Discover techniques to summarize the characteristics of your data using PyPlot, NumPy, SciPy, and pandas Key FeaturesUnderstand the fundamental concepts of exploratory data analysis using PythonFind missing values in your data and identify the correlation between different variablesPractice graphical exploratory analysis techniques using Matplotlib and the Seaborn Python packageBook Description Exploratory Data Analysis (EDA) is an approach to data analysis that involves the application of diverse techniques to gain insights into a dataset. This book will help you gain practical knowledge of the main pillars of EDA - data cleaning, data preparation, data exploration, and data visualization. You’ll start by performing EDA using open source datasets and perform simple to advanced analyses to turn data into meaningful insights. You’ll then learn various descriptive statistical techniques to describe the basic characteristics of data and progress to performing EDA on time-series data. As you advance, you’ll learn how to implement EDA techniques for model development and evaluation and build predictive models to visualize results. Using Python for data analysis, you’ll work with real-world datasets, understand data, summarize its characteristics, and visualize it for business intelligence. By the end of this EDA book, you’ll have developed the skills required to carry out a preliminary investigation on any dataset, yield insights into data, present your results with visual aids, and build a model that correctly predicts future outcomes. What you will learnImport, clean, and explore data to perform preliminary analysis using powerful Python packagesIdentify and transform erroneous data using different data wrangling techniquesExplore the use of multiple regression to describe non-linear relationshipsDiscover hypothesis testing and explore techniques of time-series analysisUnderstand and interpret results obtained from graphical analysisBuild, train, and optimize predictive models to estimate resultsPerform complex EDA techniques on open source datasetsWho this book is for This EDA book is for anyone interested in data analysis, especially students, statisticians, data analysts, and data scientists. The practical concepts presented in this book can be applied in various disciplines to enhance decision-making processes with data analysis and synthesis. Fundamental knowledge of Python programming and statistical concepts is all you need to get started with this book.
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A tuntuni The one whose gentle and serious nature made me think again and again, who I could not understand even after trying many times, how close I could keep him - he wanted to lose me, so I had to decide to lose myself. If he does not win, he is absolutely satisfied. Darling- Stay tuned to Netflix and YouTube. Reluctantly, but maybe this time to go. I have tried many times to get my beloved in a different way! You are the one who has ruined my efforts.
The Glorious Qur’an: A Book for Human Guidance. It is none but Allah (SWT), Who has emphatically proclaimed without any ifs, that Qur’ān is the “Word of God.” It is too hard for a man of colossal prudence to estimate and reckon the Divine Wisdom of Allah (SWT), Who revealed the Verses of Qur’ān upon an illiterate Prophet (SAW) directly through Archangel Jibra’il (A.S) or through Wahy (Revelation) over a period of twenty three years. Qur’ān is a Scripture with Truth to ponder upon, recite, understand, listen pay heed and seek Allah’s mercy. Allah (SWT) has disclosed Warnings and all kinds of simulations but the disbelievers have denied and rejected them. The Jinns having listened to the Qur’ān and said that it (Qur’ān) is a marvelous Book. But the disbelievers said it is nothing else but magic. Qur’ān leads the Reciters, the listeners and the believers to achieve piety, wipes off the evil from the individuals and collective lives and provides the mankind practical solutions congenial to human nature.
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