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This repository contains hands-on projects from the course Algorithm of Data-Guided Business Intelligence

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HW Bayesian Parameter Estimation
HW Bayesian Parameter Estimation
 
 
HW GLM Logistic Regression
HW GLM Logistic Regression
 
 
HW Logistic Regression using SGD
HW Logistic Regression using SGD
 
 
PROJECT Attributed Graph Compunity Detection
PROJECT Attributed Graph Compunity Detection
 
 
PROJECT Bitcoin Prcie Prediction Project
PROJECT Bitcoin Prcie Prediction Project
 
 
PROJECT Causal Network Inference
PROJECT Causal Network Inference
 
 
PROJECT DNN Architectures for Defect Detection
PROJECT DNN Architectures for Defect Detection
 
 
PROJECT Data Wrangling
PROJECT Data Wrangling
 
 
PROJECT Graph Embedding Recommender Systems
PROJECT Graph Embedding Recommender Systems
 
 
PROJECT Modeling with LDA Codes, Data
PROJECT Modeling with LDA Codes, Data
 
 
PROJECT Network Properties with Apache Spark
PROJECT Network Properties with Apache Spark
 
 
PROJECT Online Bipartite Graph Matching
PROJECT Online Bipartite Graph Matching
 
 
PROJECT Recommender System using ALS with Apache Spark
PROJECT Recommender System using ALS with Apache Spark
 
 
PROJECT Sentiment Analysis with Apache Spark
PROJECT Sentiment Analysis with Apache Spark
 
 
PROJECT Word2Vec and Doc2Vec Sentiment Analysis
PROJECT Word2Vec and Doc2Vec Sentiment Analysis
 
 
.gitignore
.gitignore
 
 
README.md
README.md
 
 

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Data-Guided-Business-Intelligence

This repository contains hands-on projects from the course Algorithm of Data-Guided Business Intelligence.

Data Wrangling

Apache Spark with Data Analysis

Generalized Linear Models and Bayesian Reasoning

Graph Data Mining

Deep Nerual Network

Topic Modeling

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This repository contains hands-on projects from the course Algorithm of Data-Guided Business Intelligence

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apache-spark community-detection topic-modeling logistic-regression recommender-system bayesian-inference

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