This is the forked 2019 version of the eBook for the Advanced Placement Computer Science A Java Course.

Analysis and the visualization of user behavior from marketing perspective using ‘top 24 hours’ data of Reddit site.

Implementation of Naive Bayes Classifier and Logistic Regression.

Implementation of a basic version of word2vec that will learn word representations and then using those representations in intrinsic tasks to measure word similarity and an extrinsic task for senti…

Implementation the shift-reduce neural dependency parser of Chen and Manning [2014],which was one of the first neural network-based parser.

Analyzing the historical cryptocurrency trading dataset, to portrait its dynamic landscape and dig into features of crypt currencies to figure out if any patterns in their price movement.

Sentiment analysis and demographic analysis to anticipate acceptance of emerging technologies using twitter data: the case of self-driving car.

Fine-tuning one of the transformers from the HuggingFace library(openai-gpt) to generate text. Training the classifier to recognize machine-generated text.

This is an interactive story explaining the current state of obesity in United States and how it changed over the past 2 decades

A simple information retrieval system, a PDF Search Engine for UN agencies and NGOs.

Implementation of latent dirichlet allocation(LDA) in discovering clusters of documents in Wikipedia.

Predicting the value of jeopardy questions based on each questions’ text and answer.

Analyzing the Drugs Descriptions, conditions, reviews and then recommending the medicines for each Health Condition of a Patient.

Exploratory Social Network Analysis using NetworkX. Predicting Review Rating using features derived from Network Properties.

Implementation of an Information Retrieval-based Chatbot

Implement the Pivoted Normalization and BM25 Retrieval Functions

Probabilistic Reasoning and Bayes Rule; Text Data Analysis; Document Ranking and Evaluation.

A match prediction and recommendation system

How Far Would You Go for Italian Mozzarella? Exploring the impact of product cost and purchase frequency on distance traveled by Italian consumers

This is an interactive story explaining the current state of obesity in United States and how it changed over the past 2 decades