Pinned Repositories
Amazon-Fine-Food-Reviews
Given a review, determine whether the review is positive (Rating of 4 or 5) or negative (rating of 1 or 2).
Apriori-Recommendation-on-Market-Basket-Optimization
Correcting-paragraphs-of-spoken-english-to-written-english
Created a reusable library that can convert a paragraph of spoken english to written english. For example, "two dollars" should be converted to $2. Abbreviations spoken as "C M" or "Triple A" should be written as "CM" and "AAA" respectively.
CryptocurrencyPrediction
Predicting the cryptocurrency using the Ensemble models
Human-Activity-Recognition-using-smarttphone-data
This project is to build a model that predicts the human activities such as Walking, Walking_Upstairs, Walking_Downstairs, Sitting, Standing or Laying. This dataset is collected from 30 persons(referred as subjects in this dataset), performing different activities with a smartphone to their waists. The data is recorded with the help of sensors (accelerometer and Gyroscope) in that smartphone. This experiment was video recorded to label the data manually.
Netflix-Movie-Recommender-system
<p> Netflix is all about connecting people to the movies they love. To help customers find those movies, they developed world-class movie recommendation system: CinematchSM. Its job is to predict whether someone will enjoy a movie based on how much they liked or disliked other movies. Netflix use those predictions to make personal movie recommendations based on each customer’s unique tastes. And while <b>Cinematch</b> is doing pretty well, it can always be made better. </p> <p>Now there are a lot of interesting alternative approaches to how Cinematch works that netflix haven’t tried. Some are described in the literature, some aren’t. We’re curious whether any of these can beat Cinematch by making better predictions. Because, frankly, if there is a much better approach it could make a big difference to our customers and our business.</p>
Personalized-medicine-cancer-treatment
Here we develop a Machine Learning algorithm that, using this knowledge base as a baseline, automatically classifies genetic variations.
Recommender-System
Here focus on providing a basic recommendation system by suggesting items that are most similar to a particular item, in this case, movies. Keep in mind, this is not a true robust recommendation system, to describe it more accurately,it just tells you what movies/items are most similar to your movie choice.
Stock-Prediction
datapoints: ['Close', 'Volume', 'volume_change', 'volume_score', 'bullish', 'bearish'] the goal is to predict the 'Close' using any combination of the other data points.
The-Apparel-Recommendation-Engine
Recommending Clothes
mushtaqpatel0505's Repositories
mushtaqpatel0505/Stock-Prediction
datapoints: ['Close', 'Volume', 'volume_change', 'volume_score', 'bullish', 'bearish'] the goal is to predict the 'Close' using any combination of the other data points.
mushtaqpatel0505/Amazon-Fine-Food-Reviews
Given a review, determine whether the review is positive (Rating of 4 or 5) or negative (rating of 1 or 2).
mushtaqpatel0505/Apriori-Recommendation-on-Market-Basket-Optimization
mushtaqpatel0505/Correcting-paragraphs-of-spoken-english-to-written-english
Created a reusable library that can convert a paragraph of spoken english to written english. For example, "two dollars" should be converted to $2. Abbreviations spoken as "C M" or "Triple A" should be written as "CM" and "AAA" respectively.
mushtaqpatel0505/CryptocurrencyPrediction
Predicting the cryptocurrency using the Ensemble models
mushtaqpatel0505/Human-Activity-Recognition-using-smarttphone-data
This project is to build a model that predicts the human activities such as Walking, Walking_Upstairs, Walking_Downstairs, Sitting, Standing or Laying. This dataset is collected from 30 persons(referred as subjects in this dataset), performing different activities with a smartphone to their waists. The data is recorded with the help of sensors (accelerometer and Gyroscope) in that smartphone. This experiment was video recorded to label the data manually.
mushtaqpatel0505/Netflix-Movie-Recommender-system
<p> Netflix is all about connecting people to the movies they love. To help customers find those movies, they developed world-class movie recommendation system: CinematchSM. Its job is to predict whether someone will enjoy a movie based on how much they liked or disliked other movies. Netflix use those predictions to make personal movie recommendations based on each customer’s unique tastes. And while <b>Cinematch</b> is doing pretty well, it can always be made better. </p> <p>Now there are a lot of interesting alternative approaches to how Cinematch works that netflix haven’t tried. Some are described in the literature, some aren’t. We’re curious whether any of these can beat Cinematch by making better predictions. Because, frankly, if there is a much better approach it could make a big difference to our customers and our business.</p>
mushtaqpatel0505/Personalized-medicine-cancer-treatment
Here we develop a Machine Learning algorithm that, using this knowledge base as a baseline, automatically classifies genetic variations.
mushtaqpatel0505/Recommender-System
Here focus on providing a basic recommendation system by suggesting items that are most similar to a particular item, in this case, movies. Keep in mind, this is not a true robust recommendation system, to describe it more accurately,it just tells you what movies/items are most similar to your movie choice.
mushtaqpatel0505/The-Apparel-Recommendation-Engine
Recommending Clothes
mushtaqpatel0505/DR.-SEMMELWEIS-AND-THE-DISCOVERY-OF-HANDWASHING
This is Dr. Ignaz Semmelweis, a Hungarian physician born in 1818 and active at the Vienna General Hospital. If Dr. Semmelweis looks troubled it's probably because he's thinking about childbed fever: A deadly disease affecting women that just have given birth. He is thinking about it because in the early 1840s at the Vienna General Hospital as many as 10% of the women giving birth die from it. He is thinking about it because he knows the cause of childbed fever: It's the contaminated hands of the doctors delivering the babies. And they won't listen to him and wash their hands! In this notebook, we're going to reanalyze the data that made Semmelweis discover the importance of handwashing. Let's start by looking at the data that made Semmelweis realize that something was wrong with the procedures at Vienna General Hospital.
mushtaqpatel0505/EDA-of-BUPA-Liver-Disorder
mushtaqpatel0505/EDA-of-Haberman-s-survival-dataset
mushtaqpatel0505/EDA-of-IRIS-Flower-dataset
Toy Dataset: Iris Dataset: [https://en.wikipedia.org/wiki/Iris_flower_data_set] A simple dataset to learn the basics. 3 flowers of Iris species. [see images on wikipedia link above] 1936 by Ronald Fisher. Petal and Sepal: http://terpconnect.umd.edu/~petersd/666/html/iris_with_labels.jpg
mushtaqpatel0505/HackerRank_Solution
Solving HackerRank Problems
mushtaqpatel0505/Implementation-of-SGD-for-Linear-Regression
Explicitly implemented linear regression using optimization algorithm(sgd) in python.
mushtaqpatel0505/Kmean-on-Mall-Customer-data
mushtaqpatel0505/link-prediction-in-social-network
Currently with the rapid development, online social network has been a part of people’s life. A lot of sociology, biology, and information systems can use the network to describe, in which nodes represent individual and edges represent the relationships between individuals or the interaction between individuals. Link prediction not only can be used in the field of social network but can also be applied in other fields. As in bioinformatics, link prediction can be used to discover interactions between proteins, in the field of electronic commerce, link prediction can be used to create the recommendation system and in the security field, link prediction can help to find the hidden terrorist criminal gangs . Link prediction is closely related to many areas.
mushtaqpatel0505/machine-learning-practice
mushtaqpatel0505/Organic-chemical-compound-classification
classify either ‘Musk’ or ‘Non-Musk’ compounds.
mushtaqpatel0505/revenue_prediction5
mushtaqpatel0505/Top_Prediction