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Tag: Creating

  • Deep Learning for Finance: Creating Machine & Deep Learning Models for Trading in Python

    Deep Learning for Finance: Creating Machine & Deep Learning Models for Trading in Python


    Price: $69.99 – $34.20
    (as of Nov 25,2024 16:54:35 UTC – Details)


    From the brand

    oreillyoreilly

    Explore finance resources

    OreillyOreilly

    Sharing the knowledge of experts

    O’Reilly’s mission is to change the world by sharing the knowledge of innovators. For over 40 years, we’ve inspired companies and individuals to do new things (and do them better) by providing the skills and understanding that are necessary for success.

    Our customers are hungry to build the innovations that propel the world forward. And we help them do just that.

    Publisher ‏ : ‎ O’Reilly Media; 1st edition (February 13, 2024)
    Language ‏ : ‎ English
    Paperback ‏ : ‎ 359 pages
    ISBN-10 ‏ : ‎ 1098148398
    ISBN-13 ‏ : ‎ 978-1098148393
    Item Weight ‏ : ‎ 1.27 pounds
    Dimensions ‏ : ‎ 7 x 0.75 x 9.19 inches


    Deep learning has revolutionized the field of finance by enabling traders to develop complex models that can analyze vast amounts of data and make more accurate predictions. In this post, we will explore how to create machine and deep learning models for trading in Python.

    First, we will discuss the importance of deep learning in finance and how it can be used to analyze market trends, predict stock prices, and optimize trading strategies. We will then walk through the process of building a machine learning model using popular Python libraries such as NumPy, Pandas, and Scikit-learn.

    Next, we will delve into the world of deep learning and explore how to build a neural network for trading using TensorFlow and Keras. We will cover topics such as data preprocessing, model training, and evaluating model performance.

    Finally, we will discuss advanced techniques for enhancing the performance of our models, such as hyperparameter tuning, ensemble learning, and reinforcement learning.

    By the end of this post, you will have a solid understanding of how to leverage machine and deep learning techniques to create powerful trading models in Python. Whether you are a seasoned trader looking to enhance your strategies or a newcomer interested in the intersection of finance and technology, this post will provide you with the tools and knowledge to succeed in the world of algorithmic trading.
    #Deep #Learning #Finance #Creating #Machine #Deep #Learning #Models #Trading #Python

  • The Business of Design: Balancing Creativity and Profitability (business and career guide to creating a successful design firm)

    The Business of Design: Balancing Creativity and Profitability (business and career guide to creating a successful design firm)


    Price: $49.00
    (as of Nov 25,2024 14:13:20 UTC – Details)




    Publisher ‏ : ‎ Princeton Architectural Press; First Edition (August 24, 2011)
    Language ‏ : ‎ English
    Hardcover ‏ : ‎ 208 pages
    ISBN-10 ‏ : ‎ 1616890185
    ISBN-13 ‏ : ‎ 978-1616890186
    Grade level ‏ : ‎ Preschool and up
    Item Weight ‏ : ‎ 1.98 pounds
    Dimensions ‏ : ‎ 8.25 x 1 x 10 inches

    Customers say

    Customers find the book very informative, interesting, and complete. They describe it as a nice read from cover to cover and the right book for every architect and interior designer. Readers also appreciate the easy-to-understand, concise, and follow format. Additionally, they mention the book is designed with designers in mind, so it looks and feels nice.

    AI-generated from the text of customer reviews


    In the world of design, creativity is key. But when it comes to running a successful design firm, creativity alone isn’t enough. Balancing creativity with profitability is essential for long-term success in the industry.

    In this post, we’ll explore the business side of design and provide tips for creating a thriving design firm that is both creatively fulfilling and financially sustainable.

    1. Define your niche: One of the first steps in creating a successful design firm is defining your niche. What type of design do you specialize in? Who is your target audience? By honing in on a specific niche, you can differentiate yourself from competitors and attract clients who are looking for your unique expertise.

    2. Set clear goals: To achieve success in the design industry, it’s important to set clear, measurable goals for your firm. Whether it’s increasing revenue, expanding your client base, or launching a new service offering, having specific goals in mind will help guide your business decisions and keep you on track for success.

    3. Create a strong brand: Your design firm’s brand is a reflection of your creativity and professionalism. Invest time and resources into creating a strong brand identity that resonates with your target audience. This includes developing a visually appealing logo, website, and marketing materials that showcase your design aesthetic.

