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Modern Python Programming using ChatGPT : 10x your software development skills with Python
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Programming Interviews Exposed : Coding Your Way Through the Interview
Ace technical interviews with smart preparation Programming Interviews Exposed is the programmer’s ideal first choice for technical interview preparation.Updated to reflect changing techniques and trends, this new fourth edition provides insider guidance on the unique interview process that today's programmers face.Online coding contests are being used to screen candidate pools of thousands, take-home projects have become commonplace, and employers are even evaluating a candidate's public code repositories at GitHub—and with competition becoming increasingly fierce, programmers need to shape themselves into the ideal candidate well in advance of the interview.This book doesn't just give you a collection of questions and answers, it walks you through the process of coming up with the solution so you learn the skills and techniques to shine on whatever problems you’re given. This edition combines a thoroughly revised basis in classic questions involving fundamental data structures and algorithms with problems and step-by-step procedures for new topics including probability, data science, statistics, and machine learning which will help you fully prepare for whatever comes your way. Learn what the interviewer needs to hear to move you forward in the processAdopt an effective approach to phone screens with non-technical recruitersExamine common interview problems and tests with expert explanationsBe ready to demonstrate your skills verbally, in contests, on GitHub, and more Technical jobs require the skillset, but you won’t get hired unless you are able to effectively and efficiently demonstrate that skillset under pressure, in competition with hundreds of others with the same background.Programming Interviews Exposed teaches you the interview skills you need to stand out as the best applicant to help you get the job you want.
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Programming Machine Learning : From Coding to Deep Learning
You've decided to tackle machine learning - because you're job hunting, embarking on a new project, or just think self-driving cars are cool.But where to start? It's easy to be intimidated, even as a software developer.The good news is that it doesn't have to be that hard.Master machine learning by writing code one line at a time, from simple learning programs all the way to a true deep learning system.Tackle the hard topics by breaking them down so they're easier to understand, and build your confidence by getting your hands dirty.Peel away the obscurities of machine learning, starting from scratch and going all the way to deep learning.Machine learning can be intimidating, with its reliance on math and algorithms that most programmers don't encounter in their regular work.Take a hands-on approach, writing the Python code yourself, without any libraries to obscure what's really going on.Iterate on your design, and add layers of complexity as you go.Build an image recognition application from scratch with supervised learning.Predict the future with linear regression. Dive into gradient descent, a fundamental algorithm that drives most of machine learning.Create perceptrons to classify data. Build neural networks to tackle more complex and sophisticated data sets.Train and refine those networks with backpropagation and batching.Layer the neural networks, eliminate overfitting, and add convolution to transform your neural network into a true deep learning system.Start from the beginning and code your way to machine learning mastery.What You Need: The examples in this book are written in Python, but don't worry if you don't know this language: you'll pick up all the Python you need very quickly.Apart from that, you'll only need your computer, and your code-adept brain.
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Coding in Your Home
Thanks to Siri and Alexa, we’ve gotten pretty used to coding in our home.But did you know a company offered automation for lights and appliances as early as the 1970s?Check out the home automation of the past and the smart homes of the future in this fun read.
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Is learning programming and software development very challenging?
Learning programming and software development can be challenging for some people, as it requires logical thinking, problem-solving skills, and attention to detail. However, with dedication, practice, and the right resources, it is definitely achievable. Breaking down complex concepts into smaller, more manageable parts and seeking help from online tutorials, courses, and communities can make the learning process easier and more enjoyable. Ultimately, the level of challenge will vary depending on the individual's background, experience, and learning style.
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Which programming languages are used in software development?
There are many programming languages used in software development, including popular languages such as Java, Python, C++, JavaScript, and Ruby. Each language has its own strengths and is used for different purposes in software development. For example, Java is commonly used for building enterprise-level applications, while Python is known for its simplicity and versatility. C++ is often used for system software and game development, while JavaScript is essential for web development. Overall, the choice of programming language depends on the specific requirements of the software being developed.
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What is the difference between software development and programming?
Software development is a broader term that encompasses the entire process of creating software, including planning, designing, testing, and maintaining software applications. Programming, on the other hand, refers specifically to the act of writing code to instruct a computer to perform certain tasks. While programming is a key component of software development, software development involves a more comprehensive approach that includes various stages beyond just writing code.
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What training opportunities are available for IT specialists to specialize in web development and general programming, such as software development?
There are various training opportunities available for IT specialists looking to specialize in web development and general programming. Online platforms like Coursera, Udemy, and Codecademy offer courses and certifications in programming languages such as Python, Java, and JavaScript. Additionally, coding bootcamps like General Assembly and Flatiron School provide intensive, hands-on training in software development. IT specialists can also pursue advanced degrees in computer science or related fields to deepen their knowledge and skills in web development and programming.
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Coding in Your School
Many students may use computer labs or tablets in school.But coding can also be found in science classrooms, the library, and even the lunch room!Early readers can educate themselves on the coding in their own school with this eye-opening title.
