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Data Preparation and Exploration : Applied to Healthcare Data
Data scientists spend more than two-thirds of their time cleaning, preparing, exploring, and visualizing data before it is ready for modeling and mining.This textbook covers the important steps of data preparation and exploration that anyone who deals with data should know. This textbook is an excellent companion text for our other textbook Introduction to Biomedical Data Science. The data preparation and exploration methods we include are spreadsheet and statistics package approaches, as well as the programming languages R and Python.The reader is introduced to the free stat packages Jamovi and BlueSky Statistics.Multiple techniques for data visualization are presented.Medical datasets are used for demonstrations and student exercises.Importantly, chapter content is supplemented with YouTube videos.Chapters are well referenced (100+) and there is a chapter on health data resources so the reader can find data to prepare and explore on their own. Prominent issues such as how to handle missing data and imbalanced datasets are covered along with sections on descriptive statistics, visualization, correlations, handling duplicates and outliers, scaling, standardization, and much more.A downloadable Data Checklist is available on https://www.informaticseducation.org
Price: 19.00 £ | Shipping*: 3.99 £ -
Preparation S20
Preparation S20 is the third in series exploring narratives around the various ‘acts of preparing’ leading up the Alyx show in Paris, this time featuring 1010 Benja SL in his home turf in Kansas City as he prepares the score for the show in Paris. Photographed by Esther Theaker and art-directed by OK-RM it is the result of a close collaboration both in the shoot and edit. The book features 164 images: 144 in double-black and 20 colour plates with a graphite silk-screened cover and embossed textured dust-jacket.
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Preparation F20
Preparation F20 is the fourth in the series exploring narratives around the various ‘acts of preparing’ leading up to the Alyx show in Paris.This edition features the sculptures of Ewan MacFarlane and the backstage mirror designed in collaboration with Alexander Gerber, OK-RM and Gary Gill. Photographed by Esther Theaker it is the result of a close collaboration both in the shoot and edit. The book features 156 images: 112 in double-black and 44 colour plates with silk-screened cover and embossed textured dust-jacket.
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Trackday Car Preparation
Trackday Car Preparation by David Hornsey is part of the popular SpeedPro Series. Want to go on a trackday but don t know where to start From the most suitable type of car to buy on your budget, to how to target modifications to make your car more fun, safer and faster on the track, Trackday Car Preparation is the perfect place to start. Taking you step-by-step through the process of upgrading your car, whilst keeping a keen eye on your wallet, this book starts with cheap or even free mods that improve your car s speed and reliability and progresses up to the big-buck upgrades that can give you the ultimate track thrill. It also looks at the pros and cons of using an ex-race car on trackdays. Fully colour illustrated and showing modifications installed and in action, this guide also gives advice on the different trackday companies around and what they have to offer. Offering tips on insurance, trackdays abroad and circuit driving techniques, this guide covers everything you need to know get the most from your trackday, no matter what your budget.
Price: 14.99 £ | Shipping*: 2.99 £
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Which travel destination causes wanderlust when traveling alone?
Traveling alone to destinations like Bali, Indonesia, or the Amalfi Coast in Italy can cause wanderlust. These places offer stunning natural beauty, rich cultural experiences, and opportunities for self-discovery. The freedom to explore at your own pace and immerse yourself in the local culture can create a sense of wanderlust and adventure. Additionally, the chance to meet new people and make meaningful connections can add to the allure of these destinations for solo travelers.
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Which travel destination do you recommend for an adventure vacation in 2022?
I recommend Iceland as a travel destination for an adventure vacation in 2022. With its stunning landscapes including volcanoes, glaciers, hot springs, and waterfalls, Iceland offers a wide range of outdoor activities such as hiking, glacier trekking, snorkeling in crystal-clear waters, and exploring ice caves. Additionally, you can witness the mesmerizing Northern Lights during the winter months. Iceland's unique natural beauty and thrilling adventures make it a perfect choice for an unforgettable adventure vacation in 2022.
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Rhodes sightseeing travel guide
Rhodes is a beautiful island in Greece with a rich history and stunning architecture. Some must-see sights include the Palace of the Grand Master of the Knights of Rhodes, the ancient Acropolis of Lindos, and the charming Old Town with its medieval walls and cobblestone streets. Don't miss the Valley of the Butterflies, a unique natural reserve where thousands of butterflies gather in the summer months. Make sure to also visit the picturesque village of Lindos and its iconic clifftop acropolis for breathtaking views of the Aegean Sea.
