{"id":5570,"date":"2020-06-05T08:00:34","date_gmt":"2020-06-05T02:30:34","guid":{"rendered":"https:\/\/www.upnxtblog.com\/?p=5570"},"modified":"2020-07-28T19:49:59","modified_gmt":"2020-07-28T14:19:59","slug":"ai-for-medicine-specialization-from-deeplearning-ai","status":"publish","type":"post","link":"https:\/\/www.upnxtblog.com\/index.php\/2020\/06\/05\/ai-for-medicine-specialization-from-deeplearning-ai\/","title":{"rendered":"AI for Medicine Specialization from deeplearning.ai"},"content":{"rendered":"<div class='booster-block booster-read-block'><\/div><p>We have already looked at<strong><a href=\"http:\/\/www.upnxtblog.com\/index.php\/2019\/07\/11\/ultimate-guide-to-coursera-specializations-that-will-make-your-career-better-over-100-specializations-covered\/\"> TOP 100 Coursera Specializations<\/a><\/strong> and today we will check out AI for Medicine Specialization from deeplearning.ai.<\/p>\n<p><strong>Coursera Specialization<\/strong> is a series of courses that help you master a skill. To begin, you can enroll in the Specialization directly, or review its courses and choose the one you&#8217;d like to start with. When you subscribe to a course that is part of a Specialization, you\u2019re automatically subscribed to the full Specialization. You can either complete just one course or you can pause your learning or end your subscription at any time.<\/p>\n<p>This three-course Specialization will give you practical experience in applying machine learning to concrete problems in medicine.AI is transforming the practice of medicine. It\u2019s helping doctors diagnose patients more accurately, make predictions about patients\u2019 future health, and recommend better treatments.<\/p>\n<p>These courses go beyond the foundations of deep learning to teach you the nuances in applying AI to medical use cases. If you are new to deep learning or want to get a deeper foundation of how neural networks work, we recommend taking the\u00a0<a title=\"The Deep Learning Specialization on Coursera\" href=\"https:\/\/click.linksynergy.com\/link?id=Iw3eNVqXX5w&amp;offerid=759505.11421701896&amp;type=2&amp;murl=https%3A%2F%2Fwww.coursera.org%2Fspecializations%2Fdeep-learning\" target=\"_blank\" rel=\"noopener noreferrer\" aria-label=\"The Deep Learning Specialization on Coursera\">Deep Learning Specialization<\/a>.<\/p>\n<figure style=\"width: 300px\" class=\"wp-caption aligncenter\"><a href=\"https:\/\/click.linksynergy.com\/link?id=Iw3eNVqXX5w&amp;offerid=759505.15900864080&amp;type=2&amp;murl=https%3A%2F%2Fwww.coursera.org%2Fspecializations%2Fai-for-medicine\" target=\"_blank\" rel=\"noopener\"><img data-recalc-dims=\"1\" decoding=\"async\" data-src=\"https:\/\/i0.wp.com\/d3njjcbhbojbot.cloudfront.net\/api\/utilities\/v1\/imageproxy\/https%3A\/\/d15cw65ipctsrr.cloudfront.net\/50\/decd886991469281bda58d976aa74f\/AI4MCourseraSpecializationSquareLogo.png?resize=300%2C300&#038;ssl=1\" alt=\"\" width=\"300\" height=\"300\" border=\"0\" src=\"data:image\/svg+xml;base64,PHN2ZyB3aWR0aD0iMSIgaGVpZ2h0PSIxIiB4bWxucz0iaHR0cDovL3d3dy53My5vcmcvMjAwMC9zdmciPjwvc3ZnPg==\" class=\"lazyload\" style=\"--smush-placeholder-width: 300px; --smush-placeholder-aspect-ratio: 300\/300;\" \/><\/a><figcaption class=\"wp-caption-text\">Click to Enroll!<\/figcaption><\/figure>\n<p><a href=\"https:\/\/click.linksynergy.com\/fs-bin\/click?id=Iw3eNVqXX5w&amp;offerid=658709.492&amp;subid=0&amp;type=4\" target=\"_blank\" rel=\"noopener\"><\/a><\/p>\n<h2>What will you learn<\/h2>\n<ul>\n<li>Diagnose diseases from x-rays and 3D MRI brain images<\/li>\n<li>Estimate treatment effects on patients using data from randomized trials<\/li>\n<li>Predict patient survival rates more accurately using tree-based models<\/li>\n<li>Automate the task of labeling medical datasets using natural language processing<\/li>\n<\/ul>\n<p><span data-reactid=\"505\">There are 3 Courses in this Specialization.