000			02313nam a22002057a 4500
999			_c1794 _d1794
005			20220208120042.0
008			220208b ||||| |||| 00| 0 eng d
020			_a9788126502950
082			_a005.133 _bMOT
100			_aMotwani, Bharti _94710
245			_aData analytics using python
260			_bWiley India Pvt. Ltd. _aNew Delhi _c2021
300			_axxvi, 734 p.
365			_aINR _b739.00
504			_aTable of content SECTION 1 Programming in Python Chapter 1 Introduction to Python Chapter 2 Control Flow Statements Chapter 3 Data Structures Chapter 4 Modules SECTION 2 Core Libraries in Python Chapter 5 Numpy Library for Arrays Chapter 6 Pandas Library for Data Processing Chapter 7 Matplotlib Library for Visualization Chapter 8 Seaborn Library for Visualization Chapter 9 SciPy Library for Statistics Chapter 10 SQLAlchemy Library for SQL Chapter 11 Statsmodels Library for Time Series Models SECTION 3 Machine Learning in Python Chapter 12 Unsupervised Machine Learning Algorithms Chapter 13 Supervised Machine Learning Problems Chapter 14 Supervised Machine Learning Algorithms Chapter 15 Supervised Machine Learning Ensemble Techniques Chapter 16 Machine Learning for Text Data Chapter 17 Machine Learning for Image Data SECTION 4 Deep Learning Applications in Python Chapter 18 Neural Network Models (Deep Learning) Chapter 19 Transfer Learning for Text Data Chapter 20 Transfer Learning for Image Data Chapter 21 Chatbots with Rasa Chapter 22 The Road Ahead
520			_aDescription Data is the fuel of 21st century. The advanced technological development has brought a massive increase in the volume and spectrum of data by including text, image and video data. Data Analytics Using Python aims to make readers understand the applications of analytics in different domains with proper code and explanation. The book starts from basics of Python and gradually increases its level to machine learning. Significant focus has also been laid on deep learning and applications – neural network models like MLP, RNN and CNN; trained models for text and image data and development of chatbots.
650			_a Data analytics _9861
650			_aPython (Programming language) _95196
942			_2ddc _cBK