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Indoor Rowing : Your Complete Guide to Training, Programming, and Workouts
If you’re looking for a full-body exercise that improves cardio health, offers strength-building benefits, is low impact, and has low risk of injury, then Indoor Rowing is for you.Commonly viewed as the ultimate full-body workout, rowing can be incorporated into any training program to achieve fitness and athletic goals efficiently and effectively. Increasing in popularity since the early 2000s, rowing machines (also called ergs) can be found at most gyms or fitness facilities, and they are also accessible equipment for at-home gyms.The erg engages the majority of the muscles in your body—far more than other common cardio machines.With Indoor Rowing, you get a comprehensive guide to mastering this versatile piece of equipment and reaping the benefits of improved strength and cardiorespiratory health.You’ll learn proper rowing technique, and you’ll get expert advice on building the most effective workouts to get the most out of your time on the rower: Drills to correct common rowing errors for improved technique Warm-up exercises, drills, and sequences to prepare the body for the full workout Cool-down stretches and movements to help the body recover after the workout Three sample workouts for endurance and four sample workouts for interval training Off-the-rower strength exercises to improve performance on the rower A sample six-week training program with two or three workouts per week Excellent for both muscular and cardiorespiratory conditioning, the rower has proven to be versatile and adaptable for any training goal.Athletes and fitness enthusiasts alike—as well as the coaches and fitness professionals who work with them—will find Indoor Rowing to be a valuable guide for full-body conditioning. Earn continuing education credits/units! A continuing education exam that uses this book is also available.It may be purchased separately or as part of a package that includes both the book and exam.
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Learning Typescript : Enhance Your Web Development Skills Using Type-Safe JavaScript
TypeScript has conquered the world of JavaScript: it is one of the world's fastest growing and most popular languages across developer surveys, widely used in consumer and business companies alike, and frequently credited for helping massive web applications scale.But what is TypeScript? How does it work, why does it work, and how can we use it?Learning TypeScript takes beginner to intermediate JavaScript programmers from knowing nothing about "types" or a "type system" to full mastery of the fundamentals of TypeScript.It's more than a means to find bugs and typos--it's a useful system for declaring the way our JavaScript should work and helping us stick to it.You'll learn how TypeScript:interacts with JavaScriptanalyzes and understands codeaugments your existing development patternhelps you document your codeworks with IDEs to provide refactoring toolsassists local development in refactoring codehelps you develop more quickly with fewer bugs
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From Objects to Functions : Build Your Software Faster and Safer with Functional Programming and Kotlin
Build applications quicker and with less effort using functional programming and Kotlin.Learn by building a complete application, from gathering requirements to delivering a microservice architecture following functional programming principles.Learn how to implement CQRS and EventSourcing in a functional way to map the domain into code better and to keep the cost of change low for the whole application life cycle. If you're curious about functional programming or you are struggling with how to put it into practice, this guide will help you increase your productivity composing small functions together instead of creating fat objects. Switching to the functional paradigm isn't easy when you're used to object-oriented programming.You need more than just lambdas and mapping over collections to get a declarative style and disentangle the state from the computations.Use transformations and compositions to help you write less code with better results.Boost your productivity and harness the power of functional programming by creating real-world applications rather than focusing on theoretical concepts. Work through a series of short exercises to find and compose pure functions, and create data structures that work like algebra.Get rid of mutable state in your software to eliminate the main source of bugs.Apply CQRS and EventSourcing patterns to translate stakeholder requirements into functional design and then into code.See how Kotlin's easy-to-learn syntax and functional-friendly approach make it a great option for a pragmatic language that integrates well with existing Java code and libraries. Leverage functional programming to build and deliver robust applications in less time and with fewer defects. What You Need:The code in this book is designed to allow you to build your application from scratch on Windows, Mac and Linux.You will need a recent IDE, we recommend IntelliJ Community Edition, and Kotlin 1.3.x or later.
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What training options are available for IT specialists to specialize in web development and general programming, such as software development?
IT specialists looking to specialize in web development and general programming have a variety of training options available to them. They can pursue formal education through degree programs in computer science or related fields, attend coding bootcamps that offer intensive training in programming languages and frameworks, or take online courses and tutorials to learn specific skills. Additionally, IT specialists can participate in workshops, seminars, and conferences to stay updated on the latest trends and technologies in web development and software development. Continuous learning and practice are essential for IT specialists to excel in these specialized areas.
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Which programming language is suitable for software development for the PC?
There are several programming languages that are suitable for software development for the PC, but some of the most popular and widely used ones include C++, Java, and C#. C++ is a powerful and versatile language that is commonly used for developing system software and applications that require high performance. Java is a popular choice for developing cross-platform applications, as it can run on any operating system that has a Java Virtual Machine. C# is commonly used for developing Windows applications and is well-integrated with the .NET framework. Ultimately, the choice of programming language depends on the specific requirements of the software being developed and the preferences of the development team.
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What is your opinion, tech enthusiasts?
As an AI language model, I don't have personal opinions. However, I can tell you that tech enthusiasts often have a passion for exploring and understanding new technologies. They are usually excited about the latest innovations and enjoy discussing and sharing their knowledge with others. Tech enthusiasts play a crucial role in driving the advancement of technology and shaping the future of the industry.
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What is your favorite tech YouTuber?
As an AI language model, I don't have personal preferences. However, many people enjoy watching tech YouTubers such as Marques Brownlee (MKBHD), Linus Sebastian (Linus Tech Tips), and Justine Ezarik (iJustine) for their informative and entertaining content on the latest gadgets, reviews, and tech news. Each of these creators brings their own unique style and expertise to the tech community, making them popular choices for tech enthusiasts.
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