Carlos Rodriguez's repositories
Probabilistic-Programming-and-Bayesian-Methods-for-Hackers
aka "Bayesian Methods for Hackers": An introduction to Bayesian methods + probabilistic programming with a computation/understanding-first, mathematics-second point of view. All in pure Python ;)
PythonDataScienceHandbook
Python Data Science Handbook: full text in Jupyter Notebooks
employee-attrition-aif360
Walkthrough the data science life cycle with different tools, techniques, and algorithms. Use AIF360, pandas, and Jupyter notebooks to build and deploy a model on Watson Machine Learning.
example
Repository created as part of DTSC520 Github assignment
github-slideshow
A robot powered training repository :robot:
IBM-Data-Analysis-with-Python
Final project done for IBM/Coursera Data Analysis course
IBM-Data-Science-Professional-Certification
This repository contains all the resources and solution to quizzes given and asked in IBM Data Science Professional Certification.
IBM_Professional_Data_Analyst
Gain the job-ready skills for an entry-level data analyst role through this eight-course Professional Certificate from IBM and position yourself competitively in the thriving job market for data analysts, which will see a 20% growth until 2028 (U.S. Bureau of Labor Statistics). Power your data analyst career by learning the core principles of data analysis and gaining hands-on skills practice. You’ll work with a variety of data sources, project scenarios, and data analysis tools, including Excel, SQL, Python, Jupyter Notebooks, and Cognos Analytics, gaining practical experience with data manipulation and applying analytical techniques.
probability_cheatsheet
A comprehensive 10-page probability cheatsheet that covers a semester's worth of introduction to probability.
Simulating-Monty-Hall-Problem
A gganimate script on simulating the Monty Hall Problem