Practical Social Network Analysis with Python, Krishna Raj P.M.; Ankith Mohan; K.G. Srinivasa
Автор: Raj P.m., Krishna Mohan, Ankith Srinivasa, K.g. Название: Practical social network analysis with python ISBN: 3319967452 ISBN-13(EAN): 9783319967455 Издательство: Springer Рейтинг: Цена: 93160.00 T Наличие на складе: Поставка под заказ. Описание: This book focuses on social network analysis from a computational perspective, introducing readers to the fundamental aspects of network theory by discussing the various metrics used to measure the social network. It covers different forms of graphs and their analysis using techniques like filtering, clustering and rule mining, as well as important theories like small world phenomenon. It also presents methods for identifying influential nodes in the network and information dissemination models. Further, it uses examples to explain the tools for visualising large-scale networks, and explores emerging topics like big data and deep learning in the context of social network analysis.With the Internet becoming part of our everyday lives, social networking tools are used as the primary means of communication. And as the volume and speed of such data is increasing rapidly, there is a need to apply computational techniques to interpret and understand it. Moreover, relationships in molecular structures, co-authors in scientific journals, and developers in a software community can also be understood better by visualising them as networks.This book brings together the theory and practice of social network analysis and includes mathematical concepts, computational techniques and examples from the real world to offer readers an overview of this domain.
Do you want to master data using python? If yes, then keep reading
Data analysis plays a significant job in numerous parts of your regular day to day existence today. From the second you wake up, you cooperate with information at various levels. A great deal of significant choices are made dependent on information examination. None of the organizations would capacity and run effectively without individuals who realize how to utilize ace this incredible asset. Organizations use information to Understand Their Customer Needs and produce the Best Possible Product or Service.
Python Programming Language is one of the best framework with regards to information examination, and in the event that you are considering starting your own business some time or another or as of now have one, this is certainly a device you should comprehend and utilize.
Data Scientist is the most requested job of the 21st century and Python is the most popular programming language of the 21st century. The average salary of a Data Scientist is around 120 thousand dollars per year and the average salary of a Pythton Developer is around 100 thousand dollars. So it's pretty obvious that anyone have skills in both Data Science and Python will be in great demand in industry.
You needn't bother with an exhausting and costly reading material. This book is the best one for every readers.
This book covers:
- Introduction to Python and data analysis
- Python basics
- Python history
- Installing Python
- Data analysis with Python
- NumPy for numerical data processing
- Data visualization with Python
- Machine learning with Python
And much more
Be it Data Processing, Data Analytics, Data Modeling, Data Visualization, Data Predictive, Machine Learning, or taking the photo of Blackhole: Python is everywhere and it is the most powerful programming language of 21st century. Beloved by the data scientists and new generation developers, Pyhton will eat the word
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Автор: Baig Mirza Rahim, Govindan Gururajan, Shrimali Vishwesh Ravi Название: Data Science for Marketing Analytics - Second Edition: A practical guide to forming a killer marketing strategy through data analysis with Python ISBN: 1800560478 ISBN-13(EAN): 9781800560475 Издательство: Неизвестно Рейтинг: Цена: 47810.00 T Наличие на складе: Есть у поставщика Поставка под заказ. Описание: This book on marketing analytics with Python will quickly get you up and running using practical data science and machine learning to improve your approach to marketing. You`ll learn how to analyze sales, understand customer data, predict outcomes, and present conclusions with clear visualizations.
Автор: Idris, Ivan (Author) Название: Python Data Analysis Cookbook ISBN: 178528228X ISBN-13(EAN): 9781785282287 Издательство: Неизвестно Рейтинг: Цена: 67430.00 T Наличие на складе: Есть у поставщика Поставка под заказ. Описание: Over 140 practical recipes to help you make sense of your data with ease and build production-ready data appsAbout This Book* Analyze Big Data sets, create attractive visualizations, and manipulate and process various data types* Packed with rich recipes to help you learn and explore amazing algorithms for statistics and machine learning* Authored by Ivan Idris, expert in python programming and proud author of eight highly reviewed booksWho This Book Is ForThis book teaches Python data analysis at an intermediate level with the goal of transforming you from journeyman to master. Basic Python and data analysis skills and affinity are assumed. What You Will Learn* Set up reproducible data analysis* Clean and transform data* Apply advanced statistical analysis* Create attractive data visualizations* Web scrape and work with databases, Hadoop, and Spark* Analyze images and time series data* Mine text and analyze social networks* Use machine learning and evaluate the results* Take advantage of parallelism and concurrencyIn DetailData analysis is a rapidly evolving field and Python is a multi-paradigm programming language suitable for object-oriented application development and functional design patterns.
