ThachNgocTran
I'm a software engineer, major in Communication and Computer Security, with experience in Big Data technologies and background in Data Science.
iATROS GmbHMunich, Germany
Pinned Repositories
ApacheSparkRDDPersist
Benchmark the RDD with and without using persist().
AutomaticWebsiteBooking
A tool that helps automate the checking of availability and the booking. It's website-specific.
CodingPractice
Practicing coding small puzzles in a variety of programming languages.
ConnectionHandler
Connection Handler for clients toward a variety of servers (Amazon S3, Amazon DynamoDB, MongoDB, RServe, SQL Server, ElasticSearch)
ExtractExcelDataInParallel
A small script to extract Excel Data in parallel into Dataframes, using xlwings and Python's multiprocessing.
GetSystemInfo
A quick way to get common system information
HyperLogLogInApacheHive
Integrate HyperLogLog into Apache Hive under the form of User-Defined Aggregate Function (UDAF). Written in JAVA.
KatzBackOffModelImplementationInR
Katz's Backoff Model implementation in R
PredictLiverPatientWithRandomForestAndLogisticRegression
Predict Liver Patient With Random Forest And Logistic Regression. Written in Python (with Scikit, Pandas, Seaborn).
YelpDataset2Neo4j
Yelp Dataset is imported into Neo4j's Graph Database.
ThachNgocTran's Repositories
ThachNgocTran/YelpDataset2Neo4j
Yelp Dataset is imported into Neo4j's Graph Database.
ThachNgocTran/AutomaticWebsiteBooking
A tool that helps automate the checking of availability and the booking. It's website-specific.
ThachNgocTran/PredictLiverPatientWithRandomForestAndLogisticRegression
Predict Liver Patient With Random Forest And Logistic Regression. Written in Python (with Scikit, Pandas, Seaborn).
ThachNgocTran/ExtractExcelDataInParallel
A small script to extract Excel Data in parallel into Dataframes, using xlwings and Python's multiprocessing.
ThachNgocTran/GetSystemInfo
A quick way to get common system information
ThachNgocTran/ApacheSparkRDDPersist
Benchmark the RDD with and without using persist().
ThachNgocTran/CodingPractice
Practicing coding small puzzles in a variety of programming languages.
ThachNgocTran/ConnectionHandler
Connection Handler for clients toward a variety of servers (Amazon S3, Amazon DynamoDB, MongoDB, RServe, SQL Server, ElasticSearch)
ThachNgocTran/data-science-from-scratch
code for Data Science From Scratch book
ThachNgocTran/DataToOrFromTFRecord
Transform (raw) data to/from TFRecord files.
ThachNgocTran/ElasticSearch_Notes
Notes on my experience with ElasticSearch. Serve as a reminder just in case I forgot something (especially some syntax).
ThachNgocTran/FinancialDistressPrediction
A dataset from Kaggle, used to predict Financial Distress of a person, given their history.
ThachNgocTran/graph-data-science
Source code for the Neo4j Graph Data Science library of graph algorithms.
ThachNgocTran/GraphLoader
A client-side graph loader for visualization purposes.
ThachNgocTran/K_Means_Clustering
K-Means Clustering with Spark and R
ThachNgocTran/MongoDB_Full_Outer_Join
A workaround for FULL OUTER JOIN in MongoDB. This is not a general utility/function!
ThachNgocTran/MongoDB_Notes
Notes on my experience with MongoDB. Serve as a reminder just in case I forgot something.
ThachNgocTran/MonsterBattle
A little game of monsters moving randomly in an imaginable world, fighting each other to death whenever encountering, ruining the cities where they fought.
ThachNgocTran/MyASPCoreFSharpServer
Simple Restful API Server, written with F# and ASP.NET Core 2
ThachNgocTran/MyJettyJerseyServer
My attempt to create a HTTP server (Jetty) with Restful support (Jersey). Thanks to the Internet. :)
ThachNgocTran/MyTestRepo
ThachNgocTran/PostgreSQL_Notes
Notes on my experience with PostgreSQL. Serve as a reminder just in case I forgot something.
ThachNgocTran/RandomForest_DecisionTree
Decision Tree and Random Forest in different programming languages.
ThachNgocTran/RandomForestWithApacheSparkInAmazonEMR
Random Forest (MLlib) with Apache Spark in Amazon EMR. Written in Scala.
ThachNgocTran/rename_photo_based_on_taken_dates
Merge multiple photo folders into one, sort/rename photos based on taken dates.
ThachNgocTran/SparkStreamingHtmlParser
Using Spark Streaming, visit multiple websites; for each site, extract text within one HTML tag based on ID.
ThachNgocTran/SparkStreamingWithTwitter
In Spark Summit 2014, there was a hand-on exercise on Streaming with Twitter. Now I am reproducing this exercise using the latest versions.
ThachNgocTran/SubsetRemover
A small tool to remove subsets in the list of sets.
ThachNgocTran/ThachNgocTran.github.io
ThachNgocTran/webExtractor
Using JSOUP/Java, extract data of some web pages.