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Using Text Mining and Natural Language Processing Techniques pre- processed 50k tweets. Visualized the impact of hashtags on tweets sentiment using Seaborn. Applied machine learning models, calcula…
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NLP-on-10K-Documents Public
Forked from amruthraghav/NLP-on-10K-DocumentsThis projects helps scraping and analysing the 10K and 10Q documents filed by publicly traded companies to the SEC.
HTML UpdatedNov 3, 2020 -
Movie-Recommender-Engine Public
Created a movie recommender engine based on cosine similarity
Jupyter Notebook UpdatedOct 25, 2020 -
By using Networkx and ML algorithms created a model to predict whether or not employees in a given company are receiving a management position salary. Also predicted future connections between the …
Jupyter Notebook UpdatedOct 21, 2020 -
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Network-Connectivity Public
Importing and analyzing an internal email communication network between employees of a mid-sized manufacturing company. Each node represents an employee and each directed edge between two nodes rep…
Jupyter Notebook UpdatedOct 21, 2020 -
Spelling-Recommender Public
Created three different spelling recommenders, that each take a list of misspelled words and recommends a correctly spelled word for every word in the list. Each spelling recommender uses different…
Jupyter Notebook UpdatedOct 21, 2020 -
Regex-Assignment Public
The goal of this assignment is to correctly identify all of the different date variants encoded in this dataset and to properly normalize and sort the dates.
Jupyter Notebook UpdatedOct 21, 2020 -
Credit-card-fraud-detection Public
Applied SVC classifier and Logistic Regression classifier algorithm onto credit card transaction dataset to detect any fraud.
cross-validation logistic-regression svc-model matplotlib-pyplot grid-search-cross-validation dummy-classifierJupyter Notebook UpdatedOct 21, 2020 -
Applied Scikit learn Logistic Regression algorithm to predict whether a given blight ticket will be paid on time
Jupyter Notebook UpdatedOct 20, 2020 -
Hypothesis: University towns have their mean housing prices less effected by recessions. Performed a T-test to compare the ratio of the mean price of houses in university towns the quarter before t…
Jupyter Notebook UpdatedOct 20, 2020 -
Applied Scikit learn K-Nearest Neighbor classification algorithm to develop a model for Breast Cancer diagnosis
data-science machine-learning pandas-dataframe scikit-learn datavisualization knearest-neighbor-classifier cancer-detectionJupyter Notebook UpdatedOct 20, 2020 -
Applied Turicreate Linear Regression model on house sales dataset. Examined the effect of feature selections on model accuracy.
Jupyter Notebook UpdatedOct 20, 2020 -
Applied Turicreate's Nearest Neighbor Model to predict the similarity between any two documents taken from Wikipedia's People Dataset.
Jupyter Notebook UpdatedOct 20, 2020 -
Project-Report Public
This project's sole aim is to find out whether there exists any relationship between the World's University Ranking and the expenditure made by each country for their respective education system.
Jupyter Notebook UpdatedOct 19, 2020 -
Created a dynamic graph using matplotlib to better judge probabilistic data generated through the election dataset. A generated graph changes its colour w.r.t change in y-axis values.
Jupyter Notebook UpdatedOct 19, 2020 -
Analyzed the temperature variations of "Ann Arbor, Michigan, U.S." over 2005-2014 using NCEI Dataset.
Jupyter Notebook UpdatedOct 19, 2020 -
Basics of Pandas for Data Analysis on Census Data
Jupyter Notebook UpdatedAug 15, 2020 -
ProgrammingAssignment2 Public
Forked from rdpeng/ProgrammingAssignment2Repository for Programming Assignment 2 for R Programming on Coursera
R UpdatedJul 10, 2020 -
Long-Term-Stock-Price-Growth-Prediction-using-NLP-on-10-K-Financial-Reports Public template
Forked from deepak223098/Long-Term-Stock-Price-Growth-Prediction-using-NLP-on-10-K-Financial-ReportsA 10-K FInancial Report is a comprehensive report which must be filed annually by all publicly traded companies about its financial performance. These reports are filed to the US Securities Exchang…
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SEC-10K-item-1a-ML-Kmean-Clustering Public
Forked from Modosaki/SEC-10K-item-1a-ML-Kmean-ClusteringThis project was my final project for the UOFM data analytics certificate program used ML to cluster text files and validated those clusters using stock market data
Jupyter Notebook UpdatedMar 16, 2019 -
Sentiment-Analysis Public
Forked from RaghuveerRao/Sentiment-AnalysisExploratory sentiment analysis of a firm's management discussion from 10K annual SEC filing
Jupyter Notebook UpdatedOct 6, 2018