<\/span><\/p>\n<h2><a href=\"https:\/\/click.linksynergy.com\/link?id=Iw3eNVqXX5w&amp;offerid=759505.15900864086&amp;type=2&amp;murl=https%3A%2F%2Fwww.coursera.org%2Flearn%2Fai-for-medical-diagnosis\" target=\"_blank\" rel=\"noopener\">#1.AI for Medical Diagnosis<\/a><\/h2>\n<p>This program will give you practical experience in applying cutting-edge machine learning techniques for concrete problems in modern medicine. In this course, you will create convolutional neural network image classification and segmentation models to make diagnoses of lung and brain disorders.<\/p>\n<h2><a href=\"https:\/\/click.linksynergy.com\/link?id=Iw3eNVqXX5w&amp;offerid=759505.15900864088&amp;type=2&amp;murl=https%3A%2F%2Fwww.coursera.org%2Flearn%2Fai-for-medical-prognosis\" target=\"_blank\" rel=\"noopener\">#2.AI for Medical Prognosis<\/a><\/h2>\n<p>Machine learning is a powerful tool for prognosis, a branch of medicine that specializes in predicting the future health of patients. In this second course, you\u2019ll walk through multiple examples of prognostic tasks. You\u2019ll then use decision trees to model non-linear relationships, which are commonly observed in medical data, and apply them to predicting mortality rates more accurately. Finally, you\u2019ll learn how to handle missing data, a key real-world challenge.<\/p>\n<h3>What will you learn<\/h3>\n<ul>\n<li>Walk through examples of prognostic tasks<\/li>\n<li>Navigate practical challenges in medicine like missing data<\/li>\n<li>Apply tree-based models to estimate patient survival rates<\/li>\n<\/ul>\n<h2><a href=\"https:\/\/click.linksynergy.com\/link?id=Iw3eNVqXX5w&amp;offerid=759505.15900864084&amp;type=2&amp;murl=https%3A%2F%2Fwww.coursera.org%2Flearn%2Fai-for-medical-treatment\" target=\"_blank\" rel=\"noopener\">#3.AI For Medical Treatment<\/a><\/h2>\n<p>Medical treatment may impact patients differently based on their existing health conditions. In this third course, you\u2019ll recommend treatments more suited to individual patients using data from randomized control trials. In the second week, you\u2019ll apply machine learning interpretation methods to explain the decision-making of complex machine learning models. Finally, you\u2019ll use natural language entity extraction and question-answering methods to automate the task of labeling medical datasets.<\/p>\n<h3>What will you learn<\/h3>\n<ul>\n<li>Estimate treatment effects using data from randomized control trials<\/li>\n<li>Apply natural language processing to extract information from unstructured medical data<\/li>\n<li>Explore methods to interpret diagnostic and prognostic models<\/li>\n<\/ul>\n<p><em><strong>Like this post? Don\u2019t forget to share it!<\/strong><\/em><\/p>\n<h2>Useful Resources :<\/h2>\n<ul>\n<li><a href=\"https:\/\/www.upnxtblog.com\/index.php\/2019\/08\/09\/trending-skill-deep-learning-course-collection\/\">Trending Skill: Deep Learning Course Collection<\/a><\/li>\n<li><a href=\"https:\/\/www.upnxtblog.com\/index.php\/2019\/12\/18\/tensorflow-data-and-deployment-specialization-from-deeplearning-ai\/\">TensorFlow: Data and Deployment Specialization from deeplearning.ai<\/a><\/li>\n<li><a href=\"https:\/\/www.upnxtblog.com\/index.php\/2019\/06\/06\/top-25-most-popular-machine-learning-courses-on-udemy\/\">Machine Learning for Business Professionals from Google<\/a><\/li>\n<li><a href=\"https:\/\/www.upnxtblog.com\/index.php\/2019\/09\/09\/get-job-ready-with-professional-certificates-from-coursera\/\">Get Job Ready with Professional Certificates from Coursera<\/a><\/li>\n<\/ul>\n<p><img loading=\"lazy\" decoding=\"async\" loading=\"lazy\" src=\"https:\/\/ad.linksynergy.com\/fs-bin\/show?id=Iw3eNVqXX5w&amp;bids=759505.15900864080&amp;type=2&amp;subid=0\" width=\"1\" height=\"1\" border=\"0\" \/><\/p>\n","protected":false},"excerpt":{"rendered":"<p>We have already looked at TOP 100 Coursera Specializations and today we will check out AI for Medicine Specialization from deeplearning.ai. Coursera Specialization is a series of courses that help you master a skill. To begin, you can enroll in the Specialization directly, or review its courses and choose the one you&#8217;d like to start [&hellip;]<\/p>\n","protected":false},"author":2,"featured_media":1222,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"nf_dc_page":"","_jetpack_memberships_contains_paid_content":false,"footnotes":"","jetpack_publicize_message":"","jetpack_publicize_feature_enabled":true,"jetpack_social_post_already_shared":true,"jetpack_social_options":{"image_generator_settings":{"template":"highway","default_image_id":0,"font":"","enabled":false},"version":2}},"categories":[313],"tags":[40,204],"class_list":["post-5570","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-courses","tag-ai","tag-coursera"],"jetpack_publicize_connections":[],"jetpack_featured_media_url":"https:\/\/i0.wp.com\/www.upnxtblog.com\/wp-content\/uploads\/2017\/11\/back-to-school-2628012_1920.jpg?fit=1920%2C1241&ssl=1","jetpack_sharing_enabled":true,"jetpack_shortlink":"https:\/\/wp.me\/p9fbQS-1rQ","jetpack-related-posts":[{"id":3959,"url":"https:\/\/www.upnxtblog.com\/index.php\/2019\/07\/01\/tensorflow-in-practice-specialization-from-coursera\/","url_meta":{"origin":5570,"position":0},"title":"TensorFlow in Practice Specialization from deeplearning.ai","author":"Karthik","date":"July 1, 2019","format":false,"excerpt":"We have already looked at TOP 100 Coursera Specializations and today we will check out specialization on how to build and train neural networks using TensorFlow. Coursera Specialization is a series of courses that helps you master a skill. To begin, you can enroll in the Specialization directly, or review\u2026","rel":"","context":"In &quot;Learn something new everyday&quot;","block_context":{"text":"Learn something new everyday","link":"https:\/\/www.upnxtblog.com\/index.php\/category\/courses\/"},"img":{"alt_text":"school","src":"https:\/\/i0.wp.com\/www.upnxtblog.com\/wp-content\/uploads\/2017\/11\/back-to-school-2628012_1920.jpg?fit=1200%2C776&ssl=1&resize=350%2C200","width":350,"height":200,"srcset":"https:\/\/i0.wp.com\/www.upnxtblog.com\/wp-content\/uploads\/2017\/11\/back-to-school-2628012_1920.jpg?fit=1200%2C776&ssl=1&resize=350%2C200 1x, https:\/\/i0.wp.com\/www.upnxtblog.com\/wp-content\/uploads\/2017\/11\/back-to-school-2628012_1920.jpg?fit=1200%2C776&ssl=1&resize=525%2C300 1.5x, https:\/\/i0.wp.com\/www.upnxtblog.com\/wp-content\/uploads\/2017\/11\/back-to-school-2628012_1920.jpg?fit=1200%2C776&ssl=1&resize=700%2C400 2x, https:\/\/i0.wp.com\/www.upnxtblog.com\/wp-content\/uploads\/2017\/11\/back-to-school-2628012_1920.jpg?fit=1200%2C776&ssl=1&resize=1050%2C600 3x"},"classes":[]},{"id":5616,"url":"https:\/\/www.upnxtblog.com\/index.php\/2020\/07\/02\/natural-language-processing-specialization-from-deeplearning-ai\/","url_meta":{"origin":5570,"position":1},"title":"Natural Language Processing Specialization from deeplearning.ai","author":"Karthik","date":"July 2, 2020","format":false,"excerpt":"We have already looked at TOP 100 Coursera Specializations and today we will check out Natural Language Processing Specialization from deeplearning.ai Coursera Specialization is a series of courses that help you master a skill. To begin, you can enroll in the Specialization directly, or review its courses and choose the\u2026","rel":"","context":"In &quot;Learn something new everyday&quot;","block_context":{"text":"Learn something new everyday","link":"https:\/\/www.upnxtblog.com\/index.php\/category\/courses\/"},"img":{"alt_text":"school","src":"https:\/\/i0.wp.com\/www.upnxtblog.com\/wp-content\/uploads\/2017\/11\/back-to-school-2628012_1920.jpg?fit=1200%2C776&ssl=1&resize=350%2C200","width":350,"height":200,"srcset":"https:\/\/i0.wp.com\/www.upnxtblog.com\/wp-content\/uploads\/2017\/11\/back-to-school-2628012_1920.jpg?fit=1200%2C776&ssl=1&resize=350%2C200 1x, https:\/\/i0.wp.com\/www.upnxtblog.com\/wp-content\/uploads\/2017\/11\/back-to-school-2628012_1920.jpg?fit=1200%2C776&ssl=1&resize=525%2C300 1.5x, https:\/\/i0.wp.com\/www.upnxtblog.com\/wp-content\/uploads\/2017\/11\/back-to-school-2628012_1920.jpg?fit=1200%2C776&ssl=1&resize=700%2C400 2x, https:\/\/i0.wp.com\/www.upnxtblog.com\/wp-content\/uploads\/2017\/11\/back-to-school-2628012_1920.jpg?fit=1200%2C776&ssl=1&resize=1050%2C600 