    4. Focus on client relationships: Building strong relationships with clients is essential for long-term success in the design industry. Take the time to understand your clients’ needs and preferences, and communicate openly and transparently throughout the design process. By delivering exceptional customer service, you’ll not only build trust with clients but also generate repeat business and referrals.

    5. Manage your finances: As a business owner, it’s important to have a solid grasp of your firm’s finances. Keep track of your expenses, revenue, and profit margins, and set a budget to ensure that you’re operating within your means. Consider hiring a financial advisor or accountant to help you manage your finances and make sound business decisions.

    By balancing creativity with profitability, you can create a successful design firm that not only fulfills your creative aspirations but also generates a sustainable income. With a clear focus on defining your niche, setting goals, building a strong brand, nurturing client relationships, and managing your finances, you’ll be well on your way to building a thriving design business.
    #Business #Design #Balancing #Creativity #Profitability #business #career #guide #creating #successful #design #firm

  • Practical Cybersecurity Architecture – Second Edition: A guide to creating and implementing robust designs for cybersecurity architects

    Practical Cybersecurity Architecture – Second Edition: A guide to creating and implementing robust designs for cybersecurity architects


    Price: $49.99 – $35.56
    (as of Nov 25,2024 12:33:20 UTC – Details)




    Publisher ‏ : ‎ Packt Publishing; 2nd ed. edition (November 10, 2023)
    Language ‏ : ‎ English
    Paperback ‏ : ‎ 388 pages
    ISBN-10 ‏ : ‎ 1837637164
    ISBN-13 ‏ : ‎ 978-1837637164
    Item Weight ‏ : ‎ 1.5 pounds
    Dimensions ‏ : ‎ 0.81 x 9.25 x 7.5 inches


    Practical Cybersecurity Architecture – Second Edition: A guide to creating and implementing robust designs for cybersecurity architects

    In today’s digital age, cybersecurity is more important than ever. With the increasing number of cyber threats and attacks, it is crucial for organizations to have a strong cybersecurity architecture in place to protect their data and systems.

    The second edition of Practical Cybersecurity Architecture is a comprehensive guide that provides cybersecurity architects with the knowledge and tools they need to create and implement robust designs. This book covers key concepts such as risk management, threat modeling, security controls, and incident response.

    Whether you are a seasoned cybersecurity professional or just starting out in the field, this book will help you develop the skills and knowledge needed to design and implement effective cybersecurity architectures. With practical advice, real-world examples, and hands-on exercises, this book is a valuable resource for anyone looking to enhance their cybersecurity skills.

    If you are serious about cybersecurity and want to stay ahead of the curve, Practical Cybersecurity Architecture – Second Edition is a must-read. Get your copy today and start building secure and resilient architectures for your organization.
    #Practical #Cybersecurity #Architecture #Edition #guide #creating #implementing #robust #designs #cybersecurity #architects

  • Creating a Culture of Reflective Practice: Building Capacity for Schoolwide Success

    Creating a Culture of Reflective Practice: Building Capacity for Schoolwide Success


    Price: $34.95 – $27.29
    (as of Nov 25,2024 08:49:14 UTC – Details)




    Publisher ‏ : ‎ ASCD; 1st edition (August 29, 2017)
    Language ‏ : ‎ English
    Paperback ‏ : ‎ 300 pages
    ISBN-10 ‏ : ‎ 1416624449
    ISBN-13 ‏ : ‎ 978-1416624448
    Item Weight ‏ : ‎ 15.2 ounces
    Dimensions ‏ : ‎ 7 x 0.81 x 9 inches


    Creating a culture of reflective practice is essential for building capacity for schoolwide success. Reflective practice involves regularly examining and assessing one’s own teaching practices, strategies, and outcomes in order to improve and grow as an educator. When teachers engage in reflective practice, they are able to identify areas for improvement, set goals for themselves and their students, and implement effective instructional strategies.

    One way to foster a culture of reflective practice in a school is to provide teachers with opportunities for professional development and support. This could include regular coaching and feedback sessions, workshops on best practices in teaching and learning, and opportunities for collaboration and sharing of ideas with colleagues. By investing in the professional growth of teachers, schools can create a community of educators who are committed to continuous improvement and excellence.

    Another key aspect of creating a culture of reflective practice is to encourage a growth mindset among teachers and students. A growth mindset emphasizes the belief that abilities and intelligence can be developed through effort and perseverance. By promoting a growth mindset, schools can help teachers and students see challenges as opportunities for learning and growth, rather than obstacles to be avoided.

