PDF⋙ Symptom to Diagnosis An Evidence Based Guide, Third Edition (Lange Medical Books) by Scott Stern, Adam Cifu, Diane Altkorn

Symptom to Diagnosis An Evidence Based Guide, Third Edition (Lange Medical Books) by Scott Stern, Adam Cifu, Diane Altkorn

Symptom to Diagnosis An Evidence Based Guide, Third Edition (Lange Medical Books) by Scott Stern, Adam Cifu, Diane Altkorn PDF, ePub eBook D0wnl0ad

Learn the diagnostic process in internal medicine with this engaging, case-based approach

Symptom to Diagnosis teaches you an evidence-based, step-by-step process for evaluating, diagnosing, and treating patients based on their clinical complaints. By applying this process, you will be able to recognize specific diseases and prescribe the most effective therapy.

Each chapter addresses one common complaint and begins with a case and guidance on how to organize the differential diagnosis. As the case progresses, clinical reasoning is explained in detail. The differential diagnosis for that particular case is summarized in tables that highlight the clinical clues and important tests for the leading diagnostic hypothesis and alternative diagnostic hypotheses. As the chapter progresses, the pertinent diseases are reviewed. Just as in real life, the case unfolds in a stepwise fashion as tests are performed and diagnoses are confirmed or refuted.

The third edition is enhanced by the addition of five new chapters--Bleeding Disorders, Dysuria, Hematuria, Hypotension, and Sore Throat--as well as a greater emphasis on how to master the process of working from patient level data (signs, symptoms, and laboratory tests). All chapters incorporate the latest research resulting in new and refined approaches to common symptoms encountered in clinical medicine.

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PDF⋙ Python Machine Learning Blueprints: Intuitive data projects you can relate to by Alexander Combs

Python Machine Learning Blueprints: Intuitive data projects you can relate to by Alexander Combs

Python Machine Learning Blueprints: Intuitive data projects you can relate to by Alexander Combs PDF, ePub eBook D0wnl0ad

Key Features

• Put machine learning principles into practice to solve real-world problems
• Get to grips with Python's impressive range of Machine Learning libraries and frameworks
• From retrieving data from APIs to cleaning and visualization, become more confident at tackling every stage of the data pipeline

Book Description

Machine Learning is transforming the way we understand and interact with the world around us. But how much do you really understand it? How confident are you interacting with the tools and models that drive it?

Python Machine Learning Blueprints puts your skills and knowledge to the test, guiding you through the development of some awesome machine learning applications and algorithms with real-world examples that demonstrate how to put concepts into practice.

You'll learn how to use cluster techniques to discover bargain air fares, and apply linear regression to find yourself a cheap apartment – and much more. Everything you learn is backed by a real-world example, whether its data manipulation or statistical modelling.

That way you're never left floundering in theory – you'll be simply collecting and analyzing data in a way that makes a real impact.

What you will learn

• Explore and use Python's impressive machine learning ecosystem
• Successfully evaluate and apply the most effective models to problems
• Learn the fundamentals of NLP - and put them into practice
• Visualize data for maximum impact and clarity
• Deploy machine learning models using third party APIs
• Get to grips with feature engineering

About the Author

Alexander T. Combs is an experienced data scientist, strategist, and developer with a background in financial data extraction, natural language processing and generation, and quantitative and statistical modeling. He is currently a full-time lead instructor for a data science immersive program in New York City.

