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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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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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Modern Python Programming using ChatGPT : 10x your software development skills with Python
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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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Do I need training for upholstery cleaning?
Yes, it is recommended to have training for upholstery cleaning in order to ensure that you are using the correct techniques and products to effectively clean different types of upholstery materials without causing damage. Training can also help you understand how to properly assess the condition of the upholstery and determine the best cleaning methods for each situation. Additionally, having training can give you the confidence and skills needed to provide high-quality upholstery cleaning services to your clients.
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Automotive evaporator cleaning spray gun factory Aircon visual cleaning borescope tool for car cleaning maintenance workshop
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Agile Software Development
Agile Software Development is an introduction to agile software development methods.Agile methods try to diminish complexity, increase transparency, and reach a deployable product in a shorter time frame.Agile methods use an iterative and incremental approach to minimize risks and to avoid maldevelopment.The book gives a short introduction to agile methods and agile software development principles.It serves as a study book and as a reference manual.Based on the official Scrum Guide, the book also covers other topics such as best practices for agile software development and agile testing.It targets practitioners who want to start with agile software development, as well as developers or project managers who already use agile methodologies.The book can be read from the beginning, but each chapter has been written in a way so it can be read individually.
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Coding Club Python: Programming Art Supplement 1
Create artistic applications to explore your creative side!Reinforce your programming knowledge from Python Basics and learn a few more tricks with this fun level 1 book.Activities include extending your Etch-a-Sketch and building your own drawing app. The code is suitable for Mac, Windows and Linux users and therefore compatible with the Raspberry Pi.
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Oven Cleaning Certificate Training Course
Course Description Taking the oven cleaning course is an opportunity to start your own professional oven cleaning business, catering to commercial and residential customers. This is an opportunity for you to start your own successful business armed with the knowledge and skills you need to provide your clients with the best quality results and service at all times. Introduction to the Oven Cleaning Certificate The oven cleaning certificate is a recognised certification to help you jump start your career as a professional oven cleaner. This course comprises of fourteen modules overflowing with valuable information that takes approximately ten hours to complete. You will learn essential oven cleaning techniques, the legal requirements surrounding effective oven cleaning and so much more. You will be armed with everything you need to run your own successful business moving forward. During your online studies you will have the support of a tutor, who is on hand to guide you. You can study from anywhere using any device and study at your own pace, not set to any schedule, enabling you to work full time and study in your spare time. On completion and passing the multiple choice test, you will receive your certification, which is industry recognised and can be downloaded and printed at your convenience. What You Will Learn The course comprises of fourteen information packed modules, which will teach you the following: Understand what work you will do as a professional oven cleaner along with the essential equipment you will need to produce the best results. Learn why training in oven cleaning is a benefit and where to find the best positions where you will use your knowledge, the difference between working for yourself or for someone else and how to secure long term commercial contracts for oven cleaning. Know what types of oven cleaning jobs are available. Get a good understanding of oven cleaning equipment. Know the products and tools you will need, the purpose of each one and how to ensure you meet the strict health and safety regulations. Know about chemical safety and what regulations you need to adhere to. Learn what documentation you will need to support industry cleaning products, who is responsible for health and safety compliance and so much more. Learn about the working conditions you can expect from how long it will take to complete a job, why safety clothing is so important and various pricing structures you should take advantage of. Understand the various oven cleaning techniques and expected standards. Know what tools you should be using for different surfaces and what techniques to use to deep clean ovens effectively. Know how to clean Rayburn and AGA cookers. Know how to identify these two common cookers, what products you should use and what are the most common operating temperatures of these two appliances. Learn everything you need to know about commercial oven cleaning from what’s involved to dry steam cleaning to the equipment you will need. Get a good understanding of environmentally friendly oven cleaning - “green cleaning.” Learn about powerful natural de-greasers and the benefits of steam cleaning rather than using chemical solutions. Learn how to run an oven cleaning service effectively to achieve success. Learn what it entails to run a service effectively, help to boost your customer service levels and how many ovens you can expect to clean on a daily basis. Know how to start your own oven cleaning business from initial start-up costs to marketing and developing your online presence. Learn about business insurance, tax and the equipment you will need when starting your own oven cleaning business. Understand what is entailed when hiring staff to work for you, including your responsibilities as an employer and when you should write a health and safety policy, plus so much more. Benefits of the Oven Cleaning Certificate This recognised certification can provide you with so many benefits during and after your online training, these include: An industry recognised certification. You will learn how to deliver the best service to your clients. You will have the knowledge you need to start your own successful oven cleaning business. You study online at your own pace with no set schedule. You can study from any device connected to the internet. Online support throughout your study to guide you in the right direction. Who can take the course?Anyone who has an interest in learning more about this subject matter is encouraged to take the course. There are no entry requirements to take the course. What is the structure of the course?The course is broken down into 14 individual modules. Each module takes between 20 and 90 minutes on average to study. Although you are free to spend as much or as little time as you feel necessary on each module, simply log in and out of the course at your convenience. Where / when can I study the course?You can study the course any time you like. Simply log in and out of the web based course as often as you require. The course is compatible with all computers, tablet devices and smart phones so you can even study while on the move! Is there a test at the end of the course?Once you have completed all modules there is a multiple choice test. The questions will be on a range of topics found within the modules. The test, like the course, is online and can be taken a time and location of your choosing. What is the pass mark for the final test?The pass mark for the test is 70%. If you don’t pass the test first time you will get further opportunities to take the test again after extra study. There are no limits to the number of times you can take the test. All test retakes are included within the price of the course. When will I receive my certificate?Once you have completed your test you can log in to your account and download/print your certificate any time you need it.How long does it take to complete the course?We estimate that the course will take about 10 hours to complete in total, plus an additional 30 minutes for the end of course test. Course Content Module 1: Oven Cleaning an Introduction Module 2 : Why Train in Oven Cleaning? Module 3 : The Different Types of Oven Cleaning Jobs Available Module 4 : Oven Cleaning Equipment Module 5 : Chemical Safety, Compliance and Legal Requirements Module 6 : Working Conditions Module 7 : Oven Cleaning Techniques and Standards Expected Module 8 : Cleaning AGA and Rayburn Cookers Module 9 : Commercial Oven Cleaning Module 10 : Green Oven Cleaning Module 11 : Running an Oven Cleaning Service Module 12 : Starting Your Own Oven Cleaning Service Module 13 : Business Insurance, Equipment andamp; Tax Module 14 : Hiring People to Work for You Course Detail Course Access: Lifetime Exams Included: Yes Compatibility: All major browsers / devices Need to train your Team? Contact Us for Discounts on Multiple Subscription Purchases.
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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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Does bottle cleaning work with cleaning beads?
Yes, bottle cleaning can work with cleaning beads. Cleaning beads are small, abrasive beads that can help to scrub away residue and build-up inside bottles. When combined with water and a cleaning solution, the beads can be swirled around inside the bottle to effectively remove dirt, stains, and odors. This method can be particularly useful for cleaning narrow-necked bottles or containers with hard-to-reach areas.
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A cleaning person is wanted for office cleaning.
The office is seeking a cleaning person to maintain cleanliness and tidiness in the workspace. The responsibilities may include dusting, vacuuming, mopping, and sanitizing common areas such as bathrooms and break rooms. The ideal candidate should be detail-oriented, reliable, and able to work independently. Interested individuals can inquire about the position by contacting the office manager.
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