Yuan Du
Yuan Du
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Machine Learning
Mutational profiling of myeloid neoplasms associated genes may aid the diagnosis of acute myeloid leukemia with myelodysplasia-related changes
James Yu
,
Yuan Du
,
Anum Jalil
,
Zohaib Ahmed
,
Shahram Mori
,
Rushang Patel
,
Juan Carlos Varela
,
Chung-Che Chang
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Learning To Rank (LTR)
Previously, in the post Loss Functions in Machine Learning and LTR we disscussed about how loss functions were used in ML and briefly mentioned LTR. Here I’ll discuss about LTR.
Last updated on Jul 31, 2022
2 min read
Statistics
,
Machine Learning
,
Data Science
,
Deep Learning
Loss Functions in Machine Learning and LTR
Previously, decision theory was disscussed and an important part of is to evaluate a decision rule for decision making. Since the risk is the average loss \(L(\theta,d)\), different loss functions were used in Machine Learning models.
Aug 10, 2022
3 min read
Statistics
,
Machine Learning
,
Data Science
,
Deep Learning
Kaggle Instant Gratification Competition Project
Target (binary) Classification predication.
Research Experience - Comparing Statistics vs Machine Learning
There are so many terms regarding the field of Statistics and Data Science. We often heard Statistics, Data Mining, Machine Learning, Big Data, etc. It especially confuses people that’s in a different field.
Last updated on Jul 31, 2022
5 min read
Statistics
,
Machine Learning
,
Data Science
Bayesian Analysis
Bayesian approach becomes more and more popular because of the improvement of the mordern computing ability for machine learning and big data. Bayesian analysis is a completely different approach compared to frequentist approach.
Last updated on Jul 31, 2022
2 min read
Statistics
,
R
Customer Churn Project - 1st Place winner
Data Analytics Competition using customers information and historical transaction activities to predict if a customer is about to churn.
Awesome data science presentations and tools
Recently, I discovered a few pretty cool tools, R-based and easy to follow. R Presentation Themes Why uses R presentation? Take advantage of R Markdown .
Last updated on Jul 31, 2022
1 min read
R
,
Tools
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