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Building High-Performance Financial Analytics Pipelines with Polars: Lazy Evaluation, Advanced Expressions, and SQL Integration
Building High-Performance Financial Analytics Pipelines with Polars: Lazy Evaluation, Advanced Expressions, and SQL Integration This tutorial explores the creation of an advanced data analytics pipeline using Polars, a high-performance DataFrame library ideal for handling large-scale financial datasets. Our primary objective is to illustrate how to effectively leverage Polars’ lazy evaluation, complex expressions, window functions, and… →
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From Fine-Tuning to Prompt Engineering: Theory and Practice for Efficient Transformer Adaptation
«`html From Fine-Tuning to Prompt Engineering: Theory and Practice for Efficient Transformer Adaptation Understanding the Target Audience The target audience for this topic primarily consists of AI researchers, data scientists, and business managers interested in the practical applications of transformer models. Their pain points include the high computational costs associated with fine-tuning large models and… →
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GTM 151: AI-First GTM, Lean Teams, & Customer Obsession with Dennis Lyandres
The GTM Podcast is available on any major directory, including: Apple Podcasts Spotify YouTube Dennis Lyandres is an Advisor with ICONiQ and a Board Member of Speedchain and CaptivateIQ. Dennis amassed incredible insights through his experience as the Chief Revenue Officer of Procore, where he helped grow the company from $10M to $900M+ in revenue… →
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In-home Tele-assessment for Autism in Toddlers: Validity, Reliability, and Caregiver Satisfaction with the TELE-ASD-PEDS
CONCLUSION: In-home use of the TAP is valid, reliable, feasible, and acceptable to caregivers. Findings support the continued use of telehealth assessment for autism in toddlers, which can reduce disparities in access to timely diagnostic services. →
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Erenumab for Chronic Cluster Headache: A Randomized Clinical Trial
CONCLUSIONS AND RELEVANCE: In this clinical trial of patients with CCH, blockade of the CGRP receptor with erenumab was not successful in the prophylaxis of attacks. Future studies should revisit the role of CGRP in CCH. →
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Multicenter clinical trial for the treatment of obstructive sleep apnea with a non-permanent orthodontic intraoral device in children
CONCLUSION: Participants showed objective and subjective OSA improvement, and all demonstrated maxillary expansion. Seventy-nine percent of participants showed AHI improvement, with 61.7% improving by 50% or more, and 17% resolved their OSA. Seventy-seven percent with moderate or severe OSA improved by 50%, while 93% with severe OSA achieved this milestone. This is the first study… →
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Lifestyle modification intervention among pregnant women with hypertension based on the self-determination theory using M-Health
CONCLUSION: The M-Health intervention led to improvements in lifestyle factors and self-determination constructs, with the exception of relatedness, which may be attributed to the limited features of the app. Although blood pressure did not change significantly, the reduction in systolic pressure could still be clinically meaningful. M-Health interventions grounded in self-determination theory show promise for… →
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Intranasal dexmedetomidine versus intranasal midazolam as a standard of care for pediatric patients undergoing transcatheter perimembranous ventricular septal defect (VSD) closure: a randomized controlled trial
CONCLUSIONS: Pediatric patients were successfully and effectively sedated with both intranasal dexmedetomidine and intranasal midazolam, with stable hemodynamics and oxygen saturation. →
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Clinical effect of Shugan Jieyu San for improving liver function and alleviating depression in patients with triple negative breast cancer
CONCLUSIONS: This TCM showed promising results in reducing depressive symptoms and improving daily abilities in patients with TNBC and comorbid depression, which was verified by the increase in serum levels of dopamine and serotonin, suggesting the potential involvement of these neurotransmitters in the therapeutic effects of this TCM. →
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Safety and efficacy of a novel intense pulsed light system in patients with meibomian gland dysfunction: a randomized, double-masked, intra-individual controlled study
CONCLUSION: To our knowledge this is the first prospective evaluation of a novel IPL device. There was a significant amelioration of subjective complaints and a tendency towards better expressibility in both study and control eyes. An intra-individual design might compound the individual analysis of either eyes in studies investigating IPL. →
