These are the 10 most important machine learning algorithms that you need to master to break into the field:
• Linear regression - https://lnkd.in/gZsqvir
• Logistic regression - https://lnkd.in/guQ9upd
• SVM - https://lnkd.in/g3NxzjC
• Random forest - https://lnkd.in/gMrNiRR
• Gradient boosting - https://lnkd.in/ggmktnB
• PCA - https://lnkd.in/gj_f4mp
• K-means clustering - https://lnkd.in/g9FZFfk
• Collaborative filtering - https://lnkd.in/gtE5HRB
• kNN - https://lnkd.in/gUvEqsR
• ARIMA - https://lnkd.in/grwBJNd
Saturday, February 24, 2018
Sunday, February 11, 2018
Google Secret URLs!
Your passwords! passwords.google.com
Your data! google.com/takeout
Your location history (scary)! google.com/maps/timeline
Your search history! history.google.com
Your mobile devices (android)! google.com/android/devicemanager
Thursday, January 11, 2018
101 most used websites on the WWW
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Friday, November 24, 2017
Thursday, October 26, 2017
HL7 Resources
HL7 Resources
CCD-Continuity of Care DocumentD-MIM-Domain Message Information ModelFHIR ResourcesgreenCDA – DefinitionHappy Birthday, HL7!Health Level Seven (HL7)HL7 Acknowledgement (ACK)HL7 ADT–Admit Discharge TransferHL7 Batch File ProtocolHL7 CardinalityHL7 CDA–Clinical Document ArchitectureHL7 Data TypesHL7 DFT-Detail Financial TransactionHL7 Encoding CharactersHL7 Escape SequencesHL7 EVN (Event Type) SegmentHL7 FHIR ExtensionsHL7 FHIR ManifestoHL7 IN1 (Insurance) SegmentHL7 InterfaceHL7 MDM Message–Medical Document ManagementHL7 MessagesHL7 MSH – Message HeaderHL7 NK1 (Next of Kin/Associate Parties) SegmentHL7 NTE (Notes and Comments) SegmentHL7 OBR Segment – Observation RequestHL7 OBX – Observation SegmentHL7 ORM–Order MessageHL7 ORU – HL7 Result Message (Observation Result)HL7 PID (Patient Identification) SegmentHL7 PV1 (Patient Visit Information) SegmentHL7 Quality Reporting Document Architecture (QRDA)HL7 RDE Message–Pharmacy/Treatment Encoded Order MessageHL7 SegmentsHL7 Separator Character CodesHL7 SIU Message – Scheduling Information UnsolicitedHL7 Z-SegmentsMIME – Multipurpose Internet Mail ExtensionsMLP – Minimum Layer ProtocolR-MIM-Refined Message Information Models
Ref: https://corepointhealth.com/resource-center/hl7-resources
Tuesday, September 12, 2017
Tuesday, July 18, 2017
Thursday, July 13, 2017
HL 7 History
HL7 International considers the following standards to be its primary standards:
- Version 2.x Messaging Standard – an interoperability specification for health and medical transactions (1989)
- Version 3 Messaging Standard – an interoperability specification for health and medical transactions (2005)
- Clinical Document Architecture (CDA) – an exchange model for clinical documents, based on HL7 Version 3
- Continuity of Care Document (CCD) – a US specification for the exchange of medical summaries, based on CDA.
- Structured Product Labeling (SPL) – the published information that accompanies a medicine, based on HL7 Version 3
- Clinical Context Object Workgroup (CCOW) – an interoperability specification for the visual integration of user applications
- Fast Healthcare Interoperability Resources (FHIR) – a draft standard for the exchange of resources (2015)
ref: https://en.wikipedia.org/wiki/Fast_Healthcare_Interoperability_Resources
Sunday, July 9, 2017
Monday, June 26, 2017
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