Thomas Joseph – författare
72 kr
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184 kr
Kommande
242 kr
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512 kr
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Learn the fundamentals of data science with Python by analyzing real datasets and solving problems using pandas
Key Features
Learn how to apply data retrieval, transformation, visualization, and modeling techniques using pandasBecome highly efficient in unlocking deeper insights from your data, including databases, web data, and moreBuild your experience and confidence with hands-on exercises and activitiesBook Description
The Pandas Workshop will teach you how to be more productive with data and generate real business insights to inform your decision-making. You will be guided through real-world data science problems and shown how to apply key techniques in the context of realistic examples and exercises. Engaging activities will then challenge you to apply your new skills in a way that prepares you for real data science projects.
You''ll see how experienced data scientists tackle a wide range of problems using data analysis with pandas. Unlike other Python books, which focus on theory and spend too long on dry, technical explanations, this workshop is designed to quickly get you to write clean code and build your understanding through hands-on practice. As you work through this Python pandas book, you''ll tackle various real-world scenarios, such as using an air quality dataset to understand the pattern of nitrogen dioxide emissions in a city, as well as analyzing transportation data to improve bus transportation services.
By the end of this data analytics book, you''ll have the knowledge, skills, and confidence you need to solve your own challenging data science problems with pandas.
What you will learn
Access and load data from different sources using pandasWork with a range of data types and structures to understand your dataPerform data transformation to prepare it for analysisUse Matplotlib for data visualization to create a variety of plotsCreate data models to find relationships and test hypothesesManipulate time-series data to perform date-time calculationsOptimize your code to ensure more efficient business data analysisWho this book is for
This data analysis book is for anyone with prior experience working with the Python programming language who wants to learn the fundamentals of data analysis with pandas. Previous knowledge of pandas is not necessary.
699 kr
Skickas inom 5-8 vardagar
585 kr
Skickas inom 5-8 vardagar
585 kr
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428 kr
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Key Features
Ideal for the data science beginner who is getting started for the first timeA data science tutorial with step-by-step exercises and activities that help build key skillsStructured to let you progress at your own pace, on your own termsUse your physical print copy to redeem free access to the online interactive editionWhat you will learn
Find out the key differences between supervised and unsupervised learningManipulate and analyze data using scikit-learn and pandas librariesLearn about different algorithms such as regression, classification, and clusteringDiscover advanced techniques to improve model ensembling and accuracySpeed up the process of creating new features with automated feature toolSimplify machine learning using open source Python packagesWho this book is for
Our goal at Packt is to help you be successful, in whatever it is you choose to do. The Data Science Workshop is an ideal data science tutorial for the data science beginner who is just getting started. Pick up a Workshop today and let Packt help you develop skills that stick with you for life.218 kr
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