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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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Channels
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16 Channels Logic Analyzer USB 2.0 Interface 100MHz Sampling Rate Supports PC Software for Timing 16 Channels grey
Logic analyzer is an instrument that collects and displays the digital signal from the system under test. It's mainly used for timing judgment and analysis. Unlike the oscilloscope with many voltage grades, it has only two grades (Logic 1 and Logic 0 ) but can provide better accuracy, much more data and more complicated measuring methods. Features: The kit includes a logic analyzer with 20P cable, 9P cable, 2P cable, 20 connectors, a 1.5m USB 2.0 cable, a software CD and an user manual. The input voltage range is -50V to +50V, with adjustable threshold of -4V to +4V. Compatible with various level standards: 5V TTL, 5V/ 3.3V/ 3.0V/ 2.5V/ 1.8V/ 1.5V/ 1.2V/ 0.9V CMOS and etc.. USB 2.0 data transmission, real-time upload of sampling data to the computer, the higher the sampling rate, the less the channel number. The sampled data can be exported to the format of txt, csv, bin, etc., the decoding data display supports the format of Binary, Decimal, Hexadecimal, ASCII, ASCII & Hexadecimal. Multiple measuring functions in the computer software; linkage between waveform window and analysis result window for convenient data checking and analysis. Exquisite plastic casing, sturdy and durable, compact size and lightweight, easy to carry. Note: 1. The logic analyzer and the computer have the common GND. It it's connected to not isolated inverter equipment, frequency-changing equipment or 220V/ 380V direct power supply equipment, the logic analyzer or even the computer may be destroyed! 2. Size and color may be slightly different due to manual measurement and different light conditions. Thank you for understanding. Specifications: Color: Grey Material: ABS Sampling Rate & Numbers of Channel: 100MHz, 3 Channels 50MHz, 6 Channels 32MHz, 9 Channels 16MHz, 16 Channels Measurement Bandwidth: 20MHz Min. Detectable Pulse Width: 20ns Max. Compression Depth: 10GSa Sampled Data Format: txt, csv, bin Decoding Data Display Format: Binary, Decimal, Hexadecimal, ASCII, ASCII & Hexadecimal Input Voltage Range: -50~50V Input Impedance: 220KΩ, 12pF Adjustable Threshold Voltage: -4~4V PWM Output: x 2 USB Interface: USB 2.0 Standby Current: 100mA Max. Active Current: 200mA Item Size: 95 * 55 * 23mm / 3.74 * 2.17 * 0.91in Package Size: 25.5 * 19.5 * 5.5cm / 10.04 * 7.68 * 2.17in Package Weight: 403g / 14.20oz Package List: 1 * Logic Analyzer with 20P Cable 1 * 9P Cable 1 * 2P Cable 20 * Connector 1 * USB 2.0 Cable (1.5m) 1 * Software CD 1 * User Manual (English)
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16 Channels Logic Analyzer USB 2.0 Interface 100MHz Sampling Rate Supports PC Software for Timing 16 Channels grey
Logic analyzer is an instrument that collects and displays the digital signal from the system under test. It's mainly used for timing judgment and analysis. Unlike the oscilloscope with many voltage grades, it has only two grades (Logic 1 and Logic 0 ) but can provide better accuracy, much more data and more complicated measuring methods. Features: The kit includes a logic analyzer with 20P cable, 9P cable, 2P cable, 20 connectors, a 1.5m USB 2.0 cable, a software CD and an user manual. The input voltage range is -50V to +50V, with adjustable threshold of -4V to +4V. Compatible with various level standards: 5V TTL, 5V/ 3.3V/ 3.0V/ 2.5V/ 1.8V/ 1.5V/ 1.2V/ 0.9V CMOS and etc.. USB 2.0 data transmission, real-time upload of sampling data to the computer, the higher the sampling rate, the less the channel number. The sampled data can be exported to the format of txt, csv, bin, etc., the decoding data display supports the format of Binary, Decimal, Hexadecimal, ASCII, ASCII & Hexadecimal. Multiple measuring functions in the computer software; linkage between waveform window and analysis result window for convenient data checking and analysis. Exquisite plastic casing, sturdy and durable, compact size and lightweight, easy to carry. Note: 1. The logic analyzer and the computer have the common GND. It it's connected to not isolated inverter equipment, frequency-changing equipment or 220V/ 380V direct power supply equipment, the logic analyzer or even the computer may be destroyed! 2. Size and color may be slightly different due to manual measurement and different light conditions. Thank you for understanding. Specifications: Color: Grey Material: ABS Sampling Rate & Numbers of Channel: 100MHz, 3 Channels 50MHz, 6 Channels 32MHz, 9 Channels 16MHz, 16 Channels Measurement Bandwidth: 20MHz Min. Detectable Pulse Width: 20ns Max. Compression Depth: 10GSa Sampled Data Format: txt, csv, bin Decoding Data Display Format: Binary, Decimal, Hexadecimal, ASCII, ASCII & Hexadecimal Input Voltage Range: -50~50V Input Impedance: 220KΩ, 12pF Adjustable Threshold Voltage: -4~4V PWM Output: x 2 USB Interface: USB 2.0 Standby Current: 100mA Max. Active Current: 200mA Item Size: 95 * 55 * 23mm / 3.74 * 2.17 * 0.91in Package Size: 25.5 * 19.5 * 5.5cm / 10.04 * 7.68 * 2.17in Package Weight: 403g / 14.20oz Package List: 1 * Logic Analyzer with 20P Cable 1 * 9P Cable 1 * 2P Cable 20 * Connector 1 * USB 2.0 Cable (1.5m) 1 * Software CD 1 * User Manual (English)
Price: 101.0 € | Shipping*: 0.0 €
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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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Which YouTube channels are suitable for learning German?