3x"},"classes":[]},{"id":4102,"url":"https:\/\/www.upnxtblog.com\/index.php\/2019\/08\/09\/trending-skill-deep-learning-course-collection\/","url_meta":{"origin":5570,"position":2},"title":"Trending Skill : Deep Learning Course Collection","author":"Karthik","date":"August 9, 2019","format":false,"excerpt":"Unlike traditional machine learning, Deep learning attempts to simulate how our brains learn and process information by creating artificial \"neural networks\" capable of extracting complicated thoughts and relationships with data. Deep learning models enhance in order to generate more precise ideas and predictions through complicated pattern recognition in images, text,\u2026","rel":"","context":"In &quot;Learn something new everyday&quot;","block_context":{"text":"Learn something new everyday","link":"https:\/\/www.upnxtblog.com\/index.php\/category\/courses\/"},"img":{"alt_text":"school","src":"https:\/\/i0.wp.com\/www.upnxtblog.com\/wp-content\/uploads\/2017\/11\/back-to-school-2628012_1920.jpg?fit=1200%2C776&ssl=1&resize=350%2C200","width":350,"height":200,"srcset":"https:\/\/i0.wp.com\/www.upnxtblog.com\/wp-content\/uploads\/2017\/11\/back-to-school-2628012_1920.jpg?fit=1200%2C776&ssl=1&resize=350%2C200 1x, https:\/\/i0.wp.com\/www.upnxtblog.com\/wp-content\/uploads\/2017\/11\/back-to-school-2628012_1920.jpg?fit=1200%2C776&ssl=1&resize=525%2C300 1.5x, https:\/\/i0.wp.com\/www.upnxtblog.com\/wp-content\/uploads\/2017\/11\/back-to-school-2628012_1920.jpg?fit=1200%2C776&ssl=1&resize=700%2C400 2x, https:\/\/i0.wp.com\/www.upnxtblog.com\/wp-content\/uploads\/2017\/11\/back-to-school-2628012_1920.jpg?fit=1200%2C776&ssl=1&resize=1050%2C600 3x"},"classes":[]},{"id":4670,"url":"https:\/\/www.upnxtblog.com\/index.php\/2019\/12\/18\/tensorflow-data-and-deployment-specialization-from-deeplearning-ai\/","url_meta":{"origin":5570,"position":3},"title":"TensorFlow: Data and Deployment Specialization from deeplearning.ai","author":"Karthik","date":"December 18, 2019","format":false,"excerpt":"We have already looked at TOP 100 Coursera Specializations and today we will check out TensorFlow: Data and Deployment Specialization from deeplearning.ai. 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To begin, you can enroll in the Specialization directly, or review its courses and choose the one you'd like to start with. When you subscribe to a course that is part of a Specialization, you\u2019re automatically subscribed\u2026","rel":"","context":"In &quot;Learn something new everyday&quot;","block_context":{"text":"Learn something new everyday","link":"https:\/\/www.upnxtblog.com\/index.php\/category\/courses\/"},"img":{"alt_text":"school","src":"https:\/\/i0.wp.com\/www.upnxtblog.com\/wp-content\/uploads\/2017\/11\/back-to-school-2628012_1920.jpg?fit=1200%2C776&ssl=1&resize=350%2C200","width":350,"height":200,"srcset":"https:\/\/i0.wp.com\/www.upnxtblog.com\/wp-content\/uploads\/2017\/11\/back-to-school-2628012_1920.jpg?fit=1200%2C776&ssl=1&resize=350%2C200 1x, https:\/\/i0.wp.com\/www.upnxtblog.com\/wp-content\/uploads\/2017\/11\/back-to-school-2628012_1920.jpg?fit=1200%2C776&ssl=1&resize=525%2C300 1.5x, https:\/\/i0.wp.com\/www.upnxtblog.com\/wp-content\/uploads\/2017\/11\/back-to-school-2628012_1920.jpg?fit=1200%2C776&ssl=1&resize=700%2C400 2x, https:\/\/i0.wp.com\/www.upnxtblog.com\/wp-content\/uploads\/2017\/11\/back-to-school-2628012_1920.jpg?fit=1200%2C776&ssl=1&resize=1050%2C600 3x"},"classes":[]},{"id":3419,"url":"https:\/\/www.upnxtblog.com\/index.php\/2019\/01\/07\/year-in-review-10-most-popular-coursera-specializations-2018\/","url_meta":{"origin":5570,"position":5},"title":"Year in Review &#8211; 10 Most Popular Coursera Specializations 2018","author":"Karthik","date":"January 7, 2019","format":false,"excerpt":"Coursera Specialization is a series of courses that helps you master a skill. To begin, enroll in the Specialization directly, or review its courses and choose the one you'd like to start with. 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