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Cracking the Coding Interview

Cracking the Coding Interview

I am not a recruiter. I am a Software engineer. And as such, I know what it's like to be asked to whip up brilliant Algorithms on the spot and then write flawless code on a whiteboard. I've been through this as a candidate and as an interviewer. Cracking the Coding Interview, 6th Edition is here to help you through this process, teaching you what you need to know and enabling you to perform at your very best. I've coached and interviewed hundreds of Software engineers. The result is this book. Learn how to uncover the hints and hidden details in a question, discover how to break down a problem into manageable chunks, develop techniques to unstick yourself when stuck, learn (or re-learn) core computer science concepts, and practice on 189 interview questions and solutions. These interview questions are real; they are not pulled out of computer science textbooks. They reflect what's truly being asked at the top companies, so that you can be as prepared as possible. WHAT'S INSIDE? - 189 programming interview questions, ranging from the basics to the trickiest algorithm problems. - A walk-through of how to derive each solution, so that you can learn how to get there yourself. - Hints on how to solve each of the 189 questions, just like what you would get in a real interview. - Five proven strategies to tackle algorithm questions, so that you can solve questions you haven't seen. - Extensive coverage of essential topics, such as big O time, data structures, and core Algorithms. - A behind the scenes look at how top companies like Google and Facebook hire developers. - Techniques to prepare for and ace the soft side of the interview: behavioral questions. - For interviewers and companies: details on what makes a good interview question and hiring process.

Mastering Data Mining: The Art and Science of Customer Relationship Management

Mastering Data Mining: The Art and Science of Customer Relationship Management

Companies have invested in building data warehouses to capture vast amounts of customer information. The payoff comes with "mining" or getting access to the data within this information gold mine to make better business decisions. Readers and reviewers loved Berry and Linoff's first book, Data Mining Techniques, because the authors so clearly illustrate practical techniques with real benefits for improved Marketing and sales. Mastering Data Mining takes off from there-assuming readers know the Basic techniques covered in the first book, the authors focus on how to best apply these techniques to real business cases. They start with simple applications and work up to the most powerful and sophisticated examples over the course of about 20 cases. (Ralph Kimball used this same approach in his highly successful Data Warehouse Toolkit). As with their first book, Mastering Data Mining is sufficiently technical for database analysts, but is accessible to technically savvy business and Marketing managers. It should also appeal to a new breed of "database Marketing" managers.

A Text Book Of Information Technology

A Text Book Of Information Technology

A Text Book Of Information Technology

Prevention of Cyber Crimes and Fraud Management

Prevention of Cyber Crimes and Fraud Management

Banks are offering many services of which, the electronic mode is becoming popular amongst Banks and their customers. Presently, these are in the form of ATMs, Credit & Debit Cards, Online Transactions, Net Banking, Mobile Banking, e-Commerce, new Payment Systems etc. Few Banks have also started offering various Asset Products through online channels thus avoiding or reducing the need of frequent visits to the branches by those customers, availing Retail Loans like Education, Home & Personal Loans and other Loan Products. As more & more services of banks are offered in electronic mode, they must be aware of the risks due to possible misuses of new technology based services and various online channels. It has become important that the bankers, particularly who are dealing with I.T. and Online channels, would be well versed with the various cyber crimes and frauds which may occur in offering these services. To safeguard the Interest of the banks and their clients, a banker who is dealing in such services should have thorough knowledge and understanding about Cyber Crimes and how to mitigate a fraud and prevent eventualities in future. This book is the courseware for the Certificate Exam on “Cyber Crimes and Fraud Management” being offered by the Indian Institute of Banking & Finance. This book provides an overview of various types of Cyber Crimes and how to alleviate such crimes. The contents of the book are organised into Four Modules viz. (i) Cyber Crimes Overview (ii) Fraud Management (iii) Electronic Transactions (iv) Cyber Laws & Regulatory Compliance. The contents of the book will be found useful by all those who are involved in dealing with Information Technology, Online Banking, Electronic Channels etc. and handling Cyber Crimes, electronic frauds and mitigation thereof. The book will also be useful to the students pursuing academic courses on the subject.

