Python programming language has rendered itself as the language of choice for coding beginners and advanced software programmers alike. This book is written to help you master the basic concepts of Python coding and how you can utilize your coding skills to analyze a large volume of data and uncover valuable information that can otherwise be easily lost in the volume. Python was designed primarily to emphasize readability of the programming code, and its syntax enables programmers to convey ideas using fewer lines of code. Python programming language increases the speed of operation while allowing for higher efficiency in creating system integrations. This book will provide you overarching guidance on how you can use Python to develop machine learning models using Scikit-Learn, most widely used Python-based machine learning library. Python programming, data analysis, and machine learning are widely credited in the birth of the powerhouse, which is the "Silicon Valley." To become a machine learning expert, a sound and in-depth understanding of every nuance of this area is critical. With the use of free and open-source machine learning library, Scikit-Learn, you can easily access free data sets and get hands-on experience on the fundamentals of machine learning and the underlying challenges and limitations of engineering machines to 'think.'
Some of the highlights of the book include:
● Key features and advantages of learning to code Python as well as the history of how Python programming was created
● Step by step instructions on how to install Python on your operating systems (Windows, Mac, and Linux)
● Concept of Python data types is presented in exquisite detail with various examples of each data type
● Learn how to create Python variables and assign desired data type to them
● Includes comprehensive lists of a variety of built-in functions and methods supported by Python
●Basic concepts of writing efficient and effective Python codes, focusing on various programming elements such as Booleans, Tuples, Sets, Dictionaries, and much more
● Learn how to write if and else statements to retrieve desired information from your data
● For and While loops are explained with explicit details in an easy to understand language
● Learn the basic concepts of big data analysis and machine learning algorithms
● Brief overview of various renowned machine learning libraries such as Scikit-Learn, NumPy, SciPy, and more
All the concepts are explained with standard Python coding syntax supported with relevant examples and followed by exercises to help you test and verify your understanding of those concepts. Finally, as an added bonus you will learn some Python tips and tricks to take your machine learning programming game to the next level. Remember, knowledge is power, and with the great power you will gather from this book, you will be armed to make sound personal and professional technological choices. Your Python programming skillset will improve drastically, and you will be poised to develop your very own machine learning model
Don't you think it can be that easy? If you really want to have proof of all this, don't waste any more time
The big tech companies are increasingly relying on the database management systems to store and maintaining the massive volume of data generated by our digital lives.
The Relational Database Management System (RDBMS) is extensively used by these tech giants to not only store the large volume of data but as an advanced tool to gain insight from massive volume of data generated by our increasingly digital lives. The Structured Query Language (SQL) is the language of choice define, manipulate, control and query the data within a RDBMS. Companies rely on RDBMS for organization of their customer data as well as to review this valuable data and keep it current and secure.
This book is written to serve as your personal guide so you can efficiently and effectively learn and write SQL statements or queries to retrieve from and update data on relational databases such as MySQL. You will be able to install the free and open MySQL user interface with the instructions provided in this book. This will allow you to get hands-on practice utilizing a variety of exercises included in this book, so you will be able to create not only correct but efficient SQL queries to succeed at work and ace those job interview questions. Another tip to make the best use of this book is to try to come up with your own names and labels to be used within the presented examples and verify those result sets obtained with the ones provided in this book, as you read and understand all the concepts and SQL query structures. Some of the highlights of this book are:
- Foundational concepts of SQL language as well as the five fundamental types of SQL queries namely, Data definition language (DDL), Data manipulation language (DML), Data control language (DCL), Data query language (DQL) and Transaction control language (TCL).
- Learn the thumb rules for building SQL syntax or query.
- A variety of SQL data types that are a pre-requisite for learning SQL have been explained in an easy to understand language.
- Overview of a wide range of user interfaces available with MySQL servers including MySQL workbench, Sequel Pro, Toad, among others.
- Learn how to create an effective database on the MySQL server as well as to create data tables and insert data into those tables.
- Learn the concept of temporary tables, derived tables and how you can create a new table from an existing table.
- The key concept of SQL Joins is provided in exquisite detail including different SQL JOIN and the SQL Union functions.
- Learn how to create new user accounts, update the user password as needed, grant and revoke access privileges.
- Learn CREATE VIEW, MERGE, TEMPTABLE, UNDEFINED, Updatable SQL Views, ALTER VIEW and CREATE OR REPLACE VIEW statements.
- The properties of SQL transactions as well as various SQL transaction statements with controlling clauses such as, START TRANSACTION, COMMIT, ROLLBACK among others.
