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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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Waste to Profit : Environmental Concerns and Sustainable Development
Waste to Profit: Environmental Concerns and Sustainable Development gives information about selecting the most suitable technology for waste treatment and energy recovery under different conditions.It contains techno-economic analysis, life cycle assessment, optimization of tools and technologies, including overview of various technologies involved in the treatment of wastes and factors influencing the involved processes.Finally, it explores the environmental, socioeconomic, and sustainability impact of different waste-to-energy systems. Features:Reviews energy sources and technologies from waste, their environmental interactions, and the relevant global energy policiesProvides overview of waste-to-energy technologies for a sustainable futureExplores physicochemical properties involved in the pertinent process and technologiesGives a multidisciplinary view about energy conversion and management, planning, controlling, and monitoring processesDiscusses information in transferring the technologies' industrial level and global level to meet the requirements of different countriesThis book is aimed at researchers and graduate students in environmental engineering, energy engineering, waste management, waste to energy, and bioenergy.
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Profit First
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Islamic Finance and Sustainable Development : Balancing Spirituality, Values and Profit
This book uncovers a new dimension in the study of sustainability, offering balanced development from a spiritual and cultural values perspective.The authors of this edited volume investigate the role of religion in the debate concerning the Sustainable Development Goals (SDGs) and offer an Islamic perspective to Environment, Social and Governance (ESG) issues. Applying a multidimensional approach to socio-economic development, the book contends that the Islam offers a unique perspective and framework for sustainable development that is holistic and rooted in spirituality, morality, and ethics.For example, the book explains how Islam lays emphasis on human talents development (SDG 3 and 4), which is a key element in accelerating socio-economic growth (SDG-8).It also offers a wide range of social financial tools such as Zakat, waqf that can be used to address SDG 1 (poverty), 2 (hunger), 5 (gender equality), and 10 (reducing inequality).Islamic finance offers a number of tools for long-term financing such as sukuk that can masterfully be used for building sustainable infrastructure (SDG-9).The study also reviews some Islamic principles from the Holy Qur'an that can positively SDGs. Students, scholars and researchers in the fields of Islamic Economics and Finance, sustainable development and socio-economic and environmental issues will find the book a valuable resource.
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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 net profit and gross profit?
Net profit is the total revenue of a company after deducting all expenses, including operating expenses, taxes, and interest. It represents the actual profit earned by the company. On the other hand, gross profit is the revenue remaining after deducting only the cost of goods sold (COGS) from total revenue. It does not take into account other expenses such as operating expenses, taxes, and interest. In essence, gross profit shows the profitability of a company's core business activities, while net profit provides a more comprehensive view of the company's overall financial performance.
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What is the difference between profit and profit margin, and what exactly does the profit margin indicate?
Profit is the total amount of money a company earns after deducting all expenses, including operating costs, taxes, and interest. Profit margin, on the other hand, is the percentage of revenue that represents profit. It is calculated by dividing the net profit by the total revenue and multiplying by 100. The profit margin indicates how efficiently a company is able to convert its revenue into actual profit, and it is a key measure of a company's financial health and performance. A higher profit margin indicates that a company is able to generate more profit from its sales, while a lower profit margin may indicate inefficiency or higher operating costs.
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Murder for Profit
The shocking death of a student in one of her charity's properties draws Ellie into another dark mystery. Ellie Quicke returns from Canada to find her home in chaos and her housing charity tearing itself apart.A student has fallen to his death from the top of one of the charity's properties, let through a reputable local estate agency.Accused of corruption, the agency is the victim of a vicious social media campaign. Was the student's death really an accident or something more sinister?Does someone have a grudge against the agency, or are they being set up to ensure the truth never comes out?As Ellie fights to save her charity's reputation, it seems her troubles are only just beginning . . .
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Profit and Loss
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Microsoft CSP Microsoft Viva Learning (Non-Profit Pricing) [1J1J]
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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 is the typical potential profit compared to the guaranteed profit?
The typical potential profit is usually higher than the guaranteed profit. This is because potential profit is dependent on various factors such as market conditions, demand, and competition, which can fluctuate. Guaranteed profit, on the other hand, is a fixed amount agreed upon in advance, providing a sense of security but often lower returns compared to the potential profit. Businesses often weigh the risks and rewards when deciding between pursuing potential profit or sticking with guaranteed profit.
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How do I calculate the profit range of a profit function?
To calculate the profit range of a profit function, you would first need to determine the revenue function and the cost function. Once you have these two functions, you can subtract the cost function from the revenue function to obtain the profit function. Then, you can analyze the profit function to find the range of values for which it is positive, indicating a profit. This range represents the profit range of the profit function.
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What is Rewe's profit?
Rewe's profit is the financial gain that the company makes after deducting all expenses from its total revenue. The exact amount of Rewe's profit can vary from year to year depending on various factors such as sales performance, operating costs, and market conditions. It is an important indicator of the company's financial health and success in generating income.
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