    Ultimately, a culture of reflective practice requires a commitment from all stakeholders in the school community – teachers, administrators, students, and parents. By working together to foster a culture of reflection, schools can build capacity for success and create a learning environment where everyone can thrive.
    #Creating #Culture #Reflective #Practice #Building #Capacity #Schoolwide #Success

  • Cisco’s IoT Ecosystem: Creating a Smarter and More Connected World

    Cisco’s IoT Ecosystem: Creating a Smarter and More Connected World


    In today’s rapidly advancing technological landscape, the Internet of Things (IoT) has become a significant driver of innovation and efficiency across a wide range of industries. Cisco, a global leader in networking and communications technology, has been at the forefront of developing a robust IoT ecosystem that is creating a smarter and more connected world.

    Cisco’s IoT ecosystem is designed to enable organizations to connect and manage a vast array of devices and sensors, collect and analyze data, and ultimately drive smarter decision-making and improved outcomes. By leveraging Cisco’s networking expertise and advanced technologies, organizations can harness the power of IoT to transform their operations and deliver innovative services to customers.

    One key aspect of Cisco’s IoT ecosystem is its secure connectivity solutions, which provide organizations with the ability to connect and manage a wide range of devices and sensors securely and reliably. Cisco’s networking infrastructure, including routers, switches, and wireless access points, is designed to support the unique requirements of IoT deployments, such as low latency, high bandwidth, and seamless connectivity.

    In addition to connectivity solutions, Cisco offers a range of IoT platforms and applications that enable organizations to collect, analyze, and act on data generated by IoT devices. These platforms provide organizations with the tools they need to monitor and manage their IoT deployments, optimize performance, and drive innovation.

    Cisco’s IoT ecosystem also includes a rich ecosystem of partners, developers, and solution providers who are leveraging Cisco’s technologies to create innovative IoT solutions across a wide range of industries. By collaborating with these partners, Cisco is able to deliver comprehensive IoT solutions that address the specific needs of different industries and use cases.

    One example of Cisco’s success in the IoT space is its work with smart cities around the world. By leveraging Cisco’s networking expertise and IoT technologies, cities are able to improve public safety, enhance transportation systems, optimize energy usage, and deliver better services to citizens. Cisco’s IoT solutions are helping cities to become more efficient, sustainable, and livable, creating a better quality of life for residents.

    In conclusion, Cisco’s IoT ecosystem is playing a crucial role in creating a smarter and more connected world. By enabling organizations to connect and manage devices, collect and analyze data, and drive innovation, Cisco is helping to unlock the full potential of IoT and drive positive change across industries. As the IoT continues to evolve and grow, Cisco will continue to lead the way in developing innovative solutions that empower organizations to harness the power of IoT and create a more connected and intelligent world.

  • A Guide to Creating an Effective Proactive Maintenance Plan

    A Guide to Creating an Effective Proactive Maintenance Plan


    Proactive maintenance is essential for ensuring that equipment and machinery are running smoothly and efficiently. By identifying and addressing potential issues before they become major problems, companies can save time, money, and resources. Developing a proactive maintenance plan is crucial for any organization looking to maximize the lifespan of their equipment and minimize downtime. In this article, we will provide a guide to creating an effective proactive maintenance plan.

    1. Assess your equipment: The first step in creating a proactive maintenance plan is to assess the equipment and machinery that needs maintenance. Take inventory of all the equipment in your facility and identify any potential issues or areas of concern. This will help you prioritize which equipment needs the most attention and create a schedule for maintenance tasks.

    2. Establish maintenance goals: Once you have assessed your equipment, it’s important to establish clear maintenance goals. Determine what you want to achieve through your proactive maintenance plan, whether it’s reducing downtime, improving efficiency, or extending the lifespan of your equipment. By setting specific goals, you can create a plan that is tailored to the needs of your organization.

    3. Create a maintenance schedule: Next, create a maintenance schedule that outlines when each piece of equipment will be serviced. This schedule should include regular inspections, preventive maintenance tasks, and any other necessary maintenance activities. Be sure to take into account the manufacturer’s recommendations for maintenance intervals and follow best practices for each piece of equipment.

    4. Implement a preventive maintenance program: In addition to regular inspections and maintenance tasks, it’s important to implement a preventive maintenance program. This program should include tasks such as lubrication, cleaning, and calibration to prevent potential issues from arising. By proactively addressing maintenance needs, you can reduce the risk of unexpected breakdowns and costly repairs.

