InnovateTheExisting

InnovateTheExisting

Geek Repo

Company:Peking University

Location:China

Home Page:https://www.linkedin.com/in/need-zhao-3a13532b

Twitter:@NeedZhao

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InnovateTheExisting's starred repositories

Azure-in-bullet-points

☁️ Azure summary in bullet points

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Community-Policy

This repo is for Microsoft Azure customers and Microsoft teams to collaborate in making custom policies.

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Cyber-Attack-Attribution-with-Machine-Learning

Cyber attack attribution is the process of attempting to trace back a piece of code or malware to a perpetrator of a cyberattack. As cyber attacks have become more prevalent, cyber attack attribution becomes more valuable. The process of cyber attack attribution can be done using reverse engineering. From the metadata of the malware executable file, we can gather data such as date of creation, variable names used, and what library calls are imported. This information can be used as features for attribution analysis. We need to extract the features from malware that can be used for attribution and analyse them using some technique to attribute the attacks.

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Brain-Tumor-Detection-with-Deep-Learning

In this project there was application of Deep Learning to detect brain tumors from MRI Scan images using Residual Network and Convoluted Neural Networks. This automatic detection of brain tumors can improve the speed and accuracy of detecting and localizing brain tumors based on MRI scans. This would drastically reduce the cost of cancer diagnosis and help in early detection of tumors without any human involvement and would essentially be a life saver. We have also compared the accuracy of results obtained by using two different models - ResNet50 and ResNet18 and used Transfer Learning to tune or freeze weights to evaluate what gives best result.There are 3929 brain MRI scans which are either positive or negative cases of brain tumor. Models were built using ResNet50 and ResNet18 and evaluated their performance in detecting positive or negative cases of brain tumors.

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Real-Time-Streaming-Data-Pipeline-and-Dashboard

Building Real Time Data Pipeline using Apache Kafka, Apache Spark, Hadoop, PostgreSQL, Django and Flexomonster on Docker to track status of Servers in the Data Center across the Globe.

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StackExchange.Redis

General purpose redis client

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Big_Data_Assignments

Usage of Apache Hadoop, Spark and Kafka.

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Big-Data-Management-Analytics-Project

Final Project for CS 6350.001 - Large Scale Data Collection and preprocessing in Spark

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Bigdata-Management-and-Analytics

CS 6350 Big Data Analytics and Management (Graduate Level) Spring 2020

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CS6350-Big-Data-Management-and-Analytics

Course project for Big Data Management and Analytics taught by Anurag Nagar at UT Dallas.

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CS6360_Project

CS6360_Project

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Data-Engineer-Nanodegree

This repository contains projects from udacity Data Engineer Nanodegree program

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udacity-data-engineering-capstone

Capstone Project for Udacity Data Engineering Nanodegree

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JP-Morgan-Virtual-Internship

This Repository Contains all my Work done during JP Morgan Virtual Internship Experience.

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JPMorgan_Virtual_Internship_2020

This repository contains various tasks given by JPMorgan Chase & Co. Software Engineering Virtual Internship, the pathch files and my certificate of completion.

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Software-Engineering-Virtual-Experience-insidesherpa

JPMorgan organised a software virtual experience through the InsideSherpa. Over the period of April 2020 to May 2020, I have completed practical task modules in: 1.Establishing Financial Data Feeds 2.Frontend Web Development 3.Data Visualization with Perspective

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Software-Engineering-VirtualExperience

JPMorgan Chase & Co. | InsideSherpa

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JPMC-insidesherpa

This repository contains the submitted patch files.Virtual Engineering Experience By JP Morgan Chase & Co.

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InsideSherpa

JPMorgan Chase & co.

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VR-FPS

First person shooter game in virtual reality created using unity

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