50 Python Exercises Machine Learning & Neural Networks
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50 Python Exercises Machine Learning & Neural Networks


50 Python Exercises Machine Learning & Neural Networks: A Practical Guide - NumPy, Pandas, Scikit-learn, Tensorflow, Keras, Textblob by Daniel Christofis


English | 2023 | ISBN: N/A | ASIN: B0CFN6MSSJ | 55 pages | EPUB | 2.78 Mb


"50 Python Exercises: Machine Learning & Neural Networks," is a hands-on tutorial that will help you improve your skills one exercise at a time. We hope to bridge the gap between theory and real execution by offering a variety of challenges to both novices and seasoned professionals. Each task is designed to provide insights into the basic concepts, tools, and techniques that characterise the machine learning and neural network design environment.


9 Mini Projects


6-8 Questions each


Solutions included


10 Different Libraries


Mini-Project 1: Introduction to Data Exploration


Mini-Project 2: Classification


Mini-Project 3: Regression


Mini-Project 4: Data Visualization and Clustering


Mini-Project 5: Time Series Analysis


Mini-Project 6: Multi-Class Classification


Mini-Project 7: Data Exploration and Visualization


Mini-Project 8: Neural Network for Binary Classification


Mini-Project 9: Neural Network for Multiclass Classification


 


50 Python Exercises Machine Learning & Neural Networks


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