Python machine learning by example implement machine learning algorithms and techniques to build intelligent systems
"Grasp machine learning concepts, techniques, and algorithms with the help of real-world examples using Python libraries such as TensorFlow and scikit-learn Key Features Exploit the power of Python to explore the world of data mining and data analytics Discover machine learning algorithms to so...
| Other Authors: | |
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| Format: | eBook |
| Language: | Inglés |
| Published: |
Birmingham ; Mumbai :
Packt Publishing Ltd
2019.
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| Edition: | Second edition |
| Subjects: | |
| See on Biblioteca Universitat Ramon Llull: | https://discovery.url.edu/permalink/34CSUC_URL/1im36ta/alma991009630621106719 |
Table of Contents:
- Section 1.Fundamentals of Machine Learning. Getting Started with Machine Learning and Python
- Section 2. Practical Python Machine Learning By Example. Exploring the 20 Newsgroups Dataset with Text Analysis Techniques ; Mining the 20 Newsgroups Dataset with Clustering and Topic Modeling Algorithms ; Detecting Spam Email with Naive Bayes ; Classifying Newsgroup Topics with Support Vector Machines ; Predicting Online Ad Click-Through with Tree-Based Algorithms ; Predicting Online Ad Click-Through with Logistic Regression ; Scaling Up Prediction to Terabyte Click Logs ; Stock Price Prediction with Regression Algorithms
- Section 3. Python Machine Learning Best Practices. Machine Learning Best Practices.
