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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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Language Learning Through Captioned Videos : Incidental Vocabulary Acquisition
This research- and pedagogy-oriented book delves into the study and application of incidental vocabulary acquisition in English through captioned videos.This technology offers EFL students of different ages more opportunities for vocabulary learning compared to the traditional classroom.This book reviews the conceptual, methodological, theoretical, and practical issues associated with captioned videos and offers innovative ideas to help researchers, graduate students, and classroom practitioners enhance learners’ vocabulary acquisition at all levels.
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Creating Training Videos : Professional Quality With a Smartphone
LIKE FILM SCHOOL FOR TRAINERS! Film and edit effective training videos—using your smartphone. Whether you’re a facilitator, instructional designer, or L&D department of one, you don’t need a fancy DSLR camera or film crew to create successful training videos.All you really need is a learning strategy, a good production plan, and a smartphone camera.Informed by his 30-year career in training and media, including his time as learning executive with the BBC, author Jonathan Halls is committed to best practices in video production that will actually help your learners to learn, and without a giant strain on your resources. With straightforward and accessible language, in Creating Training Videos you’ll get:The intersection of media and learning research: Uncover how your videos can effectively provoke learning. Best practices for instructional video: Create a smart outline for your instructional video, creatively use repetition, highlight schemas that are familiar to your audience, and more.Visual grammar: Learn rules of film that you can put into effect immediately, like framing your shots and selecting the best shot sizes to more powerfully support learning. Planning your pictures: Gain a practical framework for mapping out the elements of your video using storyboards, shot formulas, and narrative templates designed to meet various training needs.Understand how picture, graphics, spoken word, and more come together to tell your story. Your videographer’s toolkit: An honest discussion of essential gear, helpful gear, and the serious tools you might consider for your toolkit. Filming with your smartphone: Learn how to best light, stabilize, and frame your shots using the tool you already have in your pocket. Editing and workflow: Stitch shots together for a powerful final product that supports learning, no matter what software you decide to use (yes, even an app on your phone!), and workflow considerations that satisfy all of your stakeholders. With 96 percent of organizations using video as a key modality for workplace learning and 62 percent of organizations posting video (for L&D and other purposes) to YouTube, the ability to produce video is a sought-after skill in the L&D world.Creating Training Videos teaches you step-by-step how to plan, film, and edit smart instructional content—using only a smartphone and without compromising quality and success.
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Traveling Music Videos
Traveling Music Videos offers a new interdisciplinary perspective on how contemporary music videos travel across, shape, and transform various media, online platforms, art institutions, and cultural industries worldwide.With the onset of digital technologies and the proliferation of global video-sharing websites at the beginning of the 21st century, music video migrated from TV screens to turn instead to the internet, galleries, concert stages, and social media.As a result, its aesthetics, technological groundings, and politics have been radically transformed. From the kinaesthetic experience of TikTok to the recent reimaginations of maps and navigation tools through music video cartographies, from the ecofeminist voices mediated by live-stream concerts to the transmedia logic of video games and VR, from the videos’ role in contemporary art galleries to their political interventions —the chapters map the ways music video is continually reconfiguring itself.The volume tracks music video’s audiovisual itineraries across different geographies, maps its transmedia routes, and tackles the cultural impact that it has on our current media ecosystem.
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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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Can digital learning videos replace textbooks and traditional learning?
While digital learning videos can be a valuable supplement to traditional learning methods, they may not be able to fully replace textbooks and traditional learning. Textbooks provide a comprehensive and structured approach to learning, while digital videos may lack depth and detail. Additionally, some students may struggle with self-regulation and focus when using digital resources. A combination of both digital learning videos and traditional learning methods may be the most effective approach to cater to different learning styles and preferences.
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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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Michael Jackson Quantity of Six Videos UK video SIX VIDEOS
MICHAEL JACKSON Quantity of Six Videos (Great set of SIX MJ videos from 1990-97 comprising Moonwalker Dangerous History History On Film Volume II The Legend Continues and The Mad Bad World Of Michael Jackson. Each video in housed in itsoriginal picture sleeve. A great set of 90s videos) 1. Moonwalker - 1990 (GH8580)2. Dangerous - 1993 (491642)3. History - 1995 (501232)4. History On Film Vol 11 - 1997 (501382)5. The Legend Continues - 1988 (MJ1000)6. The Mad Bad World Of Michael Jackson - 1994 (RF/ST/010)
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Making TikTok Videos
Create videos using the tricks of TikTok stars! Making TikTok Videos reveals the secrets that TikTok celebs and influencers use to make the videos that everyone’s watching.Hilarious clips, the latest dances, instruction videos—whatever you want to do, make sure it shows off the latest TikTok styles.This book shows you how to use whatever you have on hand to record, edit, and upload TikToks.Add music and text, get creative, and start sharing your finished products.With this guide, you’ll get easy instructions on how to make videos that people remember.You also get some tips on how to bring viewers to your account.Use your mobile device to shoot videos with top-notch sound Learn the editing tricks TikTok pros use to create a finished video Set up your TikTok account and set your privacyKeep up with the latest TikTok video stylesWritten especially for the 10-14 age group interested in creating their first TikTok videos, this Dummies Jr. title will help you get plugged into the TikTok universe.
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Kylie Minogue Quantity of Five Videos UK video FIVE VIDEOS
KYLIE MINOGUE Quantity of Five Videos (Great set of FIVE UK PAL videos from 1989 to 2001 comprising The Videos [running time 20 minutes] The Videos 2 [20 minutes] On The Go... Live In Japan [56 minutes] Live [80 minutes] and Live In Sydney [107 minutes]. Each video cassette is housed in its original picture sleeve - over four hours of great Kylie footage) The Videos - VHF3The Videos 2 - VHF9On The Go... Live In Japan - MC2052Live - MVN9913473Live In Sydney - 0927-40553-3
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Learning Vector Illustration with Adobe Illustrator : ...through videos, projects, and more
When you begin using vector illustration software it can be confusing and frustrating to even work out how to make a mark on the page - but this new hybrid approach to learning integrates tutorial videos and step-by-step projects to help you becoming confident in no time.Starting with first principles, this book introduces you to all the important tools and processes – from the basics of Bezier curves to applying meshes – so you can quickly and efficiently create your own designs.As you learn each skill there are projects for you to try out, and by the end of the book you’ll build up to a major design project to put all your new abilities into practice.
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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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Why do so few tech YouTubers make videos about JBL products?
There could be several reasons why so few tech YouTubers make videos about JBL products. One reason could be that JBL products may not be as popular or widely used among tech enthusiasts compared to other brands. Additionally, JBL may not have as strong of a marketing or influencer outreach strategy as other tech companies, leading to fewer opportunities for YouTubers to showcase their products. It's also possible that JBL products may not be as innovative or cutting-edge as other tech products, making them less appealing for YouTubers to feature in their videos.
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Which YouTube videos are suitable for learning French?
YouTube videos that are suitable for learning French include those specifically designed for language learners, such as tutorials, grammar lessons, and vocabulary explanations. Additionally, videos that feature native French speakers engaging in natural conversations, interviews, or cultural activities can also be helpful for improving listening comprehension and pronunciation. Look for channels or playlists that cater to different levels of proficiency and offer a variety of content to keep your learning engaging and diverse.
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