Hi there, I am Julian
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A list of all the posts and pages found on the site. For you robots out there is an XML version available for digesting as well.
Pages
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Posts
Importing bulk data into neo4j - an efficiency analysis
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This article presents an efficiency analysis on importing bulk data into neo4j (a graph database).
ML: Neural Network and Deep learning
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Machine Learning: An article explores neural network/. The goal of a feedforward network is to approximate some functionf∗. For example,for a classifier,y=f∗(x) maps an inputxto a categoryy. A feedforward networkdefines a mappingy=f(x;θ) and learns the value of the parametersθthat resultin the best function approximation.
ML: Gradient Descent
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Machine Learning: An article explores gradient descent.
ML: Support Vector Machine
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Machine Learning: An article explores support vector machine.
ML: Linear Regression from scratch
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Machine Learning: An article explores linear regression.
ML: Reinforcement from scratch
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Machine Learning: An article explores reinforcement learning.
ML: K-Means Clustering and Gaussian Mixture Model
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Machine Learning: An article explores K-Mean clustering and gaussian mixture model.
ML: Decision trees from scratch
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Machine Learning: An article explores decision trees and its evaluation.
DS: Trees
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Data Structure: A review article on some concept of trees. *This is a series of articles on basic data structures*
portfolio
Alaska - The Last Frontier
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Yale
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publications
talks
Talk 1 on Relevant Topic in Your Field
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This is a description of your talk, which is a markdown files that can be all markdown-ified like any other post. Yay markdown!
Conference Proceeding talk 3 on Relevant Topic in Your Field
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This is a description of your conference proceedings talk, note the different field in type. You can put anything in this field.
teaching
Teaching Python at the workshop: Quantitative Approaches in Earth Sciences
Workshop, University of Electronic Science and Technology, China, 2017
Teaching Python in the 7-days workshop (200+ students) “Quantitative Approaches in Earth Sciences” in Chengdu, China.
Teaching at Northwestern
5 Courses, Northwestern University, 2020
Read testimonials from students. 