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500-ai-machine-learning-deep-learning-computer-vision-nlp-projects-with-code

500 AI Machine learning Deep learning Computer vision NLP Projects with code

advanced-statistics-for-data-science

This repository covers all advance statistics topics for data science/ data analytics from the Statistics for Management and Economics textbook.

ai-and-game_design_scientific_review

airbnb-analytics

Airbnb data + data science

amazon-sales-data-analysis

case_studies_r

EDA, Imputing Missing values, Duplicate Pruning, Linear Regression, Neural Networks, CART implementation in R

customer-default-prediction-on-portuguese-bank-dataset

The main objective is to increase overall customer LTVs by downgrading risky customers by identifying which customers are likely to default under the traditional credit card plan and should be downgraded to the balance management card.

data-visualization-project-on-us-crime-data

To analyze and draw insights from US crime data using Tableau.

database-design-project

Designed a database system for restaurant management by developing conceptual and logical design, followed by physical design development after normalization. Built reports and preprocessed data (data cleaning &wrangling) on multiple conditions by using Oracle SQL

designing-a-data-warehouse-and-hadoop-

The purpose of this project is to assist the management of the NY real estate department in making better decision using the historical data available within the state by comparing the best approach between data warehouse implementation and Hadoop implementation. The government hired real estate agents might lack the ability to access consistent historical data easily when needed. The problem of data inconsistence can be eliminated by a central data warehouse. For the purpose of data harmonization and consistency this project of data warehouse is built.

image-classification-using-cnns-and-transfer-learning

A classifier to classify images onto one of three classes(dog, cat, panda) using CNN, VGG16 and ResNet50

price-optimization_-ad-bidding-algorithm-

rnn-lstm-and-gru-to-classify-sentiment-on-imdb-data

In this project, we will train three types of RNNs: "vanilla" RNN, LSTM and GRU to predict the sentiment on IMDB reviews.

salesforce_data_analysis

scientific-review-of-time-series-forecasting

This repository contains scientific review of few papers related to time series forecasting using Deep Neural Networks (RNNs and modified CNNs)

time-series-sales-prediction-of-walmart-products

The aim of the project is to display the most accurate forecasts for a 5-year time series data set, which depicts the hierarchical unit sales of the largest retail company, Walmart. This means that 30, 490 forecasts must be made for each day.

topic_modelling_crypto

The aim of this project is to discover the abstract topics that occur in the collection of data from Reddit posts and comments of different users based on the discussions on various Cryptocurrency. This proposed approach will be able to draw out and classify the posts and comments to different topics and cluster the frequent similar information together.

topic_modelling_scientific_review

The overall aim of this scientific research reading review is to aid predictive analytics project of developing social graphs and topic models. Hence, the research papers reviewed in this paper review are related to the either social graphs or ways to discover abstract topics that occur in a collection of posts/comments among different users.

unsupervised-data-mining-project

This project aims to find interesting patterns and information from the past data collected using various data mining methods. This is done by forming clusters by identifying and grouping similar data points.