Daniel Schmidt

Daniel Schmidt Email and Phone Number

Associate Professor @ Monash University
Melbourne, VIC, AU
Daniel Schmidt's Location
Greater Melbourne Area, Australia
Daniel Schmidt's Contact Details

Daniel Schmidt work email

Daniel Schmidt personal email

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About Daniel Schmidt

For the past 15 years statistics, data science and machine learning have been my major interest in life. There is a real excitement to developing methods that discover relationships and properties hidden in seemingly impenetrable data.My particular passion is the Bayesian approach to statistics. I strongly believe that data science methods should be illuminating, rather than simply black-boxes, and I tend to focus on developing improved ways of learning interpretable models. However, I understand the value and importance of good predictions and am always looking for the best tools for any problem at hand.I am strongly committed to teaching in both academia and industry. I believe it is important to pass on the knowledge I have accumulated to the next generation of data scientists; as such I currently lecture two data science units at Monash University that I developed myself, as well as mentor a number of honours and postgraduate students.I have extensive experience in the development and application of novel statistical methodology and machine learning tools. I have written a number of statistical/machine learning packages and used these in the analysis of genetic/medical/biological data.Expertise:- Machine learning, high dimensional statistics, prediction- Bayesian statistics, MCMC, information theory- Time series analysis, signal processing- Programming: MATLAB, C++, R

Daniel Schmidt's Current Company Details
Monash University

Monash University

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Associate Professor
Melbourne, VIC, AU
Daniel Schmidt Work Experience Details
  • Monash University
    Associate Professor
    Monash University
    Melbourne, Vic, Au
  • Monash University
    Senior Lecturer (Data Science) And Group Lead, Machine Learning & Deep Learning
    Monash University Mar 2018 - Present
    Clayton Campus
    - Development of novel statistical/machine learning methodology- Teaching data science (undergraduate/masters level)- Building collaborations with external organisations
  • University Of Melbourne
    Senior Research Fellow - Statistician
    University Of Melbourne Mar 2009 - Feb 2018
    - Developing and implementing novel statistical methodology- Analysis of ultra high dimensional data- Writing scientific papers- Steering and managing large research projects- Building collaborations with external organisations
  • Monash University
    Research Fellow
    Monash University Mar 2008 - Mar 2009
    - Development of statistical user models for personalization- Preparation of manuscripts
  • Monash University
    Statistical Consultant
    Monash University 2007 - 2008
    Consultant for the Department of Primary Industries, Queensland: I developed a high dimensional model of spread of the invasive Red Imported Fire Ant. This was used to guide eradication programs and evaluate and optimise potential eradication strategies.

Daniel Schmidt Skills

Machine Learning Data Mining Statistics Science Qualitative Research Matlab Bayesian Statistics Time Series Analysis Molecular Biology R Scientific Writing Analytical Methods Development Bioinformatics Biochemistry Cell Culture Lifesciences Cell Biology Signal Processing High Performance Computing Genetics High Dimensional Statistics Information Theory Pcr Microscopy Parallel Computing Life Sciences Neural Networks

Daniel Schmidt Education Details

Frequently Asked Questions about Daniel Schmidt

What company does Daniel Schmidt work for?

Daniel Schmidt works for Monash University

What is Daniel Schmidt's role at the current company?

Daniel Schmidt's current role is Associate Professor.

What is Daniel Schmidt's email address?

Daniel Schmidt's email address is ds****@****.edu.au

What schools did Daniel Schmidt attend?

Daniel Schmidt attended Monash University, Monash University, Melbourne High School.

What are some of Daniel Schmidt's interests?

Daniel Schmidt has interest in Science And Technology, Education.

What skills is Daniel Schmidt known for?

Daniel Schmidt has skills like Machine Learning, Data Mining, Statistics, Science, Qualitative Research, Matlab, Bayesian Statistics, Time Series Analysis, Molecular Biology, R, Scientific Writing, Analytical Methods Development.

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