Blockchain Applications: A Hands-On Approach

Blockchain Applications: A Hands-On Approach

In the US, the services sector provides employment to about 100 million, while the manufacturing sector provides employment to about 20 million. These sectors are highly automated, and driven by sophisticated business processes forming an integral part of the digital economy. While the applications themselves may be distributed over the Internet in time and space, the core business, regulatory, and financial aspects of the digital economy are still centralized, with the need for centralized agencies (such as banks, customs authorities, and tax agencies) to authenticate and settle payments and transactions. These centralized services often are manual, difficult to automate, and represent a bottleneck to facilitating a frictionless digital economy. The next revolutionary step in the services and manufacturing economy of the future is the development of automated distributed applications that do not depend on these traditional centralized agencies for controlling, facilitating and settling multi-party transactions that may themselves be subject to complex contractual constraints. The blockchain technology is an integral part of these next steps that promises a smart new world of automation of complex services and manufacturing processes. Blockchain is a distributed and public ledger which maintains records of all the transactions on a blockchain network comprising suppliers of Products and services and consumers. With the blockchain's ability to establish trust in a peer-to-peer network through a distributed consensus mechanism rather than relying on a powerful centralized authority, the technology is being seen by the industry experts as one of the greatest innovations since the invention of the Internet. As per Santander, blockchain technologies can reduce annual costs for financial firms by $20b by streamlining processes and improving efficiency. In addition, investment and spending on blockchain technology is expected to increase at a compound annual growth rate (CAGR) of 52% through 2019. We have written this textbook, as part of our expanding "A Hands-On Approach"(TM) series, to serve as a textbook for senior-level and graduate-level courses on financial and regulation technologies, business analytics, Internet of Things, and cryptocurrency. This book is also written for use within Industries in the FinTech and RegTech space that may be interested in rolling out Products and services that utilize this new area of technology. An accompanying website for this book contains additional support for instruction and learning (www.blockchain-book.com). The book is organized into three main parts, comprising a total of ten chapters. Part I provides an introduction to blockchain concepts, design patterns, and architectures for blockchain applications. A blockchain stack comprising a decentralized computation platform, a decentralized messaging platform, and a decentralized Storage platform is described. Part II introduces the readers to tools and platforms for blockchain, such as Geth, PyEthApp, TestRPC, Mist Ethereum Wallet, MetaMask, Web3 JavaScript API and the Truffle Dapp framework. Implementation examples of various smart contracts and decentralized applications (Dapps) are provided. Part III focuses on advanced topics such as the security and scalability related challenges for the blockchain platforms.

Computer Architecture: A Quantitative Approach

Computer Architecture: A Quantitative Approach

The computing world today is in the middle of a revolution: mobile clients and cloud computing have emerged as the dominant paradigms driving programming and hardware innovation today. The Fifth Edition of Computer Architecture focuses on this dramatic shift, exploring the ways in which Software and technology in the cloud are accessed by cell phones, tablets, laptops, and other mobile computing devices.

Grokking Deep Learning

Grokking Deep Learning

Artificial Intelligence is the most exciting technology of the century, and Deep Learning is, quite literally, the “brain” behind the world’s smartest Artificial Intelligence Systems out there. Grokking Deep Learning is the perfect place to begin the deep learning journey. Rather than just learning the “black box” API of some library or framework, readers will actually understand how to build these Algorithms completely from scratch.  Key Features:Build neural networks that can see and understand images Build an A.I. that will learn to defeat you in a classic Atari gameHands-on Learning Written for readers with high school-level math and intermediateprogramming skills. Experience with Calculus is helpful but notrequired. ABOUT THE TECHNOLOGYDeep Learning is a subset of Machine Learning, which is a field dedicated to the study and development of machines that can learn, often with the goal of eventually attaining General artificial intelligence. 

Artificial Intelligence Engines: A Tutorial Introduction to the Mathematics of Deep Learning

Artificial Intelligence Engines: A Tutorial Introduction to the Mathematics of Deep Learning

The brain has always had a fundamental advantage over conventional computers: it can learn. However, a new generation of artificial intelligence Algorithms, in the form of deep neural networks, is rapidly eliminating that advantage. Deep neural networks rely on adaptive Algorithms to master a wide variety of tasks, including cancer diagnosis, object recognition, Speech recognition, robotic control, chess, poker, backgammon and Go, at super-human Levels of performance. In this richly illustrated book, key neural network learning Algorithms are explained informally first, followed by detailed mathematical analyses. Topics include both historically important neural networks (e.g. perceptrons), and modern deep neural networks (e.g. generative adversarial networks). Online computer programs, collated from open source repositories, give hands-on experience of neural networks, and PowerPoint slides provide support for teaching. Written in an informal style, with a comprehensive glossary, tutorial appendices (e.g. Bayes' theorem), and a list of further readings, this is an ideal introduction to the algorithmic engines of modern artificial intelligence.

Learning Robotic Process Automation: Create Software robots and automate business processes with the leading RPA tool - UiPath

Learning Robotic Process Automation: Create Software robots and automate business processes with the leading RPA tool - UiPath

Design RPA solutions to perform a wide range of transactional tasks with minimal cost and maximum ROI Key Features A beginner's guide to learn Robotic Process Automation and its impact on the modern world Design, test, and perform enterprise automation task with UiPath Create Automation apps and deploy them to all the computers in your department. Book DescriptionRobotic Process Automation (RPA) enables automating business processes using Software robots. Software robots interpret, trigger responses, and communicate with other Systems just like humans do. Robotic processes and intelligent automation tools can help businesses improve the effectiveness of services faster and at a lower cost than current methods. This book is the perfect start to your automation journey, with a special focus on one of the most popular RPA tools: UiPath. Learning Robotic Process Automation takes you on a journey from understanding the Basics of RPA to advanced implementation techniques. You will become oriented in the UiPath interface and learn about its workflow. Once you are familiar with the environment, we will get hands-on with automating different applications such as Excel, SAP, Windows and web applications, screen and web scraping, working with user events, as well as understanding exceptions and debugging. By the end of the book, you'll not only be able to build your first Software bot, but also you'll wire it to perform various automation tasks with the help of best practices for bot deployment. What you will learn Understand Robotic Process Automation technology Learn UiPath programming techniques to deploy robot configurations Explore various data extraction techniques Learn about integrations with various popular applications such as SAP and MS Office Debug a programmed robot including logging and exception handling Maintain code version and source control Deploy and control Bots with UiPath Orchestrator Who this book is forIf you would like to pursue a career in Robotic Process Automation or improve the efficiency of your businesses by automating common tasks, then this book is perfect for you. Prior programming knowledge of either Visual Basic or C# will be useful.

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