DATA ANALYSIS WITH NUMPY AND PANDAS: Mastering python with updated libraries to perform Analysis on Jupyter Notebook

TABLE OF CONTENT
PREFACE
INTRODUCTION
   CHAPTER 1
      Setting up Anaconda
      Learning about Jupyter Notebooks
      Exploring alternatives to Jupyter
   CHAPTER 2
      Spyder
      Rodeo
      ptpython
      Conda's package management system
      Describe Conda.
      Environment Conda management
      Controlling Python
      package control
      Setting up MySQL
      Installing MySQL
      MySQL connectors
      Build a database
      Summary
   CHAPTER 3
      Examining NumPY
      Python arrays
      Unique Numerical Values
      Establishing NumPy arrays
      Making an ndarray
      Summary
   CHAPTER 4
      Activities with NumPy Arrays
      Explicit Selection of the Elements
      Arrays with colons for Slicing
      Specialized Indexing
      Increasing Arrays
      Arrays and Algebraic Computations
      Arithmetic Using Two Arrays of Equal Sizes
      Broadcasting
      Algebraic Linear
      Using Array Techniques and Functions
      Array Techniques
      Using ufuncs to vectorize
      Specific Ufuncs
      Summary
   CHAPTER 5
      The fun of pandas! Describe pandas.
      How do pandas behave?
      Investigating Dataframe Objects and Series
      Developing series
      Establishing DataFrames
      Including Data
      DataFrames are Saved
      Data Subsetting for you
      Series Subsetting
      Indexing Techniques
      DataFrame slicing
      Summary
   CHAPTER 6
      Using Pandas for Arithmetic, Applying Functions, And Mapping
      Arithmetic
      Math using DataFrames
      DataFrames and Vectorization
      Using the DataFrame Function
      Missing Data Handling in A Pandas Dataframe
      Erasing Data That Isn't Present
   CHAPTER 6
      Completing Information Gaps
      Summary
      Planning, Managing, and Indexing
      Sorting by index
      Using Values to Order
      Indexing in a Hierarchy
      Using A Hierarchical Index to Cut Up A Series
      Using Pandas to Plot
      Plotting Techniques
      Thank you…
      Keep Learning
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