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1day-notebooks

adobe-datasciencechallenge

Build a model which, within the first 90 days of the course beginning, predicts which students will not pass (withdraw and fail) when the course finishes.

apollo-ai-assignment2

apollo-ai-utsav-assignment

applied-machine-learning

applied-machine-learning-

assigning-students-to-groups

Optimum time should be taken by graders to grade the assignment. Make group in such a manner.

bank-marketing-project

Model predicts if the client will subscribe (yes/no) to a term deposit, by building a classification model using Decision Tree. Useful knowledge achieved was duration( last contact duration, in seconds) and poutcome (outcome of the previous marketing campaign)

betsy-game-artificial-intelligence

book-project

The 2nd project in Beth Plale's class Management, Access and Use of Big Data (I435/I535/B669).

breast-cancer-analysis

Predicted whether a Breast tumor is benign or malignant. Malignant tumor is cancerous and is dangerous if it is not treated in the early stages. Thus we try to predict in early stages and can help prevent causing Cancer.

course-nlp

A Code-First Introduction to NLP course

coursera

Coursera course assignments

courses

Course materials for the Data Science Specialization: https://www.coursera.org/specialization/jhudatascience/1

d2l-en

Dive into Deep Learning: an interactive deep learning book with code, math, and discussions

data-mining

Data Mining projects and assignments

data-science-specialization

Notes of data science specialization from cousera

data_visualization

Exploratory Data Analysis

datasharing

The Leek group guide to data sharing

dlaicourse

Notebooks for learning deep learning

dog-cat-classifier

Dog and cat image classifier with deep learning

facebook-ads-cost-per-click-prediction

High Alpha

github-tutorial

google-api-speech-recognition

Google API Speech Recognition

hackingsymptoms

heart-disease-analysis-and-probability-prediction

To detect the category of heart disease and mention whether there is less than 50% narrowing in major vessels or more than that by using Logistic Regression Model.

home-credit-default-risk

Kaggle Competition Home Credit Default Risk

home-credit-default-risk-

Credit risk is the probability that companies or individuals will be unable to make the required payments on their debt obligations. Performed prediction on more than 3,00,000 individuals. Model achieved AUC metric of 0.786 and predicted correctly almost 81% of people who will have difficulty paying loan.

home-credit-default-risk-1

AutoML on kaggle competition for Machine Learning Engineer Udacity Research Project

instacart-market-basket-analysis

This repository is for the capstone project-Instacart Market Basket Analysis. It consists of data cleaning, exploratory data analysis,data visualization and machine learning algorithms developed for the project.