counter easy hit Download Python: Data Analytics and Visualization PDF Free Skip to main content

Download Python: Data Analytics and Visualization PDF Free

Python: Data Analytics and Visualization PDF
By:Phuong Vo.T.H,Martin Czygan,Ashish Kumar,Kirthi Raman
Published on 2017-03-31 by Packt Publishing Ltd


Understand, evaluate, and visualize data About This Book Learn basic steps of data analysis and how to use Python and its packages A step-by-step guide to predictive modeling including tips, tricks, and best practices Effectively visualize a broad set of analyzed data and generate effective results Who This Book Is For This book is for Python Developers who are keen to get into data analysis and wish to visualize their analyzed data in a more efficient and insightful manner. What You Will Learn Get acquainted with NumPy and use arrays and array-oriented computing in data analysis Process and analyze data using the time-series capabilities of Pandas Understand the statistical and mathematical concepts behind predictive analytics algorithms Data visualization with Matplotlib Interactive plotting with NumPy, Scipy, and MKL functions Build financial models using Monte-Carlo simulations Create directed graphs and multi-graphs Advanced visualization with D3 In Detail You will start the course with an introduction to the principles of data analysis and supported libraries, along with NumPy basics for statistics and data processing. Next, you will overview the Pandas package and use its powerful features to solve data-processing problems. Moving on, you will get a brief overview of the Matplotlib API .Next, you will learn to manipulate time and data structures, and load and store data in a file or database using Python packages. You will learn how to apply powerful packages in Python to process raw data into pure and helpful data using examples. You will also get a brief overview of machine learning algorithms, that is, applying data analysis results to make decisions or building helpful products such as recommendations and predictions using Scikit-learn. After this, you will move on to a data analytics specialization—predictive analytics. Social media and IOT have resulted in an avalanche of data. You will get started with predictive analytics using Python. You will see how to create predictive models from data. You will get balanced information on statistical and mathematical concepts, and implement them in Python using libraries such as Pandas, scikit-learn, and NumPy. You'll learn more about the best predictive modeling algorithms such as Linear Regression, Decision Tree, and Logistic Regression. Finally, you will master best practices in predictive modeling. After this, you will get all the practical guidance you need to help you on the journey to effective data visualization. Starting with a chapter on data frameworks, which explains the transformation of data into information and eventually knowledge, this path subsequently cover the complete visualization process using the most popular Python libraries with working examples This Learning Path combines some of the best that Packt has to offer in one complete, curated package. It includes content from the following Packt products: Getting Started with Python Data Analysis, Phuong Vo.T.H &Martin Czygan Learning Predictive Analytics with Python, Ashish Kumar Mastering Python Data Visualization, Kirthi Raman Style and approach The course acts as a step-by-step guide to get you familiar with data analysis and the libraries supported by Python with the help of real-world examples and datasets. It also helps you gain practical insights into predictive modeling by implementing predictive-analytics algorithms on public datasets with Python. The course offers a wealth of practical guidance to help you on this journey to data visualization

This Book was ranked at 27 by Google Books for keyword Computers Technology Networking Cloud Computing best seller.

Book ID of Python: Data Analytics and Visualization's Books is trkrDwAAQBAJ, Book which was written byPhuong Vo.T.H,Martin Czygan,Ashish Kumar,Kirthi Ramanhave ETAG "Fmx8LvsQ10U"

Book which was published by Packt Publishing Ltd since 2017-03-31 have ISBNs, ISBN 13 Code is 9781788294850 and ISBN 10 Code is 1788294858

Reading Mode in Text Status is true and Reading Mode in Image Status is true

Book which have "866 Pages" is Printed at BOOK under CategoryComputers

Book was written in en

eBook Version Availability Status at PDF is trueand in ePub is true

Book Preview


Download Python: Data Analytics and Visualization PDF Free

Download Python: Data Analytics and Visualization Books Free

Download Python: Data Analytics and Visualization Free

Download Python: Data Analytics and Visualization PDF

Download Python: Data Analytics and Visualization Books

Labels:

Comments

Post a Comment

Popular posts from this blog

Download Enterprise Internet of Things Handbook PDF Free

Enterprise Internet of Things Handbook PDF By:Arvind Ravulavaru Published on 2018-04-30 by Packt Publishing Ltd Get familiar with the building blocks of IoT solutions using off–the-shelf IoT platforms. Key Features Work with various trending IoT platforms such as AWS IoT, Azure IoT, Google IoT, IBM Watson IoT, and Kaa IoT Gain hands-on knowledge working with Cloud-based IoT platforms, IoT Analytics, and so on. A practical guide that will help you build IoT strategies for your organization Book Description There is a lot of work that is being done in the IoT domain and according to Forbes the global IoT market will grow from $157B in 2016 to $457B by 2020. This is an amazing market both in terms technology advancement as well as money. In this book, we will be covering five popular IoT platforms, namely, AWS IoT, Microsoft Azure IoT, Google IoT Core, IBM Watson IoT, and Kaa IoT middleware. You are going to build solutions that will use a Raspberry Pi 3, a DHT11 Temperature and humidity
Post a Comment
Read more

Portrait Drawing PDF Download

Portrait Drawing PDF By:András Szunyoghy Published on 2013 by Hf Ullmann |The face is characterized by a specific expressiveness and is thus an important part of composition. To be able to draw it correctly requires considerable prior knowledge. One must understand the art of measuring, the rules of perspective and the intricacies of drawing simple forms. The capturing and recreation of character attributes are special challenges requiring knowledge and use of the rules. András Szunyoghy's decades of experience as an artist and teacher predestines him for the compilation of a groundlaying system of rules for the learning of this art. This book provides not only beginners but also advanced artists comprehensive assistance. | This Book was ranked at 28 by Google Books for keyword Drawing Pencil Arts Photography. Book ID of Portrait Drawing's Books is lbA1mwEACAAJ, Book which was written byAndrás Szunyoghyhave ETAG "tqVmcNQ3eH8" Book which was published by Hf Ullmann s
Post a Comment
Read more

Download The Third Wave PDF Free

The Third Wave PDF By:Steve Case Published on 2016-04-05 by Simon and Schuster NEW YORK TIMES BESTSELLER WALL STREET JOURNAL BESTSELLER One of America’s most accomplished entrepreneurs—a pioneer who made the Internet part of everyday life and orchestrated the largest merger in the history of business—shares a roadmap for how anyone can succeed in a world of rapidly changing technology. Steve Case’s career began when he cofounded America Online (AOL) in 1985. At the time, only three percent of Americans were online. It took a decade for AOL to achieve mainstream success, and there were many near-death experiences and back-to-the-wall pivots. AOL became the top performing company of the 1990s, and at its peak more than half of all consumer Internet traffic in the United States ran through the service. After Case engineered AOL’s merger with Time Warner and he became Chairman of the combined business, Case oversaw the biggest media and communications empire in the world. In The Third Wave
Post a Comment
Read more