    5. Utilize technology: Technology can be a valuable tool in creating an effective proactive maintenance plan. Consider using a computerized maintenance management system (CMMS) to track maintenance tasks, schedule inspections, and monitor equipment performance. CMMS software can help streamline maintenance processes, improve communication, and provide valuable data for decision-making.

    6. Train your maintenance team: Finally, it’s important to train your maintenance team on the proactive maintenance plan and ensure that they have the necessary skills and knowledge to carry out maintenance tasks effectively. Provide ongoing training and support to help your team stay up-to-date on best practices and industry standards.

    In conclusion, creating an effective proactive maintenance plan is crucial for maximizing the lifespan of equipment and minimizing downtime. By assessing your equipment, establishing maintenance goals, creating a maintenance schedule, implementing a preventive maintenance program, utilizing technology, and training your maintenance team, you can develop a proactive maintenance plan that is tailored to the needs of your organization. With a proactive approach to maintenance, you can save time, money, and resources while ensuring that your equipment is running smoothly and efficiently.

  • Best Practices for Creating Accessible Interfaces

    Best Practices for Creating Accessible Interfaces


    Creating accessible interfaces is essential for ensuring that all users, regardless of their abilities, can easily navigate and interact with your website or application. By following best practices for accessibility, you can provide a better user experience for everyone and comply with accessibility standards.

    Here are some best practices for creating accessible interfaces:

    1. Use semantic HTML: Use HTML elements that accurately describe the content and structure of your interface. This helps screen readers and other assistive technologies properly interpret and navigate your content.

    2. Provide alternative text for images: Ensure that all images on your interface have descriptive alternative text that conveys the meaning or purpose of the image to users who are visually impaired.

    3. Use accessible color contrast: Make sure that text and graphics have sufficient color contrast to be easily readable for users with low vision or color blindness. Use tools like the WebAIM Color Contrast Checker to ensure your color choices meet accessibility standards.

    4. Use responsive design: Design your interface to be responsive and adaptable to different screen sizes and devices. This ensures that users can access your content easily on a variety of devices, including smartphones and tablets.

    5. Provide keyboard navigation: Ensure that all interactive elements on your interface can be navigated and activated using a keyboard. This is essential for users who cannot use a mouse or touch screen.

    6. Use ARIA roles and attributes: Use ARIA (Accessible Rich Internet Applications) roles and attributes to enhance the accessibility of your interface. ARIA can help assistive technologies understand the purpose and behavior of interactive elements on your interface.

    7. Test for accessibility: Regularly test your interface for accessibility using tools like the WAVE Web Accessibility Evaluation Tool or screen readers like NVDA or VoiceOver. Conduct usability testing with users who have disabilities to gather feedback and identify areas for improvement.

    8. Provide captions and transcripts for multimedia content: Ensure that videos and audio content on your interface have captions or transcripts available for users who are deaf or hard of hearing. This makes your content accessible to a wider audience.

    By following these best practices for creating accessible interfaces, you can ensure that your website or application is inclusive and usable for all users. Accessibility is not only a legal requirement in many countries but also a moral imperative to ensure that everyone has equal access to information and services online.

  • From Farm to Table: A Guide to Creating a Seasonal Platter

    From Farm to Table: A Guide to Creating a Seasonal Platter


    From Farm to Table: A Guide to Creating a Seasonal Platter

    As the seasons change, so do the fruits and vegetables that are available from local farms and markets. Creating a seasonal platter is a great way to showcase the bounty of the season, and it’s also a delicious way to celebrate the flavors of the freshest produce.

    To start, take a trip to your local farmers market or farm stand to gather the freshest ingredients. Look for fruits and vegetables that are in season, as they will be at their peak flavor and nutrition. Some examples of seasonal produce include tomatoes, corn, zucchini, peaches, and berries in the summer, and squash, apples, pears, and citrus fruits in the fall and winter.

    Once you have gathered your ingredients, it’s time to start creating your platter. Begin by selecting a variety of fruits and vegetables that will provide a range of colors, textures, and flavors. Arrange them on a large platter or cutting board, starting with the larger items in the center and working your way outwards with smaller items.

    Consider adding some protein to your platter, such as cheese, nuts, or charcuterie. These items can add depth and richness to the platter, and they also provide a source of protein for a more balanced meal.

    To add even more flavor, consider drizzling some olive oil or balsamic vinegar over the fruits and vegetables, or sprinkling them with fresh herbs or sea salt. You can also serve your platter with a side of hummus, yogurt dip, or pesto for added flavor and creaminess.

