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Data Analytics using Python

Data Analytics using Python
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Data Analytics using Python
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SECTION 1 Programming in Python_x000D_ Chapter 1 Introduction to Python_x000D_ Chapter 2 Control Flow Statements_x000D_ Chapter 3 Data Structures_x000D_ Chapter 4 Modules_x000D_ _x000D_ SECTION 2 Core Libraries in Python_x000D_ Chapter 5 Numpy Library for Arrays_x000D_ Chapter 6 Pandas Library for Data Processing_x000D_ Chapter 7 Matplotlib Library for Visualization_x000D_ Chapter 8 Seaborn Library for Visualization_x000D_ Chapter 9 SciPy Library for Statistics_x000D_ Chapter 10 SQLAlchemy Library for SQL_x000D_ Chapter 11 Statsmodels Library for Time Series Models_x000D_ _x000D_ SECTION 3 Machine Learning in Python_x000D_ Chapter 12 Unsupervised Machine Learning Algorithms_x000D_ Chapter 13 Supervised Machine Learning Problems_x000D_ Chapter 14 Supervised Machine Learning Algorithms_x000D..
Pustak Details
Sold ByWiley
AuthorBharti Motwani
ISBN-139788126502950
FormatPaperback
LanguageEnglish
Pages760
CategoryData Analytics using Python

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Book Description

SECTION 1 Programming in Python_x000D_ Chapter 1 Introduction to Python_x000D_ Chapter 2 Control Flow Statements_x000D_ Chapter 3 Data Structures_x000D_ Chapter 4 Modules_x000D_ _x000D_ SECTION 2 Core Libraries in Python_x000D_ Chapter 5 Numpy Library for Arrays_x000D_ Chapter 6 Pandas Library for Data Processing_x000D_ Chapter 7 Matplotlib Library for Visualization_x000D_ Chapter 8 Seaborn Library for Visualization_x000D_ Chapter 9 SciPy Library for Statistics_x000D_ Chapter 10 SQLAlchemy Library for SQL_x000D_ Chapter 11 Statsmodels Library for Time Series Models_x000D_ _x000D_ SECTION 3 Machine Learning in Python_x000D_ Chapter 12 Unsupervised Machine Learning Algorithms_x000D_ Chapter 13 Supervised Machine Learning Problems_x000D_ Chapter 14 Supervised Machine Learning Algorithms_x000D_ Chapter 15 Supervised Machine Learning Ensemble Techniques_x000D_ Chapter 16 Machine Learning for Text Data_x000D_ Chapter 17 Machine Learning for Image Data_x000D_ _x000D_ SECTION 4 Deep Learning Applications in Python_x000D_ Chapter 18 Neural Network Models (Deep Learning)_x000D_ Chapter 19 Transfer Learning for Text Data_x000D_ Chapter 20 Transfer Learning for Image Data_x000D_ Chapter 21 Chatbots with Rasa_x000D_ Chapter 22 The Road Ahead_x000D_
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