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Reviews of : Python for Data Science For Dummies by John Paul Mueller PDF Book
Inside this Book – you a Beginner who would like to learn python, in context with a specific area, and tired of using syntax focused books sans practical examples? OR Are you exploring data science landscape and want to see practical examples of how to actually use machine learning algorithms in data science context? If you answer in the affirmative to either of the questions above, “Python for data science for dummies” is the perfect book for you. Luca Massaron is a practicing data scientist, and a prolific author of several books including Regression Analysis with Python , Machine Learning For Dummies, Python Data Science Essentials, Regression Analysis with Python, and Large Scale Machine Learning with Python. He is also a leading Kaggle enthusiast, and you can see his ‘practitioner fingerprints’ all over this book; especially in later chapters about data processing, ETL, cleanup, data sources, and challenges.
Inside this book –Python for Data Science For Dummies PDF Book by John Paul Mueller – This book starts with the fundamentals of Python data analysis programming, and explains the setup of Python development environment using anaconda with IPython (Jupyter notebooks). Authors start by considering the emergence of data science, outline the core competencies of a data scientist, and describe the Data Science Pipeline before taking a plunge into explaining Python’s Role in Data Science and introducing Python’s Capabilities and Wonders. Once you get your bearings about the IDE setup, chapter 4 focuses on Basic Python before you get your Hands Dirty with Data. What I like about this manuscript is that the writing keeps it real. Instead of giving made up examples, authors talk about items like knowing when to use NumPy or pandas and real world scenarios like removing duplicates, creating a data map and data plan, dealing with Dates in Your Data, Dealing with Missing data, parsing etc; problems which practicing data scientists encounter on a daily basis.
Python for Data Science For Dummies by John Paul Mueller PDF : eBook Information
- Full Book Name – Python for Data Science For Dummies
- Author of this Book – John Paul Mueller
- Language – English
- Book Genre – Computer Science, Software
- Download Format – PDF
- Size – 9.71 MB
- eBook Pages –435
- Price – Free