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Rhodes Sightseeing Travel Guide
The Rhodes Sightseeing Travel Guide is a comprehensive resource for visitors looking to explore the beautiful island of Rhodes in Greece. It provides detailed information on popular attractions, historical sites, and cultural landmarks, as well as practical tips for getting around the island. The guide also includes recommendations for dining, shopping, and accommodations to help travelers make the most of their visit to Rhodes. Whether you're interested in ancient ruins, stunning beaches, or vibrant nightlife, the Rhodes Sightseeing Travel Guide has everything you need to plan an unforgettable trip to this enchanting destination.
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Preparation for Translation
This book is about YOUR preparation for translation.It is about YOUR plans to live without a mediator after probation closes.It is about God's plans for YOUR overcoming temptation NOW in anticipation of those events.It is about His plans for the renewing of YOUR mind through the final atonement ministry of Jesus.
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Coffee and Chicory; Their culture, chemical composition, preparation for market, and consumption.
The book, "" Coffee and Chicory; Their culture, chemical composition, preparation for market, and consumption. "" , has been considered important throughout the human history, and so that this work is never forgotten we have made efforts in its preservation by republishing this book in a modern format for present and future generations.This whole book has been reformatted, retyped and designed.These books are not made of scanned copies and hence the text is clear and readable.
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Homecraft Food Preparation Board
The Homecraft Food Preparation Board is a multi-functional food preparation board that is designed to provide the user with assistance with many of those day-to-day kitchen tasks and is the ideal kitchen aid for the elderly, the disabled or for those suffering from an arthritic or similar condition.Based around its tough, durable, large chopping board base that measures 500mm x 300mm (19.75" x 11.75") the highly versatile preparation board also features: OT-RecommendedWe are delighted to tell you that the Homecraft Food Preparation Board has been tried and tested by our team of Occupational Therapists who are proud to give it the OT Recommended seal of approval.All OT Recommended products are tested for their functionality, ease of use, safety, and value for money. Get free expert advice from our Occupational TherapistsAt Complete Care Shop we have an amazing team of Occupational Therapists (OTs) and Occupational Therapy Assistants (OTAs) who are here to help you.Whether it’s finding the right product for your individual needs, or getting expert advice about your condition or living arrangements, you can contact our OTs for a free consultation.Our OTs and OTAs always have your health and needs in mind. Our consultations have no strings attached and will never encourage you to purchase items that aren't right for you. Get expert advice from our Occupational Therapists today.
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Wedding Preparation Table 35x50
The Wedding Preparation Table, prepared on 100% cotton canvas, is prepared specifically for you upon your order. Our paintings, coated with special odorless satin varnish, are easy to clean and retain their first-day liveliness for many years. Product Code: BJT 001 100% Cotton Lined Canvas (Canvas) Stretching on Wooden Chassis with 3 cm Edge Thickness Special Satin Varnish Coating and Easy Cleaning Hand Workmanship High Definition Print Quality Shock Resistant Special Packaging We Guarantee Satisfaction on Every Canvas Painting We Produce Listed By ENTEGRA
Price: 30.89 £ | Shipping*: 0.0 £
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What does shipping preparation mean?
Shipping preparation refers to the process of getting an item ready to be shipped to its destination. This includes packaging the item securely, labeling it correctly with the recipient's address and any necessary shipping labels, and ensuring that it is in compliance with any shipping regulations or restrictions. Proper shipping preparation helps to ensure that the item arrives safely and on time to its intended destination.
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What does car preparation mean?
Car preparation refers to the process of getting a vehicle ready for a specific purpose or event. This can include tasks such as cleaning the car, checking the fluid levels, inspecting the tires, and ensuring all necessary equipment is in place. Proper car preparation is essential to ensure the vehicle is safe, reliable, and performs optimally for its intended use. It can also help prevent breakdowns and prolong the lifespan of the vehicle.
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What is a good preparation?
A good preparation involves thorough research, planning, and organization to ensure success in any endeavor. It includes gathering relevant information, setting clear goals, and creating a detailed action plan. Good preparation also involves anticipating potential challenges and developing contingency plans to address them. Ultimately, a good preparation sets the foundation for achieving desired outcomes and minimizes the risk of unexpected obstacles.
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Is this MPU preparation serious?
Yes, preparing for the MPU (Malaysian University English Test) is a serious endeavor. The test is an important requirement for admission to many Malaysian universities, and a good score can significantly impact a student's chances of getting into their desired program. Therefore, students should take their preparation seriously by dedicating time and effort to studying and practicing for the test. Additionally, the test covers a range of skills including critical thinking, language proficiency, and general knowledge, so thorough preparation is essential for success.
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