For many researchers, Python is a first-class tool mainly because of its libraries for storing, manipulating, and gaining insight from data. Several resources exist for individual pieces of this data science stack, but only with the Python Data Science Handbook do you get them all—IPython, NumPy, Pandas, Matplotlib, Scikit-Learn, and other related tools.Working scientists and data crunchers familiar with reading and writing Python code will find this comprehensive desk reference ideal for tackling day-to-day issues: manipulating, transforming, and cleaning data; visualizing different types o... [Read More]
Key FeaturesUse the power of pandas to solve most complex scientific computing problems with easeLeverage fast, robust data structures in pandas to gain useful insights from your dataPractical, easy to implement recipes for quick solutions to common problems in data using pandasBook DescriptionThis book will provide you with unique, idiomatic, and fun recipes for both fundamental and advanced data manipulation tasks with pandas. Some recipes focus on achieving a deeper understanding of basic principles, or comparing and contrasting two similar operations. Other recipes will dive deep into a pa... [Read More]
Build the foundational data science skills necessary to work with and better understand complex data science algorithms. This example-driven book provides complete Python coding examples to complement and clarify data science concepts, and enrich the learning experience. Coding examples include visualizations whenever appropriate. The book is a necessary precursor to applying and implementing machine learning algorithms. The book is self-contained. All of the math, statistics, stochastic, and programming skills required to master the content are covered. In-depth knowledge of object-oriented... [Read More]
The best guide for beginners to get started with data analytics using Python!A step by step guide to data analytics and its applications using easy to understand and practical examples.Inside you will learn:Vecotrized computationNumPysAn introduction to PandasPredictive modellingData visualization techniquesand so much more!Whatever the type of data you're dealing with, you will learn the A-Z of managing and visualizing it with this book. Grab your copy today!BONUS: Get the e-book absolutely free when you purchase the paperback with Kindle matchbook!
Unlike some guides that give you just the basics that you need to get started, this book teaches you everything you need to know about using Python, including what you can use it for. Python is a diverse language and is the foundation of much of what we use in the world today. The reader will be happy to know that this programming language is relatively easy to learn. The book is divided into five sections to make the journey easy for the student:✅ Part 1 – Data Structures and Algorithms✅ Part 2 – Machine Learning✅ Part 3 – Django✅ Part 4 – ArcGIS Programming✅ Part 5 – Soft... [Read More]
It is not necessary to work on the projects associated with your job profile; you can work overtime by working on some projects which are not related to your job profile but goes perfectly with your skill sets. It would let to have a good impression over your boss, which would further lead to promotions. It might lead to a change in your role in the organization. This would lead you to the roadmap of your career in this field. Python is a high-level scripting language. It is easy to learn and robust than other words because of its dynamic nature and simple syntax which allows small lines of ... [Read More]
Are you stuck in getting started with machine learning with python? A Step-By-Step Guide to Learn and Master Python Machine Learning walks you through steps for getting started with Machine Learning with Python. Python is a popular and open-source programming language. In addition, it is one of the most applied languages in artificial intelligence and other scientific fields. On the other hand, machine learning is a branch of AI that applied algorithms to learn from data and create predictions. Machine learning is important in predicting the world around us.All the way from self-driving cars t... [Read More]
Over 70 hands-on recipes for professional embedded Linux developers to optimize and boost their Yocto know-how About This BookExplore best practices for all embedded product development stagesUse what is quickly becoming the standard embedded Linux product builder framework, the Yocto ProjectEasy to follow guide to solve all your project woesWho This Book Is ForIf you are an embedded developer learning about embedded Linux with some experience with the Yocto project, this book is the ideal way to become proficient and broaden your knowledge with examples that are immediately applicable to your... [Read More]
Data visualization is one of the sleeping giants of computer book publishing. This book teaches data visualization without academic or theoretical baggage. It is a practical book aimed at IT personnel, programmers, engineers, economists and
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Understand, explore, and effectively present data using the powerful data visualization techniques of Python programming.Key FeaturesStudy key visualization tools and techniques with real-world dataExplore industry-standard plotting libraries, including Matplotlib and SeabornBreathe life into your visuals
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