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Get To Grips With Pandas-a Versatile And High-performance Python Library For Data Manipulation, Analysis, And Discovery Key Features Perform Efficient Data Analysis And Manipulation Tasks Using Pandas Apply Pandas To Different Real-world Domains Using Step-by-step Demonstrations Get Accustomed To Using Pandas As An Effective Data Exploration Tool Book Description Data Analysis Has Become A Necessary Skill In A Variety Of Positions Where Knowing How To Work With Data And Extract Insights Can Generate Significant Value. Hands-on Data Analysis With Pandas Will Show You How To Analyze Your Data, Get Started With Machine Learning, And Work Effectively With Python Libraries Often For Data Science, Such As Pandas, Numpy, Matplotlib, Seaborn, And Scikit-learn. Using Real-world Datasets, You Will Learn How To Use The Powerful Pandas Library To Perform Data Wrangling To Reshape, Clean, And Aggregate Your Data.