https://github.com/artzaragozagithub/nlp--p6_sentiment_analysis_and_summarization_of_stock_news

Natural Language Processing AI-model driven sentiment analysis system that will automatically process and analyze news articles to gauge market sentiment, and summarizing the news at a weekly level to enhance the accuracy of their stock price predictions and optimize investment strategies.

classifier-training confusion-matrix decisiontreeclassifier eda glove-embeddings gridsearchcv keyedvectors llama mistral-7b myplot nlp-keywords-extraction numpy-library pandas-library prompt-engineering sentiment-analysis sklearn-library text-processing text-summarization transformers-models word2vec

Last synced: 06 Apr 2025

https://github.com/artzaragozagithub/datasets_for_projects

Files with original raw data in either CSV format or .TXT format

Last synced: 13 Mar 2025

https://github.com/artzaragozagithub/html_notebooks

Complete Projects in HTML Format for easy viewing

Last synced: 13 Mar 2025

https://github.com/artzaragozagithub/nlp--sentiment_analysis_and_summarization_of_stock_news

Natural Language Processing AI-model driven sentiment analysis system that will automatically process and analyze news articles to gauge market sentiment, and summarizing the news at a weekly level to enhance the accuracy of their stock price predictions and optimize investment strategies.

classifier-training confusion-matrix decisiontreeclassifier eda glove-embeddings gridsearchcv keyedvectors llama mistral-7b myplot nlp-keywords-extraction numpy-library pandas-library prompt-engineering sentiment-analysis sklearn-library text-processing text-summarization transformers-models word2vec

Last synced: 12 Feb 2025

https://github.com/artzaragozagithub/py--p1_foodapp

Customer Behaviour Analysis and Business Observations to Improve Relationships, Increase Sales and Services.

bivariate-analysis eda multivariate-analysis numpy-library pandas-library python-3 seaborn univariate-analysis

Last synced: 04 Mar 2025

https://github.com/artzaragozagithub/nn--predicting_customers_likely_to_abandon_bank_services

Analyze the customer data, build a neural network to help the operations team identify the customers that are more likely to churn, and provide recommendations on how to retain such customers

eda keras-classification-models matplotlib-library nn numpy-library pandas-library regularization-methods seaborn-library tensorflow

Last synced: 20 Feb 2025

https://github.com/artzaragozagithub/ml--p2_predicting_loan_purchases

Anticipating Loan-Eligible Bank Customers with a High Probability of Successfully Purchasing a Bank Loan.

classifiers data-analytics data-preprocessing data-visualization decision-trees eda fine-tuning matplotlib model-checking model-development model-training-and-evaluation numpy-library pandas-library python-3 seaborn-plots sklearn-library

Last synced: 04 Mar 2025

https://github.com/artzaragozagithub/cv--plants-seedling-classification

A robust image classifier using CNNs to efficiently classify different plant seedlings and weeds to improve crop yields and minimize the extensive human effort to do this manually.

cnn-classification cnn-for-visual-recognition confusion-matrix cv2-library imagedatagenerator label-binarizer learning-rate matplotlib numpy-library opencv optimizer-visualization pandas-library preprocessing-data reducelronplateau seaborn sequential-models tensorflow tensorflow-keras train-test-validation

Last synced: 18 Feb 2025