There are several YouTube channels that are suitable for learning German, such as "Easy German" which features street interviews and conversations in German with English subtitles for learners. "Deutsch für Euch" is another popular channel that covers grammar, vocabulary, and cultural topics in German. "Learn German with Anja" is a channel that offers lessons for beginners to advanced learners, focusing on grammar, pronunciation, and vocabulary. These channels provide a variety of content to help learners improve their German language skills.
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Which YouTube channels are there for learning English?
There are several YouTube channels dedicated to learning English, such as "EnglishClass101" which offers lessons for beginners to advanced learners, "Rachel's English" which focuses on pronunciation and accent reduction, "BBC Learning English" which provides a wide range of videos on grammar, vocabulary, and pronunciation, and "EngVid" which features lessons on various English language topics taught by different instructors. These channels offer a variety of content to help learners improve their English language skills.
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16 Channels Logic Analyzer USB 2.0 Interface 100MHz Sampling Rate Supports PC Software for Timing 16 Channels grey
Logic analyzer is an instrument that collects and displays the digital signal from the system under test. It's mainly used for timing judgment and analysis. Unlike the oscilloscope with many voltage grades, it has only two grades (Logic 1 and Logic 0 ) but can provide better accuracy, much more data and more complicated measuring methods. Features: The kit includes a logic analyzer with 20P cable, 9P cable, 2P cable, 20 connectors, a 1.5m USB 2.0 cable, a software CD and an user manual. The input voltage range is -50V to +50V, with adjustable threshold of -4V to +4V. Compatible with various level standards: 5V TTL, 5V/ 3.3V/ 3.0V/ 2.5V/ 1.8V/ 1.5V/ 1.2V/ 0.9V CMOS and etc.. USB 2.0 data transmission, real-time upload of sampling data to the computer, the higher the sampling rate, the less the channel number. The sampled data can be exported to the format of txt, csv, bin, etc., the decoding data display supports the format of Binary, Decimal, Hexadecimal, ASCII, ASCII & Hexadecimal. Multiple measuring functions in the computer software; linkage between waveform window and analysis result window for convenient data checking and analysis. Exquisite plastic casing, sturdy and durable, compact size and lightweight, easy to carry. Note: 1. The logic analyzer and the computer have the common GND. It it's connected to not isolated inverter equipment, frequency-changing equipment or 220V/ 380V direct power supply equipment, the logic analyzer or even the computer may be destroyed! 2. Size and color may be slightly different due to manual measurement and different light conditions. Thank you for understanding. Specifications: Color: Grey Material: ABS Sampling Rate & Numbers of Channel: 100MHz, 3 Channels 50MHz, 6 Channels 32MHz, 9 Channels 16MHz, 16 Channels Measurement Bandwidth: 20MHz Min. Detectable Pulse Width: 20ns Max. Compression Depth: 10GSa Sampled Data Format: txt, csv, bin Decoding Data Display Format: Binary, Decimal, Hexadecimal, ASCII, ASCII & Hexadecimal Input Voltage Range: -50~50V Input Impedance: 220KΩ, 12pF Adjustable Threshold Voltage: -4~4V PWM Output: x 2 USB Interface: USB 2.0 Standby Current: 100mA Max. Active Current: 200mA Item Size: 95 * 55 * 23mm / 3.74 * 2.17 * 0.91in Package Size: 25.5 * 19.5 * 5.5cm / 10.04 * 7.68 * 2.17in Package Weight: 403g / 14.20oz Package List: 1 * Logic Analyzer with 20P Cable 1 * 9P Cable 1 * 2P Cable 20 * Connector 1 * USB 2.0 Cable (1.5m) 1 * Software CD 1 * User Manual (English)
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The Channels of Acupuncture : The Channels of Acupuncture
One of the most highly-regarded and respected authors and lecturers in the West, Giovanni Maciocia, illuminates and examines the art of traditional Chinese acupuncture with this in-depth look at the secondary channels and other key structures encompassing the human body in Chinese anatomy. This book describes in detail the pathways, pathology, diagnosis, and treatment of the Luo, Muscle, and Divergent secondary channels, as well as other key structures such as the Cou Li and Huang membranes, and gives a thorough, clear overview of subjects poorly understood and incompletely covered in other English language texts.Over one third of the book is dedicated to the Eight Extraordinary Channels, providing the reader with the most in-depth information available in the English language.Drawing on his broad clinical experience, the author covers the energetic physiology, pathology