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asl-ml-immersion

This repos contains notebooks for the Advanced Solutions Lab: ML Immersion

book-recommendations-from-charles-darwin

Build a book recommendation system using NLP and the text of books like "On the Origin of Species."

covid-19-project

data-science--cheat-sheet

Cheat Sheets

datasharing

The Leek group guide to data sharing

determine-if-it-is-donald-trump-or-justin-trudeau-tweet

Can we determine if it is Donald Trump or Justin Trudeau based on just a tweet?

distinguish-between-a-honey-bee-and-a-bumble-bee-using-deep-learning

Build a deep learning model that can automatically detect honey bees and bumble bees in images.

extract-stock-sentiment-from-news-headlines

Scrape news headlines for FB and TSLA then apply sentiment analysis to generate investment insight.

flight_price_prediction_app

free-recommended-data-science-interview-prep-resources

FREE Recommended Data Science Interview Prep Resources: YouTube videos, Books, Online coding, Continuing education, etc.

give-life---predict-blood-donations

Build a binary classifier to predict if a blood donor is likely to donate again.

grad-admission-eda-predictions-and-parameters-importance

To predict admit chance considering various parameters such as GRE Scores ( out of 340 ) ,TOEFL Scores ( out of 120 ) ,University Rating ( out of 5 ), Statement of Purpose and Letter of Recommendation Strength ( out of 5 ) ,Undergraduate GPA ( out of 10 ) ,Research Experience ( either 0 or 1 ) ,Chance of Admit ( ranging from 0 to 1 ).

health-survey-data-analysis-of-bmi

Analyze health survey data to determine how BMI is associated with physical activity and smoking.

house-sale-price

Predict House Sale Price using Advanced Regression Techniques

hr-analytics-predict-who-will-change-jobs

Predict whether an applicant will search for a new job or stay with the company, as well as interpret the impact of various factors on an employee's decision.

insurance-forecast-by-using-linear-regression

Can you accurately predict insurance costs?

matplotlib

matplotlib: plotting with Python

models

Models and examples built with TensorFlow

nlp-in-python-tutorial

comparing stand up comedians using natural language processing

nlp-models-tensorflow

Gathers machine learning and Tensorflow deep learning models for NLP problems, 1.13 < Tensorflow < 2.0

opencv

Open Source Computer Vision Library

predicting-credit-card-approvals

To build a machine learning model that can predict if an individual's application for a credit card will be accepted

real-time-insights-from-social-media-data

Learn to analyze Twitter data and do a deep dive into a hot trend.

reducing-traffic-mortality-in-the-usa

How can we find a good strategy for reducing traffic-related deaths?

risk-and-rewards-the-sharpe-ratio

Use pandas to calculate and compare profitability and risk of different investments using the Sharpe Ratio.

sentiment-analysis---latest-avengers-movies

Performed Sentiment Analysis Before and After the premier for Avengers: Endgame & Avengers: Infinity War movies.

smartphone-based-recognition-of-human-activities-and-postural-transitions

tensorflow-deep-learning

All course materials for the Zero to Mastery Deep Learning with TensorFlow course.

the-hottest-topics-in-machine-learning

Use Natural Language Processing on NIPS papers to uncover the trendiest topics in machine learning research.

time-series-cheat-sheet

Quick cheat sheet to time series models using NYC Taxi Data