Pinned Repositories
Classification_and_Regression
1: Experiment with Gaussian Discriminators 2: Experiment with Linear Regression 3: Experiment with Ridge Regression 4: Using Gradient Descent for Ridge Regression Learning
Dynamo_Style_Fault_Tolerant_Key_Value_Storage
Android based Dynamo DB style fault tolerant key-value storage with features like partitioning, replication, failure handling to provide availability and linearizability guarantees.
Evaluation_of_IR_Models
The goal of this project is to implement various IR models, evaluate the IR system and improve the search result based on our understanding of the models, the implementation and the evaluation.
Handwritten_Digits_Classification
To implement a Multilayer Perceptron Neural Network and evaluate its performance in classifying handwritten digits. Using the same network, classify a face dataset and compare its performance of Neural Network vs Deep Neural Network using TensorFlow library
In_Memory_And_On_Disk_SQL_Engine
Implemented custom optimizations such as Query Rewriting, picking memory-aware Join algorithm, specific implementation based on data properties, etc. for TPC-H 1/3/5/10/12 benchmarks.
K-Means_Clustering_using_Hadoop
Single-node Hadoop cluster to implement MapReduce K-means and compare complexity with non-parallel K-means algorithms
Latent_Dirichlet_Allocation_Subtopic_Modelling
Latent Dirichlet Allocation Topic Sub-Modelling Using RStudio. The objective of this task is to ingest crawled tweets on a particular topic and then divide them into major sub-topics based on their relevance and frequency
Object_Oriented_Design-Bus_Transport_System
This is an Object Oriented Design project to develop a system depicting the management of a Transportation Services System. The entire environment is interdependent on each other and involves real time updates to add to the complexity. The main actors involved are a Central Control System, Drivers and Commuters. We intend to develop a transport system that aims at smooth functioning with zero inconvenience to commuters.
SupportVectorMachine_Classification
Implementing Logistic Regression to predict results and using the sklearn library from SVM to perform classification
Topic_Summarization_Search_Engine
Full-scale search engine consisting of a front-end website(JavaScript) along with Apache Solr back-end which is used to index Tweets. Used LDA subtopic modelling, Wiki and Pixabay API's to create a dynamic summary of the input search query.
JunaidAShaikh's Repositories
JunaidAShaikh/Evaluation_of_IR_Models
The goal of this project is to implement various IR models, evaluate the IR system and improve the search result based on our understanding of the models, the implementation and the evaluation.
JunaidAShaikh/Classification_and_Regression
1: Experiment with Gaussian Discriminators 2: Experiment with Linear Regression 3: Experiment with Ridge Regression 4: Using Gradient Descent for Ridge Regression Learning
JunaidAShaikh/K-Means_Clustering_using_Hadoop
Single-node Hadoop cluster to implement MapReduce K-means and compare complexity with non-parallel K-means algorithms
JunaidAShaikh/Object_Oriented_Design-Bus_Transport_System
This is an Object Oriented Design project to develop a system depicting the management of a Transportation Services System. The entire environment is interdependent on each other and involves real time updates to add to the complexity. The main actors involved are a Central Control System, Drivers and Commuters. We intend to develop a transport system that aims at smooth functioning with zero inconvenience to commuters.
JunaidAShaikh/SupportVectorMachine_Classification
Implementing Logistic Regression to predict results and using the sklearn library from SVM to perform classification
JunaidAShaikh/Apriori_and_Association_Rule_Generation_Algorithm
JunaidAShaikh/Dynamo_Style_Fault_Tolerant_Key_Value_Storage
Android based Dynamo DB style fault tolerant key-value storage with features like partitioning, replication, failure handling to provide availability and linearizability guarantees.
JunaidAShaikh/Handwritten_Digits_Classification
To implement a Multilayer Perceptron Neural Network and evaluate its performance in classifying handwritten digits. Using the same network, classify a face dataset and compare its performance of Neural Network vs Deep Neural Network using TensorFlow library
JunaidAShaikh/In_Memory_And_On_Disk_SQL_Engine
Implemented custom optimizations such as Query Rewriting, picking memory-aware Join algorithm, specific implementation based on data properties, etc. for TPC-H 1/3/5/10/12 benchmarks.
JunaidAShaikh/Latent_Dirichlet_Allocation_Subtopic_Modelling
Latent Dirichlet Allocation Topic Sub-Modelling Using RStudio. The objective of this task is to ingest crawled tweets on a particular topic and then divide them into major sub-topics based on their relevance and frequency
JunaidAShaikh/Multithread_Web_Server
A multi-thread web server serving multiple http requests in FCFS/Shortest Job First orders.
JunaidAShaikh/Topic_Summarization_Search_Engine
Full-scale search engine consisting of a front-end website(JavaScript) along with Apache Solr back-end which is used to index Tweets. Used LDA subtopic modelling, Wiki and Pixabay API's to create a dynamic summary of the input search query.
JunaidAShaikh/Boolean_Query_and_Inverted_Index
To implement two strategies to return boolean query results: term-at-a-time and document-at-a-time.
JunaidAShaikh/Clustering_Algorithms
JunaidAShaikh/GroupMessenger_Total_and_FIFO_Guarantees
A distributed system using Android application to allow a group of devices to pass messages within the group while preserving Total and FIFO even in case of failures
JunaidAShaikh/JunaidAShaikh.github.io
Summary Jack
JunaidAShaikh/K-d_Tree_Simplified
JunaidAShaikh/Principal_Component_Analysis
JunaidAShaikh/SimpleMessenger_CSE586
Android application to enable two android devices to share messages with each other
JunaidAShaikh/Tweet_Crawler
A crawler using the Twitter Search API to collect tweets on various topics in different languages
JunaidAShaikh/weatherapi
A weather api which provides weather statistics for different cities