and points by body area, providing ease of access for both the student and practitioner of acupuncture. The Channels of Acupuncture presents comprehensive and clear information on an essential part of traditional Chinese medicine. Covers key channels not thoroughly discussed in other texts, giving all students and practitioners detailed and clear material to guide them in their practice of acupuncture. Offers new information and insight on other key body structures in Chinese medicine including extraordinary vessels as well as the Cou Li and Huang membranes. Clear illustrations depict the exact channel pathways, diminishing any confusion about their location. Case histories and research from Giovanni Maciocia present a wide range of experiences and examples of clinical practice and study.
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Learning, Training, and Development in Organizations
This scholarly book in SIOP’s Organizational Frontier series looks at research on enhancing knowledge acquisition and its application in organizations.It concentrates on training, design and delivery given the changing nature of work and organizations.Now that work is increasingly complex, there is greater emphasis on expertise and cognitive skills.Advances in technology such as computer simulations and web-based training are necessitating a more active role for the learner in the training process.In the broad context of the organization systems, this book promotes learning and development as a continuous lifelong endeavor.
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Effective Software Development for the Enterprise : Beyond Domain Driven Design, Software Architecture, and Extreme Programming
It’s a jungle out there. Delivering software solutions with predictable costs, time, scope, and quality has become more complicated than ever.Developers need to account for multiple moving targets, including often avoided but always relevant factors such as culture, people, and leadership.To effectively deal with these challenges, it’s necessary to rethink the entire delivery chain of modern software development.This book addresses all these topics, putting everything in perspective, from the potential awkwardness created by cultural differences to connecting code with business outcomes to make delivering quality solutions possible.As a software engineer who strives to be his best and challenge the status quo when building IT systems, author Tengiz Tutisani always wanted a book that would cover all of these elements from a developer’s perspective — so he wrote one.Effective Software Development for the Enterprise builds on advanced disciplines, methodologies, and techniques derived from domain-driven design, software architecture, and extreme programming.Its objective is to aid modern software engineers and solution architects in building and delivering high-quality solutions for an enterprise while meeting ambitious criteria:Meet users' expectationsDeliver solutions on time with no defectsCreate products that can scale-out horizontallySolutions should not require a dedicated production support teamAccelerate development paceDouble ROI per developer, team, and softwareYou will learn how to achieve these objectives in any engineering environment by developing solid strategies based on the industry's well-known, recognized, and proven patterns and principles.After reading this book, you will be ready to effectively deal with any and all challenges posed by today’s hyper-competitive, globally-diverse, fast-moving enterprise environment. Who This Book Is ForProfessional software engineers and solution architects, as well as those aspiring to become one.Additionally, software engineering leaders will benefit from reading it, as it will help them maximize their impact via successful software project deliveries.
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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 are some good YouTube channels for learning Korean?
Some good YouTube channels for learning Korean include Talk To Me In Korean, which offers a wide range of lessons for learners of all levels; KoreanClass101, which provides structured lessons and resources for beginners to advanced learners; and Go! Billy Korean, which focuses on practical language usage and cultural insights. Additionally, Korean Unnie offers fun and engaging content for learners looking to improve their conversational skills, while Motivate Korean provides helpful tips and strategies for language learning.
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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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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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