    Finally, don’t forget to garnish your platter with some edible flowers or herbs for a beautiful finishing touch. Not only will these garnishes add a pop of color to your platter, but they will also add a fresh and fragrant aroma to your dish.

    Creating a seasonal platter is a fun and creative way to celebrate the flavors of the season. By using fresh, seasonal ingredients from local farms and markets, you can create a delicious and nutritious dish that is sure to impress your family and friends. So next time you’re looking for a festive and flavorful appetizer or snack, consider creating a seasonal platter that highlights the best of what the season has to offer.

  • Designing Data Reports that Work: A Guide for Creating Data Systems in Schools and Districts (Eye on Education Books)

    Designing Data Reports that Work: A Guide for Creating Data Systems in Schools and Districts (Eye on Education Books)


    Price: $32.95
    (as of Nov 24,2024 10:17:48 UTC – Details)




    Publisher ‏ : ‎ Routledge; 1st edition (March 3, 2016)
    Language ‏ : ‎ English
    Paperback ‏ : ‎ 238 pages
    ISBN-10 ‏ : ‎ 113895618X
    ISBN-13 ‏ : ‎ 978-1138956186
    Item Weight ‏ : ‎ 12.5 ounces
    Dimensions ‏ : ‎ 5.98 x 0.54 x 9.02 inches


    Designing Data Reports that Work: A Guide for Creating Data Systems in Schools and Districts (Eye on Education Books)

    In today’s data-driven world, schools and districts need to effectively collect, analyze, and utilize data to improve student outcomes. However, creating data systems that work can be a daunting task. That’s where “Designing Data Reports that Work” comes in.

    This comprehensive guide, published by Eye on Education Books, provides educators with the tools and strategies they need to design data reports that are meaningful, actionable, and easy to understand. From establishing clear data goals to selecting the right metrics to presenting data in a visually appealing way, this book covers every aspect of creating effective data systems in schools and districts.

    Whether you’re a teacher looking to track student progress, an administrator seeking to identify areas for improvement, or a data coach guiding your colleagues through the data analysis process, “Designing Data Reports that Work” has something for everyone. Packed with real-world examples, practical tips, and step-by-step guidance, this book is a must-have resource for any educator looking to make data work for them.

    So don’t let your data go to waste – pick up a copy of “Designing Data Reports that Work” today and start creating data systems that truly make a difference in your school or district.
    #Designing #Data #Reports #Work #Guide #Creating #Data #Systems #Schools #Districts #Eye #Education #Books

  • Tips for Creating a Robust Data Backup and Recovery Strategy

    Tips for Creating a Robust Data Backup and Recovery Strategy


    In today’s digital age, data is the lifeblood of any organization. From customer information to financial records, businesses rely on data to make informed decisions and drive growth. However, data is also vulnerable to loss or corruption, whether due to hardware failure, cyber attacks, or human error. That’s why it’s crucial for businesses to have a robust data backup and recovery strategy in place.

    Here are some tips for creating a solid data backup and recovery strategy:

    1. Identify critical data: Not all data is created equal. Identify the most important data for your business, such as customer records, financial information, and proprietary research. Make sure to prioritize backing up this data regularly.

    2. Choose the right backup solution: There are several options for backing up data, including cloud storage, external hard drives, and tape backups. Consider your budget, storage needs, and security requirements when choosing a backup solution.

    3. Implement a regular backup schedule: Set up automated backups to ensure that your data is backed up regularly. Depending on the volume of data and the frequency of changes, you may need to back up data daily, weekly, or monthly.

    4. Test your backups: Don’t wait until disaster strikes to test your backups. Regularly check that your data can be successfully restored from your backups to ensure that your backup and recovery strategy is working as intended.

    5. Encrypt your backups: Protect your data from unauthorized access by encrypting your backups. This adds an extra layer of security to your data backup and recovery strategy.

    6. Create a disaster recovery plan: In addition to backing up your data, create a disaster recovery plan that outlines the steps to take in case of a data loss event. This plan should include who is responsible for data recovery, how to communicate with stakeholders, and a timeline for restoring data.

    7. Train your employees: Make sure your employees are aware of the data backup and recovery strategy and know their roles in the event of a data loss. Provide training on best practices for data backup and recovery to ensure that everyone is prepared for a potential data loss event.

    By following these tips, you can create a robust data backup and recovery strategy that protects your critical data and ensures that your business can recover quickly from any data loss event. Don’t wait until it’s too late – start implementing these tips today to safeguard your data and keep your business running smoothly.

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