Ishan Kotian's repositories
Twitter-Sentiment-Analysis
Hate Speech in the form of racism and sexism has become a nuisance on Twitter and it is important to segregate these sort of tweets from the rest. In this problem, I have taken the Twitter data that has both normal and hate tweets. So the task was to identify the tweets which have a positive connotation from the tweets that have a negative one.
Bank-Customers-Churn-Classification-with-Deep-Learning
The goal is to make an Artificial Neural Network that can predict, based on geo-demographical and transactional information given above, if any individual customer will leave the bank or stay (customer churn). Also, rank all the customers of the bank, based on their probability of leaving.
FIFA19-Player-and-Team-Analysis-and-Value-Predict
The FIFA 19 dataset that has been used for this analysis provides statistics of about 18000 players on over 90 different attributes. These attributes are optimal indicators to determine the performance of a player at a particular playing position.
BIL_Project-Life_Expectancy_Prediction
Life expectancy, an estimate of the number of remaining years of life a person has, is an important consideration for making clinical decisions in primary care. Predicting Life Expectancy helps analyze the average lifespan of the countrymen which helps in making crucial health decisions.
DataCamp-Tracks
DataCamp tracks road map for computer science students.
Red-Wine-Quality-Analysis
These datasets can be viewed as classification or regression tasks. The classes are ordered and not balanced (e.g. there are much more normal wines than excellent or poor ones).
Tokenizer_NLP
Tokenization is a way of separating a piece of text into smaller units called tokens. Here, tokens can be either words, characters, or subwords. Hence, tokenization can be broadly classified into 3 types – word, character, and subword (n-gram characters) tokenization.
500-AI-Machine-learning-Deep-learning-Computer-vision-NLP-Projects-with-code
500 AI Machine learning Deep learning Computer vision NLP Projects with code
A-to-Z-Resources-for-Students
✅ Curated list of resources for college students
Best-Data-Science-Resources
This repository contains the best Data Science free hand-picked resources to equip you with all the industry-driven skills and interview preparation kit.
CO2-Emission-Regression-Techniques
If you liked my analysis, pls upvote my notebook!
Coursera-IBM-Data-Science-Professional-Certificate
IBM Data Science Professional Certificate
House_Prices-Advanced-Regression-Techniqes
If you liked my analysis, pls upvote my notebook!
Introduction-to-Data-Science-in-Python
Assignments and Resources for Introduction to Data Science in Python course on Coursera by University of Michigan
Iris-Flower-Analysis
If you liked my analysis, pls upvote my notebook!
Loan-Prediction-System-Using-Machine-Learning
Loan Prediction System Using Machine Learning - (ICACC-2022)
Machine-Learning-with-Python
Practice and tutorial-style notebooks covering wide variety of machine learning techniques
Nerual-Network_Image-Data
A neural network is a series of algorithms that endeavors to recognize underlying relationships in a set of data through a process that mimics the way the human brain operates. In this sense, neural networks refer to systems of neurons, either organic or artificial in nature. Neural networks can adapt to changing input; so the network generates the best possible result without needing to redesign the output criteria.
Online-Canteen-Management
Online-Canteen-Management
Titanic-Machine-Learning-from-Disaster
If you liked my analysis, pls upvote my notebook!