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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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Timing Resistance Training : Programming the Muscle Clock for Optimal Performance
Sport scientists have known since periodization training first emerged that timing is critical to achieving peak athletic performance.Timing Resistance Training for Peak Performance goes beyond this to guide you through the premise of muscle clocks and the manipulation of those clocks to control and improve muscle performance. Not just another periodization book, this essential text teaches you how to manipulate these muscle clocks so you can train and perform at your best every day.The text teaches you how to view muscles as systems that can be trained to “think” by delivering timing cues that tell them when to activate key actions that influence the entire body. Following this, the text shows you how to cue those internal clocks with purposeful training methods like biomechanical pairing of exercises, complex training and concurrent training.The books also discusses rest as an integral training variable and the concept of undertraining. The final chapters offer tools for you to create your own training programmes for strength, power and flexibility.As well as, sample single-session workouts, weekly workouts and long-term programming routines. With Timing Resistance for Peak Performance, you can become more purposeful in planning and utilizing strategic timing to get the most out of muscle clocks to achieve optimal performance.
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Resistance Training mug.
There a people who love the gym and are amazing at it and then there are the other 99% of the population. But if refusing to go to the gym does count as resistance training we may all be on to something here...
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Resistance Weight Training Bands
Stay happy and healthy with the Resistance Weight Training Bands Helps to improve your power, speed and strength Able to bear up to 1.5 tons of weight Material: webbing, buckle and safety buckle Colour: black See images for dimensions Save a huge 50% on these Resistance Weight Training Bands - just 9.99 pounds
Price: 9.99 £ | Shipping*: £
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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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Why is overcoming the resistance to learning so difficult?
Overcoming resistance to learning can be difficult because it often involves challenging existing beliefs, habits, and comfort zones. People may be hesitant to learn something new if it requires them to admit they don't know something or if it threatens their sense of competence. Additionally, fear of failure or change can also contribute to resistance to learning. Overcoming these barriers requires patience, encouragement, and creating a supportive environment that fosters a growth mindset.
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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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Strength Training With resistance Bands
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Reebok Training Resistance Tube - Light
The Light Reebok Resistance Tube can be used to easily target all muscle groups. Its soft grip handles provide comfort for safe and effective training. There are many different exercises that can be performed with the resistance band to hit both the upper and lower body. The tube can be stored and transported easily making it ideal for use at home or at the gym. The Reebok resistance tube is also available in medium and heavy (sold separately).
Price: 9.99 £ | Shipping*: 0 £ -
Reebok Training Resistance Band - Medium
The Medium Reebok Resistance Tube can be used to easily target all muscle groups. It's soft grip handles provide comfort for safe and effective training. There are many different exercises that can be performed with the resistance band to hit both the upper and lower body. The tube can be stored and transported easily making it ideal for use at home or at the gym.
Price: 11.99 £ | Shipping*: 0 £ -
Reebok Training Resistance Tube - Heavy
The Heavy Reebok Resistance Tube is designed to target and strengthen any muscle group simply and effectively. It is the heaviest of the Reebok resistance tube range so is ideal for those looking to increase strength and improve muscle tone. This resistance band can be used anywhere and is stored easily making it suitable for use at home or on the go. The Reebok resistance tube is also available in light and medium (sold separately).
Price: 13.99 £ | Shipping*: 0 £
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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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What is the difference between resistance and specific resistance?
Resistance is the opposition to the flow of electric current in a material, measured in ohms. It is a property of the material itself. Specific resistance, also known as resistivity, is a material property that quantifies how strongly a material opposes the flow of electric current. It is a characteristic of the material's composition and is used to calculate the resistance of a specific shape and size of material.
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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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