Data Scientist Career Path after Formal Education and Training
Carlo Carandang - Data Science
by Carlo Carandang
1y ago
Image by Gerd Altmann from Pixabay In earlier posts over 5 years ago, I detailed my journey into data science, which started with formal education and training, where I enrolled in a Masters of Science (MSc) program to obtain a graduate degree in Data Science. During my time as an MSc student, I struggled in the computer science courses, as my classmates already had computer science (CS) degrees as undergraduates, and many already had industry experience in Information Technology (IT). Despite my struggles, I endured and spent a lot of time in my CS courses, and managed to complete and do well ..read more
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AI in Psychiatry: Patient Similarity in Clinical Practice
Carlo Carandang - Data Science
by Carlo Carandang
4y ago
Figure 1. Patient Similarity In a previous article, I wrote about three psychiatric uses cases that can be utilized now for AI applications. One of those use cases, on AI and Patient Similarity, I will now expand upon and write more about it in this article. As you recall from the previous article on Patient Similarity, a doctor usually utilizes case-based reasoning when encountering a patient. In other words, when a doctor meets with a patient, that doctor immediately compares this patient to other patients the doctor has treated in the past. That way, the doctor is able to determine which tr ..read more
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AI and Big Data in Psychiatry: Realistic Use Cases and the Future
Carlo Carandang - Data Science
by Carlo Carandang
4y ago
Psychiatrist Dr. Susan Calvin (Bridget Moyanahan) and Det. Del Spooner (Will Smith) with an AI robot named Sonny in I, Robot (2004 film) I have been a speaker at two major psychiatry conferences last year in Washington DC and Amelia Island FL, on the topic of AI and Big Data in psychiatry (see slide presentation below). What I found in speaking with conference attendees is that the psychiatrists and behavioral health researchers found it difficult to make the connection on how to implement AI into actual psychiatry use cases. In other words, what’s the point of even introducing AI to psychiatr ..read more
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2020 Blue Chip Ratio
Carlo Carandang - Data Science
by Carlo Carandang
4y ago
Figure 1. 2020 Blue Chip Ratio (analysis by Carlo Carandang) Here we are again, with the annual Blue Chip Ratio, which is the most important indicator of who will win the National Championship in college football. As you see in Figure 1 above, only 14 teams made it past the 50% mark, which historically gives you the winner of the National Championship. Once again, this annual list will give you the winner of the upcoming National Championship. For an explanation of the 2020 Blue Chip Ratio and how it is calculated, please click here. Figure 2. Raw data for calculating 2020 Blue Chip Ratio for ..read more
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