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lemberck/README.md

Welcome 👋 !

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 🚧--> Under Construction <--🚧, 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| Complete✔️

  • IBM's |Data Science Professional Certificate| Complete✔️

  • IBM's |Applied AI Professional Certificate| Complete✔️

  • Stanford University's |Machine Learning Course| Complete✔️

  • Data Science Academy's |Python for Data Analysis| Complete✔️

  • 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: blemberck@hotmail.com

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 Status

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

🚧--> Under Construction <--🚧

PySpark

PySpark MLlib - ML Pipeline Random Forest - Car price prediction

🚧--> Under Construction <--🚧

Recommender Systems

ML - Recommender System - Content-Based: Movie Recommender

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

Data Analysis and Data Visualization

NLP - Wordcloud for Alice Novel

DataViz Clustering Markers - San Francisco Crimes

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 Extraction

H2O AutoML - Term Deposit Prediction

Auto AI - IBM Watson - Iris Flower Multiclass Deploy

Chatbot powered by IBM Watson Assistant API - Flower Shop

🚧--> Under Construction <--🚧

Popular repositories

  1. normalization_correlation normalization_correlation Public

    Estudo da normalização para o cálculo da correlação (pearson, spearman)

    Jupyter Notebook 2 1

  2. mlops mlops Public

    Python 2

  3. ML-Best-Classifier-Comparison-Loan_Status- ML-Best-Classifier-Comparison-Loan_Status- Public

    Jupyter Notebook 1

  4. ibm-coursera-exercise ibm-coursera-exercise Public

    2nd course of IBM Sta Science exercise about Git

    Jupyter Notebook

  5. ML-Regression-House_Pricing_Models ML-Regression-House_Pricing_Models Public

    Jupyter Notebook

  6. lemberck lemberck Public