As Python offers a range of tools and libraries for all purposes, it has slowly evolved as the primary language for data science, including topics on: data analysis, visualization, and machine learning. Python Data Analysis Cookbook focuses on reproducibility and creating production-ready systems. You will start with recipes that set the foundation for data analysis with libraries such as matplotlib, NumPy, and pandas.
You will learn to create visualizations by choosing color maps and palettes then dive into statistical data analysis using distribution algorithms and correlations. You'll then help you find your way around different data and numerical problems, get to grips with Spark and HDFS, and then set up migration scripts for web mining. In this book, you will dive deeper into recipes on spectral analysis, smoothing, and bootstrapping methods.
Moving on, you will learn to rank stocks and check market efficiency, then work with metrics and clusters. You will achieve parallelism to improve system performance by using multiple threads and speeding up your code. By the end of the book, you will be capable of handling various data analysis techniques in Python and devising solutions for problem scenarios.
Style and ApproachThe book is written in "cookbook" style striving for high realism in data analysis. Through the recipe-based format, you can read each recipe separately as required and immediately apply the knowledge gained.
Автор: Agarwal, Dr Basant, Baka, Benjamin Название: Hands-On Data Structures and Algorithms with Python 2 ed ISBN: 1788995570 ISBN-13(EAN): 9781788995573 Издательство: Неизвестно Рейтинг: Цена: 53940.00 T Наличие на складе: Есть у поставщика Поставка под заказ. Описание: Data structures help us to organize and align the data in a very efficient way. This book will surely help you to learn important and essential data structures through Python implementation for better understanding of the concepts.
Do you want to master data using python? If yes, then keep reading
Data analysis plays a significant job in numerous parts of your regular day to day existence today. From the second you wake up, you cooperate with information at various levels. A great deal of significant choices are made dependent on information examination. None of the organizations would capacity and run effectively without individuals who realize how to utilize ace this incredible asset. Organizations use information to Understand Their Customer Needs and produce the Best Possible Product or Service.
Python Programming Language is one of the best framework with regards to information examination, and in the event that you are considering starting your own business some time or another or as of now have one, this is certainly a device you should comprehend and utilize.
Data Scientist is the most requested job of the 21st century and Python is the most popular programming language of the 21st century. The average salary of a Data Scientist is around 120 thousand dollars per year and the average salary of a Pythton Developer is around 100 thousand dollars. So it's pretty obvious that anyone have skills in both Data Science and Python will be in great demand in industry.
You needn't bother with an exhausting and costly reading material. This book is the best one for every readers.
This book covers:
- Introduction to Python and data analysis
- Python basics
- Python history
- Installing Python
- Data analysis with Python
- NumPy for numerical data processing
- Data visualization with Python
- Machine learning with Python
And much more
Be it Data Processing, Data Analytics, Data Modeling, Data Visualization, Data Predictive, Machine Learning, or taking the photo of Blackhole: Python is everywhere and it is the most powerful programming language of 21st century. Beloved by the data scientists and new generation developers, Pyhton will eat the word
Python is one of the most beloved programming languages in any circle of programmers. Software engineers, hackers, and Data Scientists alike are in love with the versatility that Python has to offer. Besides, the Object-Oriented feature of Python coupled with its flexibility is also one of the major attractions for this language.
That's the reason why Python is a perfect fit with Data Analysis, Machine Learning and Data Science.
Data is the future. The world of technology as we know it is evolving towards an open-source platform where people share ideas freely. This is seen as the first step towards the decentralization of ideas and eliminating unnecessary monopolies. Therefore, the data, tools, and techniques used in the analysis are easily available for anyone to interpret data sets and get relevant explanations.
The goal of this 4-in-1 bundle is simple: explaining everything you need to know to Master Python. With a special emphasis on the main steps that are needed to correctly implement Data Analysis and Machine Learning algorithms,
In manuscript one, Python for Beginners, you will learn:
How to install Python
What are the different Python Data Types and Variables
Basic Operators of Python Language
Data Structures and Functions
Conditional and Loops in Python
And Much More
In manuscript two, Python Advanced Guide, you will master:
Object-Oriented Programming (OOP), Inheritance and Polymorphism
Essential Programming Tools
Exception Handling
Working with Files
And Much More
In manuscript three, Python for Data Analysis, you will learn:
What Data Analysis is all about and why businesses are investing in this sector
The 5 steps of a Data Analysis
The 7 Python libraries that make Python one of the best choices for Data Analysis
Pandas, Jupyter and PyTorch
And Much More
In manuscript four, Applications to Data Science, you will understand:
How Data Visualization and Matplotlib can help you to understand the data you are working with.
Neural Networks
Decision Trees
What industries are using data to improve their business with 14 real-world applications
And So Much More
Where most books about Python programming are theoretical and have few or little practical examples, this book provides lots of simple, step-by-step examples and illustrations that are used to underline key concepts and help improve your understanding.
Furthermore, topics are carefully selected to give you broad exposure to Python, while not overwhelming you with too much information. Also, the outputs of ALL the examples are provided immediately so you do not have to wait till you have access to your computer to test the examples.
Even if you have never coded before, this is the perfect guide because it breaks down complex concepts into simple steps and in a concise and simple way that fits well with beginners. Regardless of your previous experience, you will learn the steps of Data Analysis, how to implement them, and the most important real-world applications.
Would you like to know more?Scroll Up and Click the BUY NOW Button to Get Your Copy
Would you like to become an expert in coding and programming?
Are you looking for a way to learn coding on your own?
Well, this book is everything you've been looking for It will teach you everything there is about Python coding, programming, artificial intelligence, and machine learning.
If you want to learn how to code, taking your first steps into the coding universe might seem like an intimidating and daunting task.
Here's the big secret: there are plenty of resources you can use to give yourself all the help you need, teach yourself new techniques, and make this learning process fun and exciting And this guide is precisely one of those resources that will help you out
Here is what this book contains:
-Everything there is to know about machine learning and artificial intelligence
-Extensive training in data science
-A beginner's guide to learning Python without breaking a sweat
-The benefits of learning Python
-Practical exercises that help you check your progress
The best way to learn to code involves you getting up-close-and-personal with a real book that you can follow along from beginning to end. This will give you a more comprehensive introduction to coding than jumping around from topic to topic on a website.
Not only will this book teach you how to code, but it will also test your new skills The practical exercises section will show you more about functions and modules and also how to make your program interactive.
Without applying your coding skills in a few projects, you won't even be considered a real coder. So, start learning and practicing
You don't have to enroll in a four-year college program to learn the fundamentals of computer science and coding.
All you have to do is get this book
Scroll up, click on "Buy Now with 1-Click", and Get Your Copy Now
Python is one of the most beloved programming languages in any circle of programmers. Software engineers, hackers, and Data Scientists alike are in love with the versatility that Python has to offer. Besides, the Object-Oriented feature of Python coupled with its flexibility is also one of the major attractions for this language.
That's the reason why Python is a perfect fit with Data Analysis, Machine Learning and Data Science.
Data is the future. The world of technology as we know it is evolving towards an open-source platform where people share ideas freely. This is seen as the first step towards the decentralization of ideas and eliminating unnecessary monopolies. Therefore, the data, tools, and techniques used in the analysis are easily available for anyone to interpret data sets and get relevant explanations.
The goal of this 4-in-1 bundle is simple: explaining everything you need to know to Master Python. With a special emphasis on the main steps that are needed to correctly implement Data Analysis and Machine Learning algorithms,
In manuscript one, Python for Beginners, you will learn:
How to install Python
What are the different Python Data Types and Variables
Basic Operators of Python Language
Data Structures and Functions
Conditional and Loops in Python
And Much More
In manuscript two, Python Advanced Guide, you will master:
Object-Oriented Programming (OOP), Inheritance and Polymorphism
Essential Programming Tools
Exception Handling
Working with Files
And Much More
In manuscript three, Python for Data Analysis, you will learn:
What Data Analysis is all about and why businesses are investing in this sector
The 5 steps of a Data Analysis
The 7 Python libraries that make Python one of the best choices for Data Analysis
Pandas, Jupyter and PyTorch
And Much More
In manuscript four, Applications to Data Science, you will understand:
How Data Visualization and Matplotlib can help you to understand the data you are working with.
Neural Networks
Decision Trees
What industries are using data to improve their business with 14 real-world applications
And So Much More
Where most books about Python programming are theoretical and have few or little practical examples, this book provides lots of simple, step-by-step examples and illustrations that are used to underline key concepts and help improve your understanding.
Furthermore, topics are carefully selected to give you broad exposure to Python, while not overwhelming you with too much information. Also, the outputs of ALL the examples are provided immediately so you do not have to wait till you have access to your computer to test the examples.
Even if you have never coded before, this is the perfect guide because it breaks down complex concepts into simple steps and in a concise and simple way that fits well with beginners. Regardless of your previous experience, you will learn the steps of Data Analysis, how to implement them, and the most important real-world applications.
Would you like to know more?Scroll Up and Click the BUY NOW Button to Get Your Copy
Data Science is one of the biggest buzzwords in the business world nowadays. Many businesses know the importance of collecting information, but as they can collect so much data in a short period, the real question is: "what is the next step?"
Data Science includes all the different steps that you take with the data: collecting and cleaning them if they come from more than one source, analyzing them, applying Machine Learning algorithms and models, and then presenting your findings from the analysis with some good Data Visualizations.
You will learn about the main steps that are needed to correctly implement Data Science techniques and the algorithms to help you sort through the data and see some amazing results. Some of the topics that we will discuss inside include
-A thorough and simple explanation of data science and the way it works
-Basics of data science and fundamental skills you need to get started
-A blueprint for the most used frameworks for Python data science
-How to process and understand the data and design your own projects
-What data science is all about and why so many companies are using it to give them a competitive edge.
-Why Python and how to use it to implement Data Science
-What is the intersection between Machine Learning and Data Science and how to combine them
-Functions and Modules in Python
-Data Aggregation and Group Operations
-Interaction with databases and data in the cloud
-And Much More
Even if you have never implemented Data Science techniques, learning them is easier than it looks. You just need the right guidance. And Python Data Science provides all the knowledge you need in a simple and practical way. Regardless of your previous experience, you will learn, the techniques to manipulate and process datasets, the principles of Python programming, and its most important real-world applications.
Would You Like To Know More?
Scroll up and click on the BUY NOW button to get your copy now
Would you like to become an expert in coding and programming?
Are you looking for a way to learn coding on your own?
Well, this book is everything you've been looking for It will teach you everything there is about Python coding, programming, artificial intelligence, and machine learning.
If you want to learn how to code, taking your first steps into the coding universe might seem like an intimidating and daunting task.
Here's the big secret: there are plenty of resources you can use to give yourself all the help you need, teach yourself new techniques, and make this learning process fun and exciting And this guide is precisely one of those resources that will help you out
Here is what this book contains:
-Everything there is to know about machine learning and artificial intelligence
-Extensive training in data science
-A beginner's guide to learning Python without breaking a sweat
-The benefits of learning Python
-Practical exercises that help you check your progress
The best way to learn to code involves you getting up-close-and-personal with a real book that you can follow along from beginning to end. This will give you a more comprehensive introduction to coding than jumping around from topic to topic on a website.
Not only will this book teach you how to code, but it will also test your new skills The practical exercises section will show you more about functions and modules and also how to make your program interactive.
Without applying your coding skills in a few projects, you won't even be considered a real coder. So, start learning and practicing
You don't have to enroll in a four-year college program to learn the fundamentals of computer science and coding.
All you have to do is get this book
Scroll up, click on "Buy Now with 1-Click", and Get Your Copy Now
Do you want to learn Python Programming well and fast?Are you looking for the best Python for Data Analysis and Analytics course?Do want to learn Python Machine Learning and start implementing models?
This is the most complete Python guide with 6 Manuscripts in 1 book:
Your Customers will never stop to use this book.
In Manuscripts 1 and 2 "Python For Beginners" and "Advanced Python Programming" you'll learn:
How to work with numbers in Python
How to implement Program Flow Controls
And much more...
In Manuscript 3 "Python for Data Analysis & Analytics" you'll learn:
What Data Analysis is and why it is important
How to set up the Python environment for Data Analysis
And much more...
In Manuscript 4 "Python for Data Science" you'll learn:
What is Data Science and what does it encompass
How to set up the Python environment for Data Science
And much more...
In Manuscript 5 "Python Machine Learning" you'll learn
What is Machine Learning and what does it encompass
What are the 7 Steps of the Machine Learning Process
And much more...
In Manuscript 6 "SQL" you'll learn
Creating an SQL view
How to setup & create a database
And more..
Buy it NOW and let your customers get addicted to this amazing book
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