Don't miss the opportunity to quickly learn a programming language like SQL. Don't you think it can be that easy? If you really want to have proof of all this, don't waste any more time
Python programming language has rendered itself as the language of choice for coding beginners and advanced software programmers alike.
This book is written to help you master the basic concepts of Python coding and how you can utilize your coding skills to analyze a large volume of data and uncover valuable information that can otherwise be easily lost in the volume. Python was designed primarily to emphasize readability of the programming code, and its syntax enables programmers to convey ideas using fewer lines of code. Python programming language increases the speed of operation while allowing for higher efficiency in creating system integrations.
This book will provide you overarching guidance on how you can use Python to develop machine learning models using Scikit-Learn, most widely used Python-based machine learning library. Python programming, data analysis, and machine learning are widely credited in the birth of the powerhouse, which is the "Silicon Valley." To become a machine learning expert, a sound and in-depth understanding of every nuance of this area is critical. With the use of free and open-source machine learning library, Scikit-Learn, you can easily access free data sets and get hands-on experience on the fundamentals of machine learning and the underlying challenges and limitations of engineering machines to 'think.' Some of the highlights of the book include:
● Key features and advantages of learning to code Python as well as the history of how Python programming was created.
● Step by step instructions on how to install Python on your operating systems (Windows, Mac, and Linux).
● Learn how to create Python variables and assign desired data type to them.
● Includes comprehensive lists of a variety of built-in functions and methods supported by Python.
● Basic concepts of writing efficient and effective Python codes, focusing on various programming elements such as Booleans, Tuples, Sets, Dictionaries, and much more.
● Learn the basic concepts of big data analysis and machine learning algorithms.
● Brief overview of various renowned machine learning libraries such as Scikit-Learn, NumPy, SciPy, and more.
All the concepts are explained with standard Python coding syntax supported with relevant examples and followed by exercises to help you test and verify your understanding of those concepts. Finally, as an added bonus you will learn some Python tips and tricks to take your machine learning programming game to the next level. Remember, knowledge is power, and with the great power you will gather from this book, you will be armed to make sound personal and professional technological choices. Your Python programming skillset will improve drastically, and you will be poised to develop your very own machine learning model
Don't you think it can be that easy? If you really want to have proof of all this, don't waste any more time
Would you like to expand your knowledge base about the Arduino programming?
Do you desire to enjoy the fantastic features of Arduino technology?
If you said YES to any or all of the questions above, this book is all you need
Starting Arduino Programming allows you to rapidly and intuitively develop your programming abilities through sketching in code. This book provides you with an understanding of the standard structure for developing Arduino code, including the functions, syntax, structure, and libraries needed to produce future tasks.
It is specifically written to help you get the understanding required to master the fundamental aspects of writing code on the Arduino platform and will have you all set to take the next step: to explore new project ideas, new kinds of hardware, and contribute back to the open-source community, and even take on more programming projects.
With this book, you can go from Arduino Beginner to Arduino Pro in a much shorter time This is a resource book to get started with if you want to find out about the world of Arduino and how it changes the world we live in. This book will help you comprehend the basic principles of Arduino, its advantages, benefits and applications in numerous markets and platforms. Completely simplified for easy understanding, this bestselling guide explains how to compose well-crafted sketches using Arduino's modified C language. You will discover how to configure software and hardware, develop your own sketches, deal with built-in and custom-made Arduino libraries, and check out the Internet of Things-- all with no prior programming experience required. It teaches you everything you require to become proficient in Arduino from scratch. Learn the variants in Arduino, find out how to select Arduino boards and their technical specs, learn how to install Arduino IDE.
That's what you'll find in this book:
- What Is Arduino Programming?
- Introduction to Arduino Programming Language
- How to configure Arduino
- The Arduino KIT
- Arduino - Board Description
- Arduino - Program Structure
- Arduino - Variables & Constants
- String Arrays Character
- Manipulating String Arrays
- Functions to Manipulate String Arrays
- Arduino - String Item
- Stating Arrays
- Pins Configured as INPUT
- Benefits and Disadvantages of Identical communication
You will also find out how to configure your Arduino interface board to pick up the physical world, to control light, movement, and sound, and to create objects with interesting features. This ultimate guide gets you up to speed quickly, teaching all concepts and syntax through simple language and clear guideline developed for outright beginners. It contains lots of top quality illustrations and easy-to-follow examples.
Are you ready to explore the amazing benefits of this book?
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