Python Machine Learning By Example - (BookRAR)

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Name:	Python Machine Learning By Example - (BookRAR)
Description: Description A surging interest in machine learning is due to the fact that it evolutionzies automation by learning patterns in data and using them to make predictions and decisions. Your ML journey starts with this book, as the second edition of the bestseller, Python Machine Learning By Example. Hayden’s unique insights and expertise introduce you to important ML concepts and implementations of algorithms in Python both from scratch and with libraries. Each chapter of the book walks you through an industry adopted application. With the help of realistic examples, you will find it intriguing to acquire mechanics of ML techniques in areas such as exploratory data analysis, feature engineering, classification, regression, clustering, and NLP – they are no more obscure as you thought. This critically extended and updated edition now includes implementation with trendy libraries including TensorFlow, gensim and Keras. The scikit-learn codes are also fully modernized. Even if you’ve read the last edition, you’ll still be delighted to find plenty of new content, for example, neural network, dimensionality reduction, topic modeling, large-scale learning with Spark and word embedding. Toward the end, you will gather a broad picture of the ML ecosystem and best practices of applying ML techniques to meet new opportunities in today’s world. What you will learn Understand the important concepts in machine learning and data science Use Python to explore the world of data mining and analytics Scale up model training using varied data complexities with Apache Spark Delve deep into text and NLP using Python libraries such NLTK and gensim Select and build an ML model and evaluate and optimize its performance Implement ML algorithms from scratch in Python, TensorFlow, and scikit-learn Who this book is for If you’re a machine learning aspirant, data analyst, or data engineer highly passionate about machine learning and want to begin working on ML assignments, this book is for you. Prior knowledge of Python coding is assumed and basic familiarity with statistical concepts will be beneficial although not necessary. Book Details Language: English Published: 2019 ISBN: 1789616727 Format: True (PDF, EPUB, MOBI)
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Category:	Books
Language:	English
Total Size:	85.45 MB
Info Hash:	28761F414FB186B00AEAF39B1C9752DB56B211EA
Added By:	bookrar
Date Added:	2022-01-31 00:26:33
Torrent Status:	Torrent Verified

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File List:

File	Size
Downloaded from BookRAR.Org.txt	62.00 B
Python Machine Learning By Example/BookRAR.Org.txt	71.00 B
Python Machine Learning By Example/Code/.gitattributes	378.00 B
Python Machine Learning By Example/Code/.gitignore	649.00 B
Python Machine Learning By Example/Code/Chapter02/.ropeproject/config.py	3.38 kB
Python Machine Learning By Example/Code/Chapter02/.ropeproject/globalnames	1,011.00 B
Python Machine Learning By Example/Code/Chapter02/.ropeproject/history	14.00 B
Python Machine Learning By Example/Code/Chapter02/.ropeproject/objectdb	2.21 kB
Python Machine Learning By Example/Code/Chapter02/0_getting.py	287.00 B
Python Machine Learning By Example/Code/Chapter02/1viz_words.py	513.00 B
Python Machine Learning By Example/Code/Chapter02/2clean_words.py	785.00 B
Python Machine Learning By Example/Code/Chapter02/3post_clustering.py	982.00 B
Python Machine Learning By Example/Code/Chapter02/4topic_model.py	1.04 kB
Python Machine Learning By Example/Code/Chapter03/email_spam.py	10.28 kB
Python Machine Learning By Example/Code/Chapter04/1email_spam_tfidf_submit.py	2.62 kB
Python Machine Learning By Example/Code/Chapter04/2topic_categorization.py	5.04 kB
Python Machine Learning By Example/Code/Chapter04/3plot_rbf_kernels.py	1.13 kB
Python Machine Learning By Example/Code/Chapter04/4ctg.py	1.14 kB
Python Machine Learning By Example/Code/Chapter04/CTG.xls	1.66 MB
Python Machine Learning By Example/Code/Chapter05/1decision_tree_submit.py	9.77 kB
Python Machine Learning By Example/Code/Chapter05/2avazu_ctr.py	2.04 kB
Python Machine Learning By Example/Code/Chapter06/1one_hot_encode.py	2.20 kB
Python Machine Learning By Example/Code/Chapter06/2logistic_function.py	833.00 B
Python Machine Learning By Example/Code/Chapter06/3logistic_regression_from_scratch.py	7.53 kB
Python Machine Learning By Example/Code/Chapter06/4random_forest_feature_selection.py	1.68 kB
Python Machine Learning By Example/Code/Chapter06/5scikit_logistic_regression.py	5.24 kB
Python Machine Learning By Example/Code/Chapter07/1stock_price_prediction.py	7.43 kB
Python Machine Learning By Example/Code/Chapter07/2linear_regression.py	4.57 kB
Python Machine Learning By Example/Code/Chapter07/3decision_tree_regression.py	7.08 kB
Python Machine Learning By Example/Code/Chapter07/4support_vector_regression.py	439.00 B
Python Machine Learning By Example/Code/Chapter08/1imputation.py	3.17 kB
Python Machine Learning By Example/Code/Chapter08/2feature_selection.py	1.12 kB
Python Machine Learning By Example/Code/Chapter08/3dimensionality_reduction.py	635.00 B
Python Machine Learning By Example/Code/Chapter08/4generic_feature_engineering.py	344.00 B
Python Machine Learning By Example/Code/Chapter08/5save_reuse_monitor_model.py	1.00 kB
Python Machine Learning By Example/Code/Chapter08/regressor.p	37.97 kB
Python Machine Learning By Example/Code/Chapter08/scaler.p	664.00 B
Python Machine Learning By Example/Code/LICENSE	1.04 kB
Python Machine Learning By Example/Code/README.md	2.87 kB
Python Machine Learning By Example/Python Machine Learning By Example.epub	21.30 MB
Python Machine Learning By Example/Python Machine Learning By Example.mobi	43.67 MB
Python Machine Learning By Example/Python Machine Learning By Example.pdf	18.69 MB
Torrent Downloaded from Glodls.to.txt	237.00 B
[TGx]Downloaded from torrentgalaxy.to .txt	585.00 B

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Python Machine Learning By Example - (BookRAR)