance.
Target Audience:
1. Data scientists and machine learning engineers.
2. AI researchers and practitioners.

4. Students in machine learning, data science, and AI.
Prerequisites:
1. Basic understanding of Python programming.
2. Familiarity with machine learning concepts.
Technical Requirements:
1. Python 3.x.
2. PyTorch and TensorFlow libraries.
3. Jupyter notebooks.
4. GPU acceleration (optional).

Links Table

	Title	Link	Thank to
3279571	Book	https://turbobit.net/add0c7t1zk59.html...	comet
3279572	Book	https://dailyuploads.net/kezdoz29thd2/71...	comet
3279573	Book	https://filespayout.com/c5y7ybo6cw3n/71a...	comet

Tags: Learning Machine Programming Python PyTorch TensorFlow

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