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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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DeWalt DCR020 XR DAB Job Site Workshop Radio
The DeWalt DCR020 XR doesn't just play music; it's a job site workhorse. Its robust construction can withstand tough environments, from construction sites to workshops. The sturdy roll cage ensures durability, even in demanding conditions. Equipped with a powerful XR battery system, you can count on this radio to keep the tunes playing all day long. It's compatible with DeWalt 10.8v, 14.4v, and 18v XR Li-Ion batteries, ensuring you never run out of power when you need it most. With its Digital Audio Broadcasting (DAB) technology, you'll enjoy crystal-clear radio reception and a wide range of stations to keep you entertained during long hours on the job. The integrated USB port allows you to charge your mobile devices on the go, ensuring your smartphone or tablet is always ready for use. Plus, its compact size and ergonomic handle make it easy to transport from site to site. Features & Benefits • Compact and robust DAB(+)/FM jobsite radio • Accepts 10.8V, 14.4V and 18V XR Li-Ion batteries • Tech Box on-board storage protects portable audio devices • 3.5mm auxiliary port and USB charging port inside Tech Box (USB charging AC only) • Integral roll cage provides impact resistance for maximum durability • 1.8m power cord with wrap-around cord storage Specifications • Voltage: 10.8/14.4/18v • Radio Power Source: AC/DC • Radio Frequencies: DAB(+)/FM • Length: 240 mm • Height: 245 mm • Weight: 2.8 kg
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BOB a job is a job is a job
Pigeons again? You can never have too many. Pigeons have advanced the course of science and civilization and have saved thousands of lives. Yet today, they are reviled as rats with wings. Braving this adversity, Bob puts on a suit, and hops feet first into the gig economy — a system “as free as a bird. ”By happily disregarding all the ground rules, Amalia Ulman has created her own original world —sophisticated one moment and whimsical the next, sweet and then satirical.With an irresistible blend of biting humor and affectionate observation, this is a perfect gift book for pigeon lovers everywhere.
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The NIV Application Commentary helps you communicate and apply biblical text effectively in today's context. To bring the ancient messages of the Bible into today's world, each passage is treated in three sections:Original Meaning.Concise exegesis to help readers understand the original meaning of the biblical text in its historical, literary, and cultural context. Bridging Contexts. A bridge between the world of the Bible and the world of today, built by discerning what is timeless in the timely pages of the Bible. Contemporary Significance. This section identifies comparable situations to those faced in the Bible and explores relevant application of the biblical messages.The author alerts the readers of problems they may encounter when seeking to apply the passage and helps them think through the issues involved. This unique, award-winning commentary is the ideal resource for today's preachers, teachers, and serious students of the Bible, giving them the tools, ideas, and insights they need to communicate God's Word with the same powerful impact it had when it was first written.
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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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DeWalt DCR020 XR DAB Job Site Workshop Radio
The DeWalt DCR020 XR doesn't just play music; it's a job site workhorse. Its robust construction can withstand tough environments, from construction sites to workshops. The sturdy roll cage ensures durability, even in demanding conditions. Equipped with a powerful XR battery system, you can count on this radio to keep the tunes playing all day long. It's compatible with DeWalt 10.8v, 14.4v, and 18v XR Li-Ion batteries, ensuring you never run out of power when you need it most. With its Digital Audio Broadcasting (DAB) technology, you'll enjoy crystal-clear radio reception and a wide range of stations to keep you entertained during long hours on the job. The integrated USB port allows you to charge your mobile devices on the go, ensuring your smartphone or tablet is always ready for use. Plus, its compact size and ergonomic handle make it easy to transport from site to site. Features & Benefits • Compact and robust DAB(+)/FM jobsite radio • Accepts 10.8V, 14.4V and 18V XR Li-Ion batteries • Tech Box on-board storage protects portable audio devices • 3.5mm auxiliary port and USB charging port inside Tech Box (USB charging AC only) • Integral roll cage provides impact resistance for maximum durability • 1.8m power cord with wrap-around cord storage Specifications • Voltage: 10.8/14.4/18v • Radio Power Source: AC/DC • Radio Frequencies: DAB(+)/FM • Length: 240 mm • Height: 245 mm • Weight: 2.8 kg
Price: 149.95 € | Shipping*: 4.95 € -
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These helpful guides in the Cover to Cover series are ideal for group and individual study.Experience the reality of Bible events like never before and live through the inspiring lives of key characters in Scripture.Learn how to apply God's Word to your life as you explore seven compelling sessions and gain a new depth in your Bible knowledge.Finding God's wisdom in the midst of sufferingDeath, destruction, disease... the book of Job isn't the easiest read. A man who leads an upright life, suddenly plunged into the depths of despair, does not sit well with us.But there is more to the story than that, and precious wisdom can be found.By reflecting on the advice offered by Job's 'comforters', we are invited to address our own understanding of seemingly random suffering.Job's story ultimately points to the wisdom of God, which we can find in Jesus Christ, our hope. These seven insightful sessions help us to realise that:Our life circumstances are not an indication of God's judgment of us. Intellectual arguments are often unhelpful to those facing struggles; but friendship, compassion and an encounter with God are invaluable. The wisdom of God, personified in Jesus, is our source of strength and direction through any trials we face. Icebreakers, Bible readings, eye openers, discussion starters, personal application make this a rich resource for group or individual study.
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This is a crucial study for those asking God 'Why?' Job's persistence in seeking an answer from God as to why he was suffering has many lessons to teach us.These 12 studies will help anyone who is wrestling with God.This revised title features questions for starting group discussions and for meeting God in personal reflection, as well as a 'now or later' section in each study.
Price: 6.99 £ | Shipping*: 3.99 £
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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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What are the job prospects after training as a software tester?
Job prospects for software testers are generally positive as the demand for skilled professionals in this field continues to grow. With the increasing reliance on technology and software in various industries, there is a consistent need for software testers to ensure the quality and functionality of software products. Additionally, as companies strive to deliver high-quality products to their customers, the role of software testers becomes crucial in the development process. Overall, training as a software tester can lead to a variety of job opportunities in different industries, offering stability and potential for career growth.
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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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Is programming not a long-term job?
Programming can be a long-term job for many people. The demand for skilled programmers continues to grow as technology becomes more integrated into various industries. Additionally, the field of programming is constantly evolving, offering opportunities for continuous learning and career growth. Many programmers find long-term job satisfaction in the field by specializing in different areas, taking on leadership roles, or transitioning into related fields such as software development or project management. Overall, programming can provide a stable and fulfilling long-term career for those who are passionate about technology and innovation.
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