Table of Contents

1. The Python Machine Learning Ecosystem
2. Build an App to Find Underpriced Apartments
3. Build an App to Find Cheap Airfares
4. Forecast the IPO Market using Logistic Regression
5. Create a Custom Newsfeed
6. Predict whether Your Content Will Go Viral
7. Forecast the Stock Market with Machine Learning
8. Build an Image Similarity Engine
9. Build a Chatbot
10. Build a Recommendation Engine

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PDF⋙ The Outfit: The Role of Chicago's Underworld in the Shaping of Modern America by GUS RUSSO

The Outfit: The Role of Chicago's Underworld in the Shaping of Modern America by GUS RUSSO

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PDF⋙ Moleskine 2017 Weekly Notebook, 12M, Large, Scarlet Red, Soft Cover (5 x 8.25) by Moleskine

Moleskine 2017 Weekly Notebook, 12M, Large, Scarlet Red, Soft Cover (5 x 8.25) by Moleskine

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PDF⋙ The Eisenhower Interstate System (Building America: Then and Now) by John Murphy, John Murphy

The Eisenhower Interstate System (Building America: Then and Now) by John Murphy, John Murphy

The Eisenhower Interstate System (Building America: Then and Now) by John Murphy, John Murphy PDF, ePub eBook D0wnl0ad

In the wake of the Great Depression, two wars, and at the dawn of the cold war, President Dwight D. Eisenhower viewed a 'national road' system as vital to the nation's interest on several counts: defense, commerce, safety, and unity. The Interstate Highway Act of 1956 created the vast network of superhighways, beltlines, and spurs of the modern-day highway system. More than 40,000 miles bound the 50 states together as an interconnected whole. The Interstate Highway System is an enduring marvel of conception, design, and construction. The undertaking became the largest public works program in American history, and its creation showcased the can-do American spirit of ambition, intelligence, and know-how.

From reader reviews:

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PDF⋙ Haynes' Baptist Cyclopædia: Or, Dictionary of Baptist Biography, Bibliography, Antiquities, History, Chronology, Theology, Polity and Literature ; to ... Gazeteer and Atlas of Baptist Churches ... by Thomas Wilson Haynes

Haynes' Baptist Cyclopædia: Or, Dictionary of Baptist Biography, Bibliography, Antiquities, History, Chronology, Theology, Polity and Literature ; to ... Gazeteer and Atlas of Baptist Churches ... by Thomas Wilson Haynes

Haynes' Baptist Cyclopædia: Or, Dictionary of Baptist Biography, Bibliography, Antiquities, History, Chronology, Theology, Polity and Literature ; to ... Gazeteer and Atlas of Baptist Churches ... by Thomas Wilson Haynes PDF, ePub eBook D0wnl0ad

This book was originally published prior to 1923, and represents a reproduction of an important historical work, maintaining the same format as the original work. While some publishers have opted to apply OCR (optical character recognition) technology to the process, we believe this leads to sub-optimal results (frequent typographical errors, strange characters and confusing formatting) and does not adequately preserve the historical character of the original artifact. We believe this work is culturally important in its original archival form. While we strive to adequately clean and digitally enhance the original work, there are occasionally instances where imperfections such as blurred or missing pages, poor pictures or errant marks may have been introduced due to either the quality of the original work or the scanning process itself. Despite these occasional imperfections, we have brought it back into print as part of our ongoing global book preservation commitment, providing customers with access to the best possible historical reprints. We appreciate your understanding of these occasional imperfections, and sincerely hope you enjoy seeing the book in a format as close as possible to that intended by the original publisher.

From reader reviews:

Holly Silva:

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PDF⋙ The Partitions of Poland 1772, 1793, 1795 by Jerzy Lukowski

The Partitions of Poland 1772, 1793, 1795 by Jerzy Lukowski

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The Partitions of Poland were a key event in the power politics of the late ancien regime, and had major long term consequences for the balance of power in northern and eastern Europe. Over a period of twenty five years Catherine II (Russia), Frederick II (Prussia) and Maria Theresa and Joseph II (Austria) between them wiped Poland xxx; Europe's second largest countryxxx; off the political map, and Poland disappeared as a state for 120 years. Jerzy Lukowski's new account, the first comprehensive study of the topic in English since 1915, sets the Polish dimension of this story in its wider European context, illuminating the motives and attitudes of the participants and exploring its consequences. This is a major contribution to the diplomatic history of eighteenth century Europe.

From reader reviews:

Steven Slaughter:

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