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roshancyriacmathew / Wine-Quality-Prediction-using-Machine-Learning

Star 1

This project is about creating a machine learning algorithm that can predict the quality of wine based on the given dataset. Different machine learning algorithms such as logistic regression, decision tree and random forest are used in this project.

python machine-learning random-forest machine-learning-algorithms regression logistic-regression decision-trees machinelearningprojects python-projects the-ai-and-ds-channel
  • Updated Feb 9, 2022
  • Jupyter Notebook

roshancyriacmathew / House-value-prediction-using-machine-learning-

Star 5

This project is about creating a machine learning model that can predict the house value based on the given dataset. We use different machine learning algorithms such as linear regression, decision tree and random forest to train the model, and the model that gives the best performance is used to predict the house value for new data.

python machine-learning random-forest machine-learning-algorithms regression machine-learning-tutorials python-project machine-learning-project the-ai-and-ds-channel
  • Updated Feb 9, 2022
  • Jupyter Notebook

roshancyriacmathew / Twitter-sentiment-analysis-using-Python-Machine-Learning-Project-8

Star 42

This project walks you on how to create a twitter sentiment analysis model using python. Twitter sentiment analysis is performed to identify the sentiments of the people towards various topics. For this project, we will be analysing the sentiment of people towards Pfizer vaccines. We will be using the data available on Kaggle to create this mach…

python machine-learning twitter sentiment-analysis twitter-sentiment-analysis machine-learning-projects machinelearning-python pythonprojects the-ai-and-ds-channel
  • Updated Apr 1, 2022
  • Jupyter Notebook
hate-speech-detection-using-machine-learning

roshancyriacmathew / hate-speech-detection-using-machine-learning

Star 27

This is a python project that is used to identify hate speech in tweets. The dataset used to train the model is available on Kaggle and consists of labelled tweets where 1 indicates hate speech tweets and 0 indicates non-hate speech tweets.

python machine-learning sentiment-analysis hatespeech python-project machine-learning-projects twitt twitterr hatespeech-detection the-ai-and-ds-channel
  • Updated Apr 3, 2022
  • Jupyter Notebook

roshancyriacmathew / Deep-Learning-on-Amazon-Product-Reviews

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This project demonstrates how to perform sentiment analysis using deep learning on Amazon product reviews dataset. The dataset used for the project is obtained from Kaggle and consists of nearly 3000 reviews of amazon users regarding various amazon Alexa products like Alexa echo, Alexa dot etc. Exploratory data analysis is performed on the datas…

text-mining youtube deep-neural-networks deep-learning sentiment-analysis neural-network amazon text-classification kaggle neural-networks kaggle-dataset amazonreviews amazonreviewdataset the-ai-and-ds-channel
  • Updated May 31, 2022
  • Jupyter Notebook

roshancyriacmathew / Supervised-machine-learning-on-iris-datatset

Star 1

This python project explains on how to implement a supervised machine learning algorithm on the famous iris dataset. The different classifiers used in this project includes decision tree and k-nearest neighbors. For a complete explanation of this project, check out my video on this topic.

supervised-learning decision-trees supervised decision-tree-classifier knearest-neighbor-algorithm iris-dataset supervised-machine-learning knearest-neighbor-classifier iris-classification the-ai-and-ds-channel
  • Updated Jun 14, 2022
  • Jupyter Notebook

roshancyriacmathew / Unsupervised-machine-learning-on-iris-dataset

Star 0

This project demonstrates how to implement k-means clustering on unsupervised data. The dataset used here is the famous iris dataset. To see a complete video explanation on this topic, check out the attached link.

k-means unsupervised-learning iris-dataset unsupervised-machine-learning k-means-implementation-in-python k-means-clustering iris-classification the-ai-and-ds-channel
  • Updated Jun 14, 2022
  • Jupyter Notebook

roshancyriacmathew / Machine-Learning-on-Movie-Reviews-IMDB-Dataset---50k-reviews-

Star 0

This project demonstrates how to create a sentiment analysis and machine learning model on the IMDB dataset

machine-learning sentiment-analysis machine-learning-algorithms movie-database imdb naive-bayes-classifier logistic-regression movie-recommendation sentiment-classification svc multinomial-naive-bayes imdb-dataset svc-svm the-ai-and-ds-channel
  • Updated Jun 14, 2022
  • Jupyter Notebook

roshancyriacmathew / Exploratory-Data-Analysis-on-ford-car-price-prediction-dataset

Star 0

This project demonstrates how to perform exploratory data analysis on car price prediction dataset. The dataset is available on Kaggle and consists of various attributes related to the sales price of used ford cars. We will be performing Exploratory Data Analysis to understand this data and to find out which factors affect the sales price of use…

visualization car data machine-learning exploratory-data-analysis eda kaggle dataset kaggle-dataset exploratory-data-visualizations car-price-prediction the-ai-and-ds-channel
  • Updated Jul 15, 2022
  • Jupyter Notebook

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