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Scraped data from Reddit and performed Named entity recognition,topic modelling and sentiment analysis on the comments to understand public views about moving from cable channels to streaming services

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cable-cord-cutter-sentiment-analysis-using-reddit-data's Introduction

Welcome ๐Ÿ‘‹ !

I'm an Automation Engineer passionate about Machine Learning, Artificial Intelligence, Computer Vision, NLP and Data Science!

I'm also passionate about continuous learning, and I believe that's a must for every professional that works in any tech-related area!

My GitHub is currently ๐Ÿšง--> Under Construction <--๐Ÿšง, I'm constantly updating to show some selected projects I've finished, and you can find the list here:

| Machine Learning and Data Science |:mechanical_arm:

| Artificial Intelligence and Machine Learning Engines |:robot:

Some Keywords - PySpark, H2O AutoML, Recommender Systems

These are some selected Hands-on Projects from specialization courses I'm taking, which are:

  • IBM's |Machine Learning Professional Certificate| Completeโœ”๏ธ

  • IBM's |Data Science Professional Certificate| Completeโœ”๏ธ

  • IBM's |Applied AI Professional Certificate| Completeโœ”๏ธ

  • Stanford University's |Machine Learning Course| Completeโœ”๏ธ

  • Data Science Academy's |Python for Data Analysis| Completeโœ”๏ธ

  • Data Science Academy's |Machine Learning| [Ongoing]:memo:

  • Data Science Academy's |Artificial Intelligence Formation| [Ongoing]:memo:

  • Professional Badges HERE

Developer: Bruna Lemberck

LinkedIn: https://www.linkedin.com/in/brunalemberck/

e-mail: [email protected]

Machine Learning and Data Science Projects

Machine Learning - Supervised

ML - Regression: House Pricing Models Comparison

ML - Best Classifier (KNN x DecTree x SVM x LogistRegr): Loan Statusโšก

ML - Classification - SVM: Cancer detection

ML - Classification - Decision_Tree: Medical Drug Research

ML - Classification - KNN: Customer Customized Offer

ML - Classification -Logistic Regression: Customer Churn

Machine Learning - Unsupervised

ML - Clustering- K-Means: Customer Segmentation

๐Ÿšง--> Under Construction <--๐Ÿšง

PySpark

PySpark MLlib - ML Pipeline Random Forest - Car price predictionโšก

๐Ÿšง--> Under Construction <--๐Ÿšง

Recommender Systems

ML - Recommender System - Content-Based: Movie Recommenderโšก

ML - Recommender System - Collaborative Filtering: User-User Movie Recommenderโšก

Data Analysis and Data Visualization

NLP - Wordcloud for Alice Novelโšก

DataViz Clustering Markers - San Francisco Crimesโšก

DataViz - San Francisco Crime Choropleth Map

Data Analysis - Survey Analysis of Data Science Interest

Artificial Intelligence and Machine Learning Engines

AIDAN - Student Advisor Bot - powered by Watson Assistant and Discovery Integration - NLP, Content Tagging, Keyword Extractionโšก

H2O AutoML - Term Deposit Predictionโšก

Auto AI - IBM Watson - Iris Flower Multiclass Deployโšก

Chatbot powered by IBM Watson Assistant API - Flower Shop

๐Ÿšง--> Under Construction <--๐Ÿšง

cable-cord-cutter-sentiment-analysis-using-reddit-data's People

Contributors

akhilesh-reddy avatar

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