Python Machine Learning for Beginners: Learning from scratch NumPy, Pandas, Matplotlib, Seaborn, Scikitlearn, and TensorFlow for Machine Learning and … Learning & Data Science for Beginners)

Price: $24.99
(as of Dec 16,2024 01:04:44 UTC – Details)

Publisher ‏ : ‎ AI Publishing LLC (October 23, 2020)
Language ‏ : ‎ English
Paperback ‏ : ‎ 304 pages
ISBN-10 ‏ : ‎ 1734790156
ISBN-13 ‏ : ‎ 978-1734790153
Item Weight ‏ : ‎ 14.6 ounces
Dimensions ‏ : ‎ 6 x 0.69 x 9 inches

Welcome to our beginner’s guide to Python Machine Learning! In this post, we will cover the basics of machine learning from scratch, focusing on essential libraries such as NumPy, Pandas, Matplotlib, Seaborn, Scikit-learn, and TensorFlow.

Machine learning is a powerful tool that allows computers to learn from data and make predictions or decisions without being explicitly programmed. Python is one of the most popular programming languages for machine learning due to its simplicity and extensive libraries for data manipulation and visualization.

To start your journey in Python Machine Learning, it is essential to understand the basics of NumPy and Pandas. NumPy is a library for numerical computing in Python, allowing you to perform complex mathematical operations efficiently. Pandas, on the other hand, is a powerful data manipulation tool that makes working with structured data easy and intuitive.

Once you have a solid foundation in NumPy and Pandas, you can move on to data visualization with libraries like Matplotlib and Seaborn. These libraries allow you to create stunning visualizations of your data, making it easier to understand patterns and relationships.

Next, you can explore machine learning algorithms with Scikit-learn, a comprehensive library for machine learning in Python. Scikit-learn provides a wide range of algorithms for classification, regression, clustering, and more, making it easy to train and evaluate machine learning models.

Finally, you can dive into deep learning with TensorFlow, a powerful library for building and training neural networks. TensorFlow is widely used in cutting-edge research and industry applications, making it an essential tool for anyone interested in advanced machine learning.

By mastering these essential libraries and tools, you will be well on your way to becoming a proficient Python Machine Learning practitioner. Stay tuned for more tutorials and resources on Learning & Data Science for Beginners!
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