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PYTHON DATA ANALYTICSThe Ultimate Guide to Learn Python Data Analytics 11 PYTHON DATA ANALYTICSThe Ultimate Guide to Learn Python Data Analytics 11 Introduction 12 Flexibility 12 Ease of learning 12 It is open source 12 It is well-supported 12 Chapter 1: Data Analytics 14 Chapter 1: Data Analytics 15 Types of Data Analytics 16 What companies are using Data Analytics? 18 Difference Between Data Analytics and Data Analysis 19 Communicating Data Insights 21 Chapter 2: Inside the Data Analytics Process 26 Chapter 2: Inside the Data Analytics Process 27 Who is on the Data Analytics Team? 28 Steps for an efficient data analytics process 30 Chapter 3: Steps to using Python for Data Analytics 34 Chapter 3: Steps to using Python for Data Analytics 35 Step 1 Establish a Python environment for data analysis 35 Numpy 35 Matplotlib 36 Pandas 36 SciPy 36 Pytorch 37 Seaborn 37 Scikit-learn 37 Step 2 Acquire the basics and fundamentals 38 Step 3 Know about the essentials of Python packages for data analysis 38 Step 4 Load a dataset to learn with 38 Step 5 Operate on the data 38 Step 6 Effective data visualization 39 Step 7 Data analytics 39 Chapter 4: The Principles of Algorithm Design 40 Chapter
- Author
- Ethan